---
OA_place: publisher
_id: '17133'
abstract:
- lang: eng
  text: "An ideal quantum computer relies on qubits capable of performing fast gate
    operations and\r\nmaintaining strong interconnections while preserving their quantum
    coherence. Since the\r\ninception of experimental eforts toward building a quantum
    computer, the community has\r\nfaced challenges in engineering such a system.
    Among the various methods of implementing a\r\nquantum computer, superconducting
    qubits have shown fast gates close to tens of nanoseconds,\r\nwith the state-of-the-art
    reaching a coherence of a few milliseconds. However, achieving\r\nsimultaneously
    long lifetimes with fast qubit operations poses an inherent paradox. Qubits\r\nwith
    high coherence require isolation from the environment, while fast operation necessitates\r\nstrong
    coupling of the qubit. This thesis approaches this issue by proposing the idea
    of\r\nengineering superconducting qubits capable of transitioning between operating
    in a protected\r\nregime, where the qubit is completely isolated from the environment,
    and coupling to the\r\ncommunication channels as needed. In this direction, we
    use the geometric superinductor to\r\nscan the parameter space of rf-SQUID devices,
    searching for a regime where we can take the\r\nqubit protection to its extreme.\r\n\r\nThis
    leads us to the inductively shunted transmon (IST) regime, characterized by EJ
    /EC ≫ 1\r\nand EJ /EL ≫ 1, where the circuit potential exhibits a double well
    with a large barrier\r\nseparating the local ground states of each quantum well.
    In this regime, although it is\r\nanticipated that the two quantum wells would
    be isolated from each other, we observe single\r\nfuxon tunneling between them.
    The interplay of the cavity photons and the fuxon transition\r\nforms a rich physical
    system, containing resonance conditions that allow the preparation of the\r\nfuxon
    ground or excited states. This enables us to study the relaxation rate of such
    transition\r\nand show that it can be as large as 3.6 hours. Dynamically controlling
    the barrier height\r\nbetween the two quantum wells allows for controllable coupling,
    which scales exponentially,\r\nfor a qubit encoded in two fuxon states.\r\nThe
    0-π qubit is one of the very few known superconducting circuit types that ofers
    exponential\r\nprotection from both relaxation and dephasing simultaneously. However,
    this qubit is not\r\nexempt from the fact that such protection comes at the expense
    of complex readout and\r\ncontrol. In this thesis, we propose a way to controllably
    break the circuit symmetry, the\r\nkey reason for the protection, to momentarily
    restore the ability to control and manipulate\r\nthe qubit. An asymmetry in capacitances
    and inductances in the 0-π circuit is detrimental\r\nsince they lead to coupling
    of the protected state to the thermally occupied parasitic mode\r\nof the circuit.
    However, here we try to exploit a controlled asymmetry in Josephson energies\r\nand
    show that this can be used as a tunable coupler between the protected states.
    In the\r\nfuture, this should allow to perform gate operations by dynamically
    controlling the asymmetry\r\ninstead of driving the protected transition with
    microwave pulses. Therefore, we believe that\r\nthe proposed method can make the
    use of protected qubits more practical in experimental\r\nrealizations of quantum
    computing."
acknowledged_ssus:
- _id: NanoFab
- _id: M-Shop
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Farid
  full_name: Hassani, Farid
  id: 2AED110C-F248-11E8-B48F-1D18A9856A87
  last_name: Hassani
  orcid: 0000-0001-6937-5773
citation:
  ama: Hassani F. Superconducting qubits capable of dynamic switching between protected
    and high-speed control regimes. 2024. doi:<a href="https://doi.org/10.15479/at:ista:17133">10.15479/at:ista:17133</a>
  apa: Hassani, F. (2024). <i>Superconducting qubits capable of dynamic switching
    between protected and high-speed control regimes</i>. Institute of Science and
    Technology Austria. <a href="https://doi.org/10.15479/at:ista:17133">https://doi.org/10.15479/at:ista:17133</a>
  chicago: Hassani, Farid. “Superconducting Qubits Capable of Dynamic Switching between
    Protected and High-Speed Control Regimes.” Institute of Science and Technology
    Austria, 2024. <a href="https://doi.org/10.15479/at:ista:17133">https://doi.org/10.15479/at:ista:17133</a>.
  ieee: F. Hassani, “Superconducting qubits capable of dynamic switching between protected
    and high-speed control regimes,” Institute of Science and Technology Austria,
    2024.
  ista: Hassani F. 2024. Superconducting qubits capable of dynamic switching between
    protected and high-speed control regimes. Institute of Science and Technology
    Austria.
  mla: Hassani, Farid. <i>Superconducting Qubits Capable of Dynamic Switching between
    Protected and High-Speed Control Regimes</i>. Institute of Science and Technology
    Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:17133">10.15479/at:ista:17133</a>.
  short: F. Hassani, Superconducting Qubits Capable of Dynamic Switching between Protected
    and High-Speed Control Regimes, Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-06-11T18:20:05Z
date_published: 2024-06-11T00:00:00Z
date_updated: 2026-04-15T06:43:02Z
day: '11'
ddc:
- '530'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JoFi
doi: 10.15479/at:ista:17133
file:
- access_level: open_access
  checksum: 258c353d47fa37ea63ea43b1e10a34a0
  content_type: application/pdf
  creator: fhassani
  date_created: 2024-06-12T07:53:19Z
  date_updated: 2024-06-20T11:52:22Z
  file_id: '17137'
  file_name: Thesis_main_final.pdf
  file_size: 28370759
  relation: main_file
- access_level: closed
  checksum: deffa5d0db88093f74812fa71520d5e1
  content_type: text/x-tex
  creator: fhassani
  date_created: 2024-06-12T07:54:27Z
  date_updated: 2024-06-12T07:54:27Z
  file_id: '17138'
  file_name: Thesis_main.tex
  file_size: 445735
  relation: source_file
file_date_updated: 2024-06-20T11:52:22Z
has_accepted_license: '1'
keyword:
- Quantum information
- Qubits
- Superconducting devices
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: '161'
project:
- _id: 9B861AAC-BA93-11EA-9121-9846C619BF3A
  name: NOMIS Fellowship Program
- _id: bdb108fd-d553-11ed-ba76-83dc74a9864f
  grant_number: F07105
  name: QUANTUM INFORMATION SYSTEMS BEYOND CLASSICAL CAPABILITIES / P5- Integration
    of Superconducting Quantum Circuits
publication_identifier:
  isbn:
  - 978-3-99078-040-4
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '13227'
    relation: part_of_dissertation
    status: public
  - id: '9928'
    relation: part_of_dissertation
    status: public
  - id: '8755'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Johannes M
  full_name: Fink, Johannes M
  id: 4B591CBA-F248-11E8-B48F-1D18A9856A87
  last_name: Fink
  orcid: 0000-0001-8112-028X
title: Superconducting qubits capable of dynamic switching between protected and high-speed
  control regimes
tmp:
  image: /images/cc_by_nc_sa.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
    BY-NC-SA 4.0)
  short: CC BY-NC-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '18135'
abstract:
- lang: eng
  text: "This thesis consists of two separate parts. In the first part we consider
    a dilute Fermi gas interacting through a repulsive interaction in dimensions $d=1,2,3$.
    Our focus is mostly on the physically most relevant dimension $d=3$ \r\nand the
    setting of a spin-polarized (equivalently spinless) gas, where the Pauli exclusion
    principle plays a key role. We show that, at zero temperature, the ground state
    energy density of the interacting spin-polarized gas differs (to leading order)
    from that of the free (i.e. non-interacting) gas by a term of order $a_p^d\\rho^{2+2/d}$
    \ with $a_p$ the $p$-wave scattering length of the repulsive interaction and $\\rho$
    the density. Further, we extend this to positive temperature and show that the
    pressure of an interacting spin-polarized gas differs from that of the free gas
    by a now temperature dependent term, again of order $a_p^d\\rho^{2+2/d}$. Lastly,
    we consider the setting of a spin-$\\frac{1}{2}$ Fermi gas in $d=3$ dimensions
    and show that here, as an upper bound, the ground state energy density differs
    from that of the free system by a term of order $a_s \\rho^2$ with an error smaller
    than $a_s \\rho^2 (a_s\\rho^{1/3})^{1-\\eps}$ for any $\\eps > 0$, where $a_s$
    is the $s$-wave scattering length of the repulsive interaction. \r\n\r\nThese
    asymptotic formulas complement the similar formulas in the literature for the
    dilute Bose and spin-$\\frac{1}{2}$ Fermi gas, where the ground state energies
    or pressures differ from that of the corresponding free systems by a term of order
    $a_s \\rho^2$ in dimension $d=3$. In the spin-polarized setting, the corrections,
    of order $a_p^3\\rho^{8/3}$ in dimension $d=3$, are thus much smaller and requires
    a more delicate analysis.\r\n\r\nIn the second part of the thesis we consider
    the Bardeen--Cooper--Schrieffer (BCS) theory of superconductivity and in particular
    its associated critical temperature and energy gap. We prove that the ratio of
    the zero-temperature energy gap and critical temperature $\\Xi(T=0)/T_c$ approaches
    a universal constant $\\pi e^{-\\gamma}\\approx 1.76$ in both the limit of high
    density in dimension $d=3$ and in the limit of weak coupling in dimensions $d=1,2$.
    This complements the proofs in the literature of this universal behaviour in the
    limit of weak coupling or low density in dimension $d=3$. Secondly, we prove that
    the ratio of the energy gap at positive temperature and critical temperature $\\Xi(T)/T_c$
    approaches a universal function of the relative temperature $T/T_c$ in the limit
    of weak coupling in dimensions $d=1,2,3$."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Asbjørn Bækgaard
  full_name: Lauritsen, Asbjørn Bækgaard
  id: e1a2682f-dc8d-11ea-abe3-81da9ac728f1
  last_name: Lauritsen
  orcid: 0000-0003-4476-2288
citation:
  ama: Lauritsen AB. Energies of dilute Fermi gases and universalities in BCS theory.
    2024. doi:<a href="https://doi.org/10.15479/at:ista:18135">10.15479/at:ista:18135</a>
  apa: Lauritsen, A. B. (2024). <i>Energies of dilute Fermi gases and universalities
    in BCS theory</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18135">https://doi.org/10.15479/at:ista:18135</a>
  chicago: Lauritsen, Asbjørn Bækgaard. “Energies of Dilute Fermi Gases and Universalities
    in BCS Theory.” Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18135">https://doi.org/10.15479/at:ista:18135</a>.
  ieee: A. B. Lauritsen, “Energies of dilute Fermi gases and universalities in BCS
    theory,” Institute of Science and Technology Austria, 2024.
  ista: Lauritsen AB. 2024. Energies of dilute Fermi gases and universalities in BCS
    theory. Institute of Science and Technology Austria.
  mla: Lauritsen, Asbjørn Bækgaard. <i>Energies of Dilute Fermi Gases and Universalities
    in BCS Theory</i>. Institute of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:18135">10.15479/at:ista:18135</a>.
  short: A.B. Lauritsen, Energies of Dilute Fermi Gases and Universalities in BCS
    Theory, Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-09-24T10:56:25Z
date_published: 2024-09-23T00:00:00Z
date_updated: 2026-04-16T08:17:55Z
day: '23'
ddc:
- '515'
- '539'
degree_awarded: PhD
department:
- _id: GradSch
- _id: RoSe
doi: 10.15479/at:ista:18135
ec_funded: 1
file:
- access_level: open_access
  checksum: c7bc3b31e430d57c65393051ca439575
  content_type: application/pdf
  creator: alaurits
  date_created: 2024-09-26T13:11:24Z
  date_updated: 2024-09-26T13:11:24Z
  file_id: '18147'
  file_name: Lauritsen-thesis-final.pdf
  file_size: 3648831
  relation: main_file
  success: 1
- access_level: closed
  checksum: 39f6b1b7f83e25a3bf9f933f1ea0bc06
  content_type: application/x-zip-compressed
  creator: alaurits
  date_created: 2024-09-26T13:12:55Z
  date_updated: 2024-09-26T13:12:55Z
  file_id: '18148'
  file_name: Lauritsen-thesis-source.zip
  file_size: 1625888
  relation: source_file
file_date_updated: 2024-09-26T13:12:55Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '353'
project:
- _id: bda63fe5-d553-11ed-ba76-a16e3d2f256b
  grant_number: I06427
  name: Mathematical Challenges in BCS Theory of Superconductivity
- _id: 25C6DC12-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '694227'
  name: Analysis of quantum many-body systems
publication_identifier:
  isbn:
  - 978-3-99078-042-8
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '11732'
    relation: part_of_dissertation
    status: public
  - id: '14542'
    relation: part_of_dissertation
    status: public
  - id: '18107'
    relation: part_of_dissertation
    status: public
  - id: '17240'
    relation: part_of_dissertation
    status: public
  - id: '14931'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Robert
  full_name: Seiringer, Robert
  id: 4AFD0470-F248-11E8-B48F-1D18A9856A87
  last_name: Seiringer
  orcid: 0000-0002-6781-0521
title: Energies of dilute Fermi gases and universalities in BCS theory
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '18076'
abstract:
- lang: eng
  text: "The new era of Ge has opened up new possibilities in quantum computing. The
    maturity of Ge\r\nspin qubits is unquestioned, while hybrid semiconductor-superconductor
    Ge circuits are on track\r\nto enter the game. Gate-tunable transmons (gatemons)
    employing semiconductor Josephson\r\njunctions have recently emerged as building
    blocks for such hybrid quantum circuits. In this\r\nthesis, we present a gatemon
    fabricated in planar Germanium. We induce superconductivity\r\nin a two-dimensional
    hole gas by evaporating aluminum atop a thin spacer, which separates\r\nthe superconductor
    from the Ge quantum well. The Josephson junction is then integrated\r\ninto an
    Xmon circuit and capacitively coupled to a transmission line resonator. We showcase\r\nthe
    qubit tunability in a broad frequency range with resonator and two-tone spectroscopy.\r\nTime-domain
    characterizations reveal energy relaxation and coherence times up to 75 ns. Our\r\nresults,
    combined with the recent advances in the spin qubit field, pave the way towards
    novel\r\nhybrid and protected qubits in a group IV, CMOS-compatible material."
acknowledged_ssus:
- _id: NanoFab
- _id: M-Shop
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Oliver
  full_name: Sagi, Oliver
  id: 71616374-A8E9-11E9-A7CA-09ECE5697425
  last_name: Sagi
citation:
  ama: Sagi O. Hybrid circuits on planar Germanium. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18076">10.15479/at:ista:18076</a>
  apa: Sagi, O. (2024). <i>Hybrid circuits on planar Germanium</i>. Institute of Science
    and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18076">https://doi.org/10.15479/at:ista:18076</a>
  chicago: Sagi, Oliver. “Hybrid Circuits on Planar Germanium.” Institute of Science
    and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18076">https://doi.org/10.15479/at:ista:18076</a>.
  ieee: O. Sagi, “Hybrid circuits on planar Germanium,” Institute of Science and Technology
    Austria, 2024.
  ista: Sagi O. 2024. Hybrid circuits on planar Germanium. Institute of Science and
    Technology Austria.
  mla: Sagi, Oliver. <i>Hybrid Circuits on Planar Germanium</i>. Institute of Science
    and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:18076">10.15479/at:ista:18076</a>.
  short: O. Sagi, Hybrid Circuits on Planar Germanium, Institute of Science and Technology
    Austria, 2024.
corr_author: '1'
date_created: 2024-09-16T12:58:36Z
date_published: 2024-09-18T00:00:00Z
date_updated: 2026-04-16T12:20:39Z
day: '18'
ddc:
- '539'
degree_awarded: PhD
department:
- _id: GradSch
- _id: GeKa
doi: 10.15479/at:ista:18076
ec_funded: 1
file:
- access_level: open_access
  checksum: d01d0e2846c2f3ac5bb14d321554a4cd
  content_type: application/pdf
  creator: osagi
  date_created: 2024-09-18T14:13:01Z
  date_updated: 2024-09-18T14:13:01Z
  file_id: '18093'
  file_name: OliverSagi_Thesis_pdfa.pdf
  file_size: 86679095
  relation: main_file
  success: 1
- access_level: local
  checksum: 0543f473d509ee545f4ed3a56f742f4b
  content_type: application/x-zip-compressed
  creator: osagi
  date_created: 2024-09-18T14:14:02Z
  date_updated: 2024-09-19T09:20:33Z
  file_id: '18094'
  file_name: Thesis_OliverSagi.zip
  file_size: 172098524
  relation: source_file
file_date_updated: 2024-09-19T09:20:33Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '111'
project:
- _id: bd8bd29e-d553-11ed-ba76-f0070d4b237a
  grant_number: P36507
  name: Merging spin and superconducting qubits in planar Ge
- _id: c0977eea-5a5b-11eb-8a69-a862db0cf4d1
  grant_number: I05060
  name: High impedance circuit quantum electrodynamics with hole spins
- _id: 262116AA-B435-11E9-9278-68D0E5697425
  name: Hybrid Semiconductor - Superconductor Quantum Devices
- _id: 237E5020-32DE-11EA-91FC-C7463DDC885E
  call_identifier: H2020
  grant_number: '862046'
  name: TOPOLOGICALLY PROTECTED AND SCALABLE QUANTUM BITS
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '17202'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Georgios
  full_name: Katsaros, Georgios
  id: 38DB5788-F248-11E8-B48F-1D18A9856A87
  last_name: Katsaros
  orcid: 0000-0001-8342-202X
title: Hybrid circuits on planar Germanium
tmp:
  image: /images/cc_by_nc_sa.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
    BY-NC-SA 4.0)
  short: CC BY-NC-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '17206'
abstract:
- lang: eng
  text: "Males and females exhibit numerous differences, from the initial stages of
    sex determination to the\r\ndevelopment of secondary sexual characteristics. In
    Drosophila, these differences have been\r\nthoroughly studied. Extensive research
    has been performed to understand the role and molecular\r\nmode of action of central
    sex in determining switch genes, such as transformer (tra) and Sex-lethal\r\n(Sxl).
    Furthermore, studies have highlighted differential gene expression as an essential
    mechanism to\r\ncreate sexual dimorphism. An alternative path to sexual dimorphism
    that has been less explored is\r\nalternative splicing, the mechanism through
    which genes can produce multiple transcripts with\r\ndistinct properties and functions.
    The primary switch sex-determining gene Sxl is a good example of\r\nthe role of
    alternative splicing for sex-specific functions: the inclusion of a specific exon
    determines\r\nthe male or female form of the protein, which in turn switches on
    either the male or female\r\ndevelopmental pathway. The genes that act upstream
    of Sxl and determine which form is expressed -\r\nthe counter genes - have received
    less attention. This thesis addresses two critical questions about\r\nthe molecular
    encoding of sexes in the Drosophila melanogaster genome: First, the use of splice
    forms\r\nin male and female tissues in D. melanogaster is examined, inferring
    the molecular and evolutionary\r\nparameters shaping the diversity of the splicing
    landscape. Second, the behaviour of counter genes in\r\nDrosophila-related species
    is investigated, shedding light on potential changes leading to their\r\nincorporation
    into the sex-determination pathway.\r\nFor the alternative splicing analyses,
    long-read RNA sequencing of testes, ovaries, female and male\r\nmidguts, heads,
    and whole bodies was performed. A novel pipeline was developed to assign unique\r\ntranscript
    identifiers for each sequence of exons and introns in the read, enabling detailed\r\ncomparisons
    of splicing variants in each tissue/sex. Alternative splicing was found to be
    more\r\npervasive in females than males (22,201 exclusive splice forms in females
    versus 12,631 in males),\r\nespecially when comparing ovaries to other tissues.
    The ovaries alone displayed 15,299 exclusive\r\nsplice forms, suggesting most
    female exclusive splice forms originate there. Genome location and gene\r\nage
    were also correlated with the number of splice forms per gene. In particular,
    the X and 4th\r\nchromosomes (Muller elements A and F) showed more splice forms
    per gene than other\r\nchromosomes. Additionally, genes older than 63 million
    years exhibited more splice forms per gene\r\nthan younger genes. Our results
    suggest that alternative splicing is more prevalent than previously\r\nbelieved,
    with numerous female-exclusive forms, age, and location playing significant roles
    in shaping\r\nits prevalence.\r\nFor the counter genes analyses, we combined published
    gene expression, genomic, and gene\r\ninteraction data from various clades (Bactrocera
    jarvisi, B. oleae, Ceratitis capitata, Mus musculus,\r\nCaenorhabditis elegans,
    Homo sapiens, and D. melanogaster). The counter genes scute (sc), extra\r\nmacrochaetae
    (emc), groucho (gro), deadpan (dpn), daughterless (da), runt (run), Sxl, hermaphrodite\r\n(her),
    and tra maintain conserved Muller element locations between C. capitata and D.
    melanogaster,\r\nwhich are most of the counter genes identified in the C. capitata
    genome. Their expression patterns\r\nduring early embryogenesis in B. jarvisi
    and D. melanogaster are also similar for counter genes dpn,\r\ngro, da, and emc.
    However, Sxl and sc are also found to have more extreme expression ratios between\r\nthe
    species. Lastly, gene interactions within the counter genes are conserved, with
    da-sc and gro-dpn\r\ninteractions occurring in Drosophila, worms, humans, and
    mice. Interactions such as dpn-sc, dpn-da,\r\nda-emc, and gro-run are present
    in Drosophila, mice, and humans, suggesting these genes were\r\nrecruited by ancestral
    characteristics, primarily during embryogenesis. The conserved expression,\r\nlocation,
    and interactions of counter genes suggest serendipitous recruitment of such genes
    instead\r\nof a change in those characteristics as they were recruited for this
    function. "
acknowledged_ssus:
- _id: ScienComp
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Julia
  full_name: Raices, Julia
  id: 3EE67F22-F248-11E8-B48F-1D18A9856A87
  last_name: Raices
citation:
  ama: 'Raices J. Novel approaches to studying alternative splicing in Drosophila
    Melanogaster : Insights into sex-specific gene expression and the evolution of
    sex determination. 2024. doi:<a href="https://doi.org/10.15479/at:ista:17206">10.15479/at:ista:17206</a>'
  apa: 'Raices, J. (2024). <i>Novel approaches to studying alternative splicing in
    Drosophila Melanogaster : Insights into sex-specific gene expression and the evolution
    of sex determination</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:17206">https://doi.org/10.15479/at:ista:17206</a>'
  chicago: 'Raices, Julia. “Novel Approaches to Studying Alternative Splicing in Drosophila
    Melanogaster : Insights into Sex-Specific Gene Expression and the Evolution of
    Sex Determination.” Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:17206">https://doi.org/10.15479/at:ista:17206</a>.'
  ieee: 'J. Raices, “Novel approaches to studying alternative splicing in Drosophila
    Melanogaster : Insights into sex-specific gene expression and the evolution of
    sex determination,” Institute of Science and Technology Austria, 2024.'
  ista: 'Raices J. 2024. Novel approaches to studying alternative splicing in Drosophila
    Melanogaster : Insights into sex-specific gene expression and the evolution of
    sex determination. Institute of Science and Technology Austria.'
  mla: 'Raices, Julia. <i>Novel Approaches to Studying Alternative Splicing in Drosophila
    Melanogaster : Insights into Sex-Specific Gene Expression and the Evolution of
    Sex Determination</i>. Institute of Science and Technology Austria, 2024, doi:<a
    href="https://doi.org/10.15479/at:ista:17206">10.15479/at:ista:17206</a>.'
  short: 'J. Raices, Novel Approaches to Studying Alternative Splicing in Drosophila
    Melanogaster : Insights into Sex-Specific Gene Expression and the Evolution of
    Sex Determination, Institute of Science and Technology Austria, 2024.'
corr_author: '1'
date_created: 2024-07-05T14:15:29Z
date_published: 2024-07-05T00:00:00Z
date_updated: 2026-04-07T13:03:22Z
day: '05'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: BeVi
- _id: GradSch
doi: 10.15479/at:ista:17206
ec_funded: 1
file:
- access_level: closed
  checksum: d5e9234bde8667b005a8cfe18bb467d3
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: cchlebak
  date_created: 2024-07-11T07:18:01Z
  date_updated: 2025-01-11T23:30:04Z
  embargo_to: open_access
  file_id: '17223'
  file_name: ThesisRaices2024_postDefense.docx
  file_size: 13788479
  relation: source_file
- access_level: open_access
  checksum: f5ed0139aa3e11ce58369f0915647c5c
  content_type: application/pdf
  creator: cchlebak
  date_created: 2024-07-11T07:22:32Z
  date_updated: 2025-01-11T23:30:04Z
  embargo: 2025-01-11
  file_id: '17224'
  file_name: ThesisRaices2024_nosignature.pdf
  file_size: 5580296
  relation: main_file
file_date_updated: 2025-01-11T23:30:04Z
has_accepted_license: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-sa/4.0/
month: '07'
oa: 1
oa_version: Published Version
page: '82'
project:
- _id: 250BDE62-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715257'
  name: Prevalence and Influence of Sexual Antagonism on Genome Evolution
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Beatriz
  full_name: Vicoso, Beatriz
  id: 49E1C5C6-F248-11E8-B48F-1D18A9856A87
  last_name: Vicoso
  orcid: 0000-0002-4579-8306
title: 'Novel approaches to studying alternative splicing in Drosophila Melanogaster
  : Insights into sex-specific gene expression and the evolution of sex determination'
tmp:
  image: /images/cc_by_sa.png
  legal_code_url: https://creativecommons.org/licenses/by-sa/4.0/legalcode
  name: Creative Commons Attribution-ShareAlike 4.0 International Public License (CC
    BY-SA 4.0)
  short: CC BY-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '18101'
abstract:
- lang: eng
  text: "The Retroviridae family consists of two sub-families, the Orthoretrovirinae
    and the\r\nSpumaretrovirinae. The Orthoretroviruses contain important human pathogens,
    such as the\r\nhuman immunodeficiency virus 1 (HIV-1). They also harbor other
    retrovirus species which\r\nare regularly used as model systems to study the retroviral
    life cycle. The main structural\r\ncomponent of the retroviruses, is the Gag protein
    and its truncation derivatives occurring\r\nduring viral maturation. Orthoretroviral
    Gag assemblies have been extensively studied to\r\nunderstand the interactions
    that confer stability and morphology to viral particles.\r\nThe Spumaretrovirinae
    subfamily represent an early diverging branch of the Retroviridae.\r\nIts members,
    the Foamy viruses (FV), share most of the conventional features found in\r\nretroviruses.
    However, they also possess multiple characteristics that make them unique. In\r\nparticular,
    FV Gag does not get extensively cleaved as in orthoretroviruses. Hence, the Gag\r\narchitecture
    deviates from the canonical domain arrangement in FV. They also exhibit a\r\npeculiar
    particle morphology, having no apparent immature state and a seemingly\r\nicosahedral
    mature particle. Due to this, many fundamental questions on FV structural\r\nassembly
    mechanisms remain open. To answer these questions, was the main focus of this\r\nthesis.\r\nMainly,
    it is not known how FV assemble their core in a virus particle and what are the\r\nimportant
    assembly interaction sites within said core. What is the minimum assembly\r\ncompetent
    domain of FV Gag? Is there a morphological change in the assembly type of FVGag
    lattices? If so, what is defining these morphological shifts? Finally, it would
    be\r\ninteresting to know what is the evolutionary relationship between FV and
    the rest of the\r\nretrotranscribing elements, from a structural point of view?\r\nTo
    answer these questions, membrane-enveloped mammalian cell-derived FV virus-like\r\nparticles
    (VLPs) were produced. Cryo-electron tomography (cryo-ET) analysis suggested\r\nthese
    FV VLPs do not form a canonical retroviral Gag lattice structure, which is in
    line with\r\nearlier observations. To further evaluate FV Gag assembly competence
    and morphology,\r\nthe first bacterial cell-derived in vitro VLP assembly system
    was designed and optimized.\r\nUsing this system with different truncation variants,
    the minimum assembly competent\r\ndomain of FV Gag was found to be the putative
    CA300-477 domain. Varying VLP\r\nmorphologies were also observed and strongly
    suggested residues upstream of CA300-477\r\nplay a role in morphology determination.
    Finally, a combined cryo-electron microscopy (cryoEM) and cryo-ET approach was
    taken to analyze tubular assemblies from the minimal\r\nassembly competent domain.
    This revealed an unexpectedly unique non-canonical\r\nassembly architecture. Three
    novel lattice stabilizing interfaces were described which\r\nproved to be as unique
    as the lattice arrangement. Comparison to a newly published FV CA\r\ncore structure
    revealed the CA-CA interactions in the atypical assembly do not recapitulate\r\nwhat
    is described for the FV core lattice. However, the new in vitro VLP assembly system\r\nobtained
    in this thesis also provides an exciting opportunity to study still unresolved
    FV\r\nassembly features in a potentially facilitated approach compared to conventional
    methods.\r\nIn summary, this work provided a deeper understanding of the basic
    FV Gag assembly unit,\r\nas well as presenting the first FV Gag-derived in vitro
    VLP assembly system. This system\r\nreveals a novel and unique assembly architecture
    among retroviral in vitro assemblies."
acknowledged_ssus:
- _id: EM-Fac
- _id: LifeSc
- _id: ScienComp
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Dario J
  full_name: Porley, Dario J
  id: 2FD6EA6C-F248-11E8-B48F-1D18A9856A87
  last_name: Porley
citation:
  ama: Porley Esteves D. Structural characterization of spumavirus capsid assemblies.
    2024. doi:<a href="https://doi.org/10.15479/at:ista:18101">10.15479/at:ista:18101</a>
  apa: Porley Esteves, D. (2024). <i>Structural characterization of spumavirus capsid
    assemblies</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18101">https://doi.org/10.15479/at:ista:18101</a>
  chicago: Porley Esteves, Darío. “Structural Characterization of Spumavirus Capsid
    Assemblies.” Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18101">https://doi.org/10.15479/at:ista:18101</a>.
  ieee: D. Porley Esteves, “Structural characterization of spumavirus capsid assemblies,”
    Institute of Science and Technology Austria, 2024.
  ista: Porley Esteves D. 2024. Structural characterization of spumavirus capsid assemblies.
    Institute of Science and Technology Austria.
  mla: Porley Esteves, Darío. <i>Structural Characterization of Spumavirus Capsid
    Assemblies</i>. Institute of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:18101">10.15479/at:ista:18101</a>.
  short: D. Porley Esteves, Structural Characterization of Spumavirus Capsid Assemblies,
    Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-09-20T10:21:03Z
date_published: 2024-09-26T00:00:00Z
date_updated: 2026-04-07T13:21:01Z
day: '26'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: FlSc
doi: 10.15479/at:ista:18101
ec_funded: 1
file:
- access_level: closed
  checksum: 3b8b0bacfe61112f3852744f3170e468
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: dporley
  date_created: 2024-09-26T13:40:33Z
  date_updated: 2025-03-25T23:30:03Z
  embargo_to: open_access
  file_id: '18149'
  file_name: PhD_thesis_DPorley_final_20240919.docx
  file_size: 14213128
  relation: source_file
- access_level: open_access
  checksum: 6c3a652a8eede874118e11d66a63652f
  content_type: application/pdf
  creator: dporley
  date_created: 2024-09-26T13:41:39Z
  date_updated: 2025-03-25T23:30:03Z
  embargo: 2025-03-25
  file_id: '18150'
  file_name: PhD_thesis_DPorley_final_20240926_pdfa1.pdf
  file_size: 18583031
  relation: main_file
file_date_updated: 2025-03-25T23:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '131'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 9B9C98E0-BA93-11EA-9121-9846C619BF3A
  grant_number: '25762'
  name: Structural characterization of spumavirus capsid assemblies to understand
    conserved Ortervirales assembly mechanisms
publication_identifier:
  isbn:
  - 978-3-99078-041-1
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Florian KM
  full_name: Schur, Florian KM
  id: 48AD8942-F248-11E8-B48F-1D18A9856A87
  last_name: Schur
  orcid: 0000-0003-4790-8078
title: Structural characterization of spumavirus capsid assemblies
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: repository
_id: '17465'
abstract:
- lang: eng
  text: "In the modern age of machine learning, artificial neural networks have become
    an integral part\r\nof many practical systems. One of the key ingredients of the
    success of the deep learning\r\napproach is recent computational advances which
    allowed the training of models with billions\r\nof parameters on large-scale data.
    Such over-parameterized and data-hungry regimes pose a\r\nchallenge for the theoretical
    analysis of modern models since “classical” statistical wisdom\r\nis no longer
    applicable. In this view, it is paramount to extend or develop new machinery\r\nthat
    will allow tackling the neural network analysis under new challenging asymptotic
    regimes,\r\nwhich is the focus of this thesis.\r\nLarge neural network systems
    are usually optimized via “local” search algorithms, such\r\nas stochastic gradient
    descent (SGD). However, given the high-dimensional nature of the\r\nparameter
    space, it is a priori not clear why such a crude “local” approach works so remarkably\r\nwell
    in practice. We take a step towards demystifying this phenomenon by showing that\r\nthe
    landscape of the SGD training dynamics exhibits a few beneficial properties for
    the\r\noptimization. First, we show that along the SGD trajectory an over-parameterized
    network\r\nis dropout stable. The emergence of dropout stability allows to conclude
    that the minima\r\nfound by SGD are connected via a continuous path of small loss.
    This in turn means that\r\nthe high-dimensional landscape of the neural network
    optimization problem is provably not so\r\nunfavourable to gradient-based training,
    due to mode connectivity. Next, we show that SGD\r\nfor an over-parameterized
    network tends to find solutions that are functionally more “simple”.\r\nThis in
    turn means that the SGD minima are more robust, since a less complicated solution\r\nwill
    less likely overfit the data. More formally, for a prototypical example of a wide
    two-layer\r\nReLU network on a 1d regression task we show that the SGD algorithm
    is implicitly selective in\r\nits choice of an interpolating solution. Namely,
    at convergence the neural network implements\r\na piece-wise linear function with
    the number of linear regions depending only on the amount\r\nof training data.
    This is in contrast to a “smooth”-like behaviour which one would expect\r\ngiven
    such a severe over-parameterization of the model.\r\nDiverging from the generic
    supervised setting of classification and regression problems, we\r\nanalyze an
    auto-encoder model that is commonly used for representation learning and data\r\ncompression.
    Despite the wide applicability of the auto-encoding paradigm, the theoretical\r\nunderstanding
    of their behaviour is limited even in the simplistic shallow case. The related\r\nwork
    is restricted to extreme asymptotic regimes in which the auto-encoder is either
    severely\r\nover-parameterized or under-parameterized. In contrast, we provide
    a tight characterization\r\nfor the 1-bit compression of Gaussian signals in the
    challenging proportional regime, i.e., the\r\ninput dimension and the size of
    the compressed representation obey the same asymptotics.\r\nWe also show that
    gradient-based methods are able to find a globally optimal solution and\r\nthat
    the predictions made for Gaussian data extrapolate beyond - to the case of compression\r\nof
    natural images. Next, we relax the Gaussian assumption and study more structured
    input\r\nsources. We show that the shallow model is sometimes agnostic to the
    structure of the data\r\nvii\r\nwhich results in a Gaussian-like behaviour. We
    prove that making the decoding component\r\nslightly less shallow is already enough
    to escape the “curse” of Gaussian performance.\r\n"
acknowledged_ssus:
- _id: ScienComp
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Aleksandr
  full_name: Shevchenko, Aleksandr
  id: F2B06EC2-C99E-11E9-89F0-752EE6697425
  last_name: Shevchenko
citation:
  ama: Shevchenko A. High-dimensional limits in artificial neural networks. 2024.
    doi:<a href="https://doi.org/10.15479/at:ista:17465">10.15479/at:ista:17465</a>
  apa: Shevchenko, A. (2024). <i>High-dimensional limits in artificial neural networks</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:17465">https://doi.org/10.15479/at:ista:17465</a>
  chicago: Shevchenko, Alexander. “High-Dimensional Limits in Artificial Neural Networks.”
    Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:17465">https://doi.org/10.15479/at:ista:17465</a>.
  ieee: A. Shevchenko, “High-dimensional limits in artificial neural networks,” Institute
    of Science and Technology Austria, 2024.
  ista: Shevchenko A. 2024. High-dimensional limits in artificial neural networks.
    Institute of Science and Technology Austria.
  mla: Shevchenko, Alexander. <i>High-Dimensional Limits in Artificial Neural Networks</i>.
    Institute of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:17465">10.15479/at:ista:17465</a>.
  short: A. Shevchenko, High-Dimensional Limits in Artificial Neural Networks, Institute
    of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-08-28T15:14:25Z
date_published: 2024-08-29T00:00:00Z
date_updated: 2025-04-25T10:32:06Z
day: '29'
ddc:
- '519'
degree_awarded: PhD
department:
- _id: GradSch
- _id: DaAl
- _id: MaMo
doi: 10.15479/at:ista:17465
file:
- access_level: open_access
  checksum: da6dd3166078934577f6af93d27000e2
  content_type: application/pdf
  creator: ashevche
  date_created: 2024-09-02T09:23:32Z
  date_updated: 2024-10-05T22:30:05Z
  embargo: 2024-10-04
  file_id: '17482'
  file_name: thesis_a2b.pdf
  file_size: 4468610
  relation: main_file
- access_level: closed
  checksum: 76a39ef252239560923cdda4ce0a31a4
  content_type: application/zip
  creator: ashevche
  date_created: 2024-09-02T09:23:46Z
  date_updated: 2024-10-05T22:30:05Z
  embargo_to: open_access
  file_id: '17483'
  file_name: Thesis Alex - ISTA.zip
  file_size: 15930999
  relation: source_file
file_date_updated: 2024-10-05T22:30:05Z
has_accepted_license: '1'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
page: '232'
project:
- _id: 059876FA-7A3F-11EA-A408-12923DDC885E
  name: Prix Lopez-Loretta 2019 - Marco Mondelli
- _id: 9B9290DE-BA93-11EA-9121-9846C619BF3A
  grant_number: W1260-N35
  name: Vienna Graduate School on Computational Optimization
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '11420'
    relation: part_of_dissertation
    status: public
  - id: '17469'
    relation: part_of_dissertation
    status: public
  - id: '14459'
    relation: part_of_dissertation
    status: public
  - id: '9198'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Marco
  full_name: Mondelli, Marco
  id: 27EB676C-8706-11E9-9510-7717E6697425
  last_name: Mondelli
  orcid: 0000-0002-3242-7020
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
title: High-dimensional limits in artificial neural networks
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2024'
...
---
OA_place: publisher
_id: '17119'
abstract:
- lang: eng
  text: "Genomes are shaped by natural selection at the level of the organism, as
    genomic variants that\r\nhave a beneficial effect on the viability or fecundity
    of their carriers are on average expected\r\nto be passed on to more offspring
    than less beneficial alleles. However, selection also favors\r\ngenomic variants
    that drive their own transmission to the next generation above the mendelian\r\nexpectation
    of 50 percent in heterozygotes, even if these self-promoting variants are less\r\nbeneficial
    to the organism than other variants at the same locus. Such variants, called meiotic\r\ndrivers,
    are found in diverse taxa, and often impose fitness costs on their host organisms.
    As\r\nmeiotic drivers often require multiple genes and sequences for transmission
    ratio distortion,\r\nthey are often found in regions of low recombination, such
    as inversions, which prevent their\r\nrecombination with the non-driving homologous
    regions. Reduced recombination rates are\r\nexpected to lead to the accumulation
    of deleterious mutations, which may affect hundreds\r\nof genes trapped in the
    inversions of meiotic drivers. Although the observed fitness costs of\r\nself-promoting
    haplotypes are thought to possibly reflect sequence degeneration, no study has\r\nsystematically
    investigated the level of degeneration on a meiotic driver. Further, the low\r\nrates
    of recombination between driving and non-driving haplotypes have limited the power
    of\r\ntraditional genetic studies in uncovering the gene content of meiotic drivers,
    and made the\r\nthe identification of the genes causing transmission ratio distortion
    difficult.\r\nAfter an introduction to meiotic drivers in Chapter 1, this thesis
    presents three studies that\r\nmake use of next generation sequencing data to
    characterize the sequence and expression\r\nevolution of genes on the t-haplotype,
    a large and ancient meiotic driver in house mice that is\r\ntransmitted to up
    to 100% of the offspring in males heterozygous for it. Chapter 2 presents\r\na
    comprehensive assessment of the t-haplotype’s sequence evolution, which shows
    signs of\r\nsequence degeneration counteracted by occasional recombination with
    the non-driving homolog\r\nover large parts of the meiotic driver, proposing an
    explanation for its long-term survival.\r\nChapter 3 investigates the sequence
    and expression evolution of genes on the t-haplotype,\r\nand finds widespread
    expression and copy number changes and signs of less efficient purifying\r\nselection
    compared to the genes on the non-driving homolog. Further, this chapter finds\r\ncandidates
    for involvment in drive: two positively selected genes on the t-haplotype, and\r\nthe
    discovery of a t-specific gene duplicate, which was gained from another chromosome,\r\nand
    which acquired novel sequence and testis-specific expression on the t-haplotype.
    Finally,\r\nChapter 4 provides unprecedented insights into the gene expression
    landscape in testes of\r\nt-carrier mice, using single nucleus sequencing. Cell-resolved
    RNA-sequencing allows the\r\ncomparison of expression in spermatids carrying or
    not carrying the t-haplotype as well as the\r\ntiming of t-haplotype-induced expression
    changes along spermatogenesis. This study shows\r\nthe timing of previously found
    drive-associated genes, and uncovers novel candidate genes and\r\nbiological processes
    that may underlie the complex biology of transmission ratio distortion of\r\nthe
    t-haplotype. Chapter 5 synthesizes the findings of the three studies, and discusses
    them in\r\nthe context of the current state of meiotic drive research."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Réka K
  full_name: Kelemen, Réka K
  id: 48D3F8DE-F248-11E8-B48F-1D18A9856A87
  last_name: Kelemen
  orcid: 0000-0002-8489-9281
citation:
  ama: Kelemen RK. Characterizing the sequence and expression evolution of the t-haplotype,
    a model meiotic driver. 2024. doi:<a href="https://doi.org/10.15479/at:ista:17119">10.15479/at:ista:17119</a>
  apa: Kelemen, R. K. (2024). <i>Characterizing the sequence and expression evolution
    of the t-haplotype, a model meiotic driver</i>. Institute of Science and Technology
    Austria. <a href="https://doi.org/10.15479/at:ista:17119">https://doi.org/10.15479/at:ista:17119</a>
  chicago: Kelemen, Réka K. “Characterizing the Sequence and Expression Evolution
    of the T-Haplotype, a Model Meiotic Driver.” Institute of Science and Technology
    Austria, 2024. <a href="https://doi.org/10.15479/at:ista:17119">https://doi.org/10.15479/at:ista:17119</a>.
  ieee: R. K. Kelemen, “Characterizing the sequence and expression evolution of the
    t-haplotype, a model meiotic driver,” Institute of Science and Technology Austria,
    2024.
  ista: Kelemen RK. 2024. Characterizing the sequence and expression evolution of
    the t-haplotype, a model meiotic driver. Institute of Science and Technology Austria.
  mla: Kelemen, Réka K. <i>Characterizing the Sequence and Expression Evolution of
    the T-Haplotype, a Model Meiotic Driver</i>. Institute of Science and Technology
    Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:17119">10.15479/at:ista:17119</a>.
  short: R.K. Kelemen, Characterizing the Sequence and Expression Evolution of the
    T-Haplotype, a Model Meiotic Driver, Institute of Science and Technology Austria,
    2024.
corr_author: '1'
date_created: 2024-06-07T16:14:13Z
date_published: 2024-06-20T00:00:00Z
date_updated: 2026-04-07T13:21:37Z
day: '20'
ddc:
- '576'
degree_awarded: PhD
department:
- _id: GradSch
- _id: BeVi
doi: 10.15479/at:ista:17119
ec_funded: 1
file:
- access_level: closed
  checksum: fab59146e3b3dc2e5d214576984a2a63
  content_type: application/zip
  creator: rkelemen
  date_created: 2024-06-07T16:09:17Z
  date_updated: 2025-01-10T23:30:10Z
  embargo_to: open_access
  file_id: '17121'
  file_name: thesis.zip
  file_size: 180557931
  relation: source_file
- access_level: open_access
  checksum: 91cc4c25a792239e8a7688e8aec7c62a
  content_type: application/pdf
  creator: rkelemen
  date_created: 2024-07-10T08:00:20Z
  date_updated: 2025-01-10T23:30:10Z
  embargo: 2025-01-10
  file_id: '17213'
  file_name: thesis_to_archive.pdf
  file_size: 19405484
  relation: main_file
file_date_updated: 2025-01-10T23:30:10Z
has_accepted_license: '1'
keyword:
- meiotic driver
- neofunctionalization
- single nucleus sequencing
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: '105'
project:
- _id: 250BDE62-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715257'
  name: Prevalence and Influence of Sexual Antagonism on Genome Evolution
- _id: 34ae1506-11ca-11ed-8bc3-c14f4c474396
  grant_number: F8810
  name: The highjacking of meiosis for asexual reproduction
publication_identifier:
  isbn:
  - 978-3-99078-039-8
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '542'
    relation: part_of_dissertation
    status: public
  - id: '10767'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Beatriz
  full_name: Vicoso, Beatriz
  id: 49E1C5C6-F248-11E8-B48F-1D18A9856A87
  last_name: Vicoso
  orcid: 0000-0002-4579-8306
title: Characterizing the sequence and expression evolution of the t-haplotype, a
  model meiotic driver
tmp:
  image: /images/cc_by_nc_sa.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
    BY-NC-SA 4.0)
  short: CC BY-NC-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '18477'
abstract:
- lang: eng
  text: "ADAR1 is broadly expressed across various tissues and is vital in regulating
    pathways\r\nassociated with innate immune responses. ADAR1 marks double-stranded
    RNA as \"self\"\r\nthrough its A-to-I editing activity, effectively repressing
    autoimmunity and maintaining\r\nimmune tolerance. This editing process has been
    detected at millions of sites across the\r\nhuman genome. However, the mechanism
    underlying ADAR1's substrate selectivity\r\nproperties remains largely unclear,
    with much of the current knowledge derived from\r\ncomparisons to its more extensively
    studied homolog, ADAR2. By studying ADAR1 in complex\r\nwith its RNA substrates
    and applying a combination of biochemical techniques and structural\r\nstudies
    using CryoEM, we aim to gain a more comprehensive understanding of the substrate\r\nselectivity
    characteristics of ADAR1.\r\nIn this thesis, the purification protocol for ADAR1
    was successfully optimized, resulting in the\r\nfirst report in the literature
    to achieve high protein purity and activity. This advancement\r\nenabled the investigation
    of complex formation between ADAR1 and various RNA substrates,\r\nleading to the
    identification of optimal conditions for preparing the cryoEM sample. However,\r\ndespite
    comprehensive optimization of the cryo-EM conditions, the resulting data lacked
    the\r\ndesired quality, highlighting the need for similar rigorous optimization
    of the RNA substrates\r\nto facilitate structural studies of the ADAR1-RNA complex.
    The study was complemented by\r\nAlphaFold predictions, which provided some insights
    into this mechanism.\r\nMoreover, during this project I established a collaboration
    with a research group focused on\r\nstudying ADAR homologs. Notably ADAR homologs
    were identified in bivalve species, and it\r\nwas further demonstrated that ADAR
    and its A-to-I editing activity are upregulated in Pacific\r\noysters during infections
    with Ostreid herpesvirus-1—a highly infectious virus that leads to\r\nsignificant
    losses in oyster populations globally. I successfully purified oyster ADAR and\r\nprepared
    in vitro edited RNA for nanopore sequencing—a direct sequencing technology\r\ncapable
    of detecting modified nucleotides without the need for reverse transcription.
    The\r\ncollaborators initiated optimization of this nanopore-based approach. However,
    current\r\ntechnological limitations still constrain the reliable detection of
    modified nucleotides.\r\nThe project also examined the impact of RNA editing on
    RNA binding and filament formation\r\nby MDA5, a key cytosolic dsRNA sensor that
    triggers an interferon response. A primary target\r\nof ADAR1's editing activity
    is RNA derived from repetitive elements present in the genome,\r\nparticularly
    Alu elements forming double-stranded RNA. When unedited, these RNA\r\nsequences
    are recognized by MDA5. However, the mechanisms by which MDA5 interacts with\r\nAlu
    RNAs, as well as the role of A-to-I editing in influencing this binding, are still
    not well\r\nunderstood.\r\nThe interaction between MDA5 and Alu elements, was
    successfully established. This was\r\nachieved through the testing of different
    RNA variants and the evaluation of filament\r\nformation using binding techniques
    and electron microscopy imaging. This groundwork has\r\nset the conditions for
    further evaluation using CryoEM. Furthermore, the effects of A-to-I\r\nediting
    on the binding properties of MDA5 with Alu RNA were investigated. Given the recent\r\nresearch
    that has provided new insights into MDA5's interaction with dsRNA, it is essential
    to\r\nrevise the experimental setup to integrate these findings before moving
    forward with the\r\nCryoEM sample analysis."
acknowledged_ssus:
- _id: EM-Fac
- _id: LifeSc
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Beata M
  full_name: Kaczmarek, Beata M
  id: 36FA4AFA-F248-11E8-B48F-1D18A9856A87
  last_name: Kaczmarek
citation:
  ama: Kaczmarek BM. Biochemical and structural insights into ADAR1 RNA editing. 2024.
    doi:<a href="https://doi.org/10.15479/at:ista:18477">10.15479/at:ista:18477</a>
  apa: Kaczmarek, B. M. (2024). <i>Biochemical and structural insights into ADAR1
    RNA editing</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18477">https://doi.org/10.15479/at:ista:18477</a>
  chicago: Kaczmarek, Beata M. “Biochemical and Structural Insights into ADAR1 RNA
    Editing.” Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18477">https://doi.org/10.15479/at:ista:18477</a>.
  ieee: B. M. Kaczmarek, “Biochemical and structural insights into ADAR1 RNA editing,”
    Institute of Science and Technology Austria, 2024.
  ista: Kaczmarek BM. 2024. Biochemical and structural insights into ADAR1 RNA editing.
    Institute of Science and Technology Austria.
  mla: Kaczmarek, Beata M. <i>Biochemical and Structural Insights into ADAR1 RNA Editing</i>.
    Institute of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:18477">10.15479/at:ista:18477</a>.
  short: B.M. Kaczmarek, Biochemical and Structural Insights into ADAR1 RNA Editing,
    Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-10-27T07:35:13Z
date_published: 2024-10-29T00:00:00Z
date_updated: 2026-04-07T13:23:59Z
day: '29'
ddc:
- '572'
degree_awarded: PhD
department:
- _id: GradSch
- _id: CaBe
doi: 10.15479/at:ista:18477
file:
- access_level: closed
  checksum: 2053294ea4d770c495e4cc501e2a218b
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: bkaczmar
  date_created: 2024-10-29T11:56:36Z
  date_updated: 2025-10-29T23:30:02Z
  embargo_to: open_access
  file_id: '18485'
  file_name: 20241029_PhD_thesis_BKaczmarek.docx
  file_size: 23136626
  relation: source_file
- access_level: open_access
  checksum: 8ce857a4cd44b776791eaf180ac9dbb3
  content_type: application/pdf
  creator: bkaczmar
  date_created: 2024-10-29T11:56:44Z
  date_updated: 2025-10-29T23:30:02Z
  embargo: 2025-10-29
  file_id: '18486'
  file_name: 20241029_PhD_thesis_BKaczmarek.pdf
  file_size: 11707360
  relation: main_file
file_date_updated: 2025-10-29T23:30:02Z
has_accepted_license: '1'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: '124'
publication_identifier:
  isbn:
  - 978-3-99078-045-9
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Carrie A
  full_name: Bernecky, Carrie A
  id: 2CB9DFE2-F248-11E8-B48F-1D18A9856A87
  last_name: Bernecky
  orcid: 0000-0003-0893-7036
title: Biochemical and structural insights into ADAR1 RNA editing
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '17319'
abstract:
- lang: eng
  text: "This thesis comprises two distinct projects, each offering unique insights
    into fundamental\r\ncellular processes. While distinct in their focus, these different
    perspectives have a common\r\ntheme: chemiosmotic theory and utilisation of the
    proton gradient for driving the essential\r\nprocesses like auxin efflux and ATP
    synthesis, effectively bridging the membrane protein\r\nstructure and function
    from the realms of plant biology and cellular bioenergetics.\r\nThe first project
    of this thesis centres on the characterisation of PIN proteins, a class of\r\ntransmembrane
    transporters pivotal in the regulation of auxin transport and distribution in\r\nplants.
    PINs form a conserved and phylogenetically abundant group of transporters present
    in\r\nland plants and certain algae. Despite their great importance, they were
    one of the few elusive\r\nproteins essential for plant development not to be structurally
    and mechanistically\r\ncharacterised since their discovery almost 30 years ago.
    This work aimed to uncover the\r\nstructural and functional dynamics of the PIN
    protein-mediated auxin transport using an array\r\nof experimental techniques,
    including protein purification, biochemical assays and structural\r\nanalysis.
    Through an exhaustive screening process that took several years and included testing\r\ndifferent
    PIN homologues, expression systems, constructs, and purification conditions, we\r\ndeveloped
    a robust protocol for isolating the pure, stable, and monodisperse PIN8 protein.\r\nMoreover,
    utilising biophysical methods and buffer screening, we demonstrated that PIN8\r\nexhibits
    detergent and pH-dependent stability, with mild detergents and lower pH (5.0 and
    6.0)\r\nbeing optimal for the stability of the protein. Using SEC-MALS and crosslinking,
    we\r\ndetermined that PIN8 forms dimers, which was confirmed by our structural
    studies. We\r\nobtained a cryo-EM map of PIN8 at pH 6.0, and, compared to recently
    published structures,\r\nour map implies major pH-dependent conformational changes
    and possibly utilisation of the\r\nproton gradient in the transport mechanism.\r\nThe
    subject of the second project was F1Fo-ATP synthase, an enzyme complex fundamental\r\nto
    cellular energy metabolism. Through an approach integrating biochemical assays
    and\r\nstructural analysis, this research aimed to unveil the molecular mechanism
    of inhibition of ATP\r\nsynthase by yaku´amide, a bioactive compound with potential
    therapeutic implications. Using\r\nsubmitochondrial particles and purified F1Fo-ATP
    synthase, we demonstrated that, contrary to\r\npublished data, yaku´amide inhibits
    both ATP hydrolysis and ATP synthesis reactions.\r\nMoreover, we found that yaku´amide
    inhibitory activity is proton motive force (pmf)\r\ndependent, with lower inhibition
    in a more coupled system. Utilising cryo-EM, we obtained\r\nmaps and models for
    the three main rotational states of murine ATP synthase (State 1 at 3.0 Å,\r\n8\r\nState
    2 at 3.1 Å, and State 3 at 3.2 Å, overall). We observed several new features in
    our maps;\r\nhowever, we cannot definitively determine the exact mechanism of
    yaku amide’s inhibition on\r\nthe protein due to either resolution limits or suboptimal
    binding of the inhibitor."
acknowledged_ssus:
- _id: EM-Fac
- _id: LifeSc
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Kristina
  full_name: Lukic, Kristina
  id: 2B04DB84-F248-11E8-B48F-1D18A9856A87
  last_name: Lukic
  orcid: 0000-0003-1581-881X
citation:
  ama: 'Lukic K. Membrane proteins in plant physiology and bioenergetics : Investigating
    auxin efflux transporter PIN8 and ATP synthase inhibition by the novel inhibitor
    Yaku’amide B. 2024. doi:<a href="https://doi.org/10.15479/at:ista:17319">10.15479/at:ista:17319</a>'
  apa: 'Lukic, K. (2024). <i>Membrane proteins in plant physiology and bioenergetics :
    Investigating auxin efflux transporter PIN8 and ATP synthase inhibition by the
    novel inhibitor Yaku’amide B</i>. Institute of Science and Technology Austria.
    <a href="https://doi.org/10.15479/at:ista:17319">https://doi.org/10.15479/at:ista:17319</a>'
  chicago: 'Lukic, Kristina. “Membrane Proteins in Plant Physiology and Bioenergetics :
    Investigating Auxin Efflux Transporter PIN8 and ATP Synthase Inhibition by the
    Novel Inhibitor Yaku’amide B.” Institute of Science and Technology Austria, 2024.
    <a href="https://doi.org/10.15479/at:ista:17319">https://doi.org/10.15479/at:ista:17319</a>.'
  ieee: 'K. Lukic, “Membrane proteins in plant physiology and bioenergetics : Investigating
    auxin efflux transporter PIN8 and ATP synthase inhibition by the novel inhibitor
    Yaku’amide B,” Institute of Science and Technology Austria, 2024.'
  ista: 'Lukic K. 2024. Membrane proteins in plant physiology and bioenergetics :
    Investigating auxin efflux transporter PIN8 and ATP synthase inhibition by the
    novel inhibitor Yaku’amide B. Institute of Science and Technology Austria.'
  mla: 'Lukic, Kristina. <i>Membrane Proteins in Plant Physiology and Bioenergetics :
    Investigating Auxin Efflux Transporter PIN8 and ATP Synthase Inhibition by the
    Novel Inhibitor Yaku’amide B</i>. Institute of Science and Technology Austria,
    2024, doi:<a href="https://doi.org/10.15479/at:ista:17319">10.15479/at:ista:17319</a>.'
  short: 'K. Lukic, Membrane Proteins in Plant Physiology and Bioenergetics : Investigating
    Auxin Efflux Transporter PIN8 and ATP Synthase Inhibition by the Novel Inhibitor
    Yaku’amide B, Institute of Science and Technology Austria, 2024.'
corr_author: '1'
date_created: 2024-07-26T09:05:55Z
date_published: 2024-07-26T00:00:00Z
date_updated: 2026-04-07T13:20:44Z
day: '26'
ddc:
- '580'
degree_awarded: PhD
department:
- _id: LeSa
- _id: GradSch
doi: 10.15479/at:ista:17319
file:
- access_level: open_access
  checksum: 95517e697ea6a87e267e649cad560989
  content_type: application/pdf
  creator: cchlebak
  date_created: 2024-07-26T13:14:24Z
  date_updated: 2025-01-26T23:30:04Z
  embargo: 2025-01-26
  file_id: '17320'
  file_name: Thesis_Kristina_Lukic.pdf
  file_size: 24639084
  relation: main_file
- access_level: closed
  checksum: 74325746a9a05078fb9935dbf2aef752
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: cchlebak
  date_created: 2024-07-26T13:14:50Z
  date_updated: 2025-01-26T23:30:04Z
  embargo_to: open_access
  file_id: '17321'
  file_name: Thesis_Kristina_Lukic.docx
  file_size: 96334272
  relation: source_file
file_date_updated: 2025-01-26T23:30:04Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '224'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Leonid A
  full_name: Sazanov, Leonid A
  id: 338D39FE-F248-11E8-B48F-1D18A9856A87
  last_name: Sazanov
  orcid: 0000-0002-0977-7989
title: 'Membrane proteins in plant physiology and bioenergetics : Investigating auxin
  efflux transporter PIN8 and ATP synthase inhibition by the novel inhibitor Yaku''amide
  B'
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '17346'
abstract:
- lang: eng
  text: "Acquiring, retaining, and retrieving information over a wide range of timescales
    are crucial\r\nfunctions of the brain. The successful processing of memories affects
    many aspects of our\r\nlives and enables us and many other organisms to operate
    in a complex environment and\r\nto interact with it. In this context, the hippocampus
    and functionally connected brain\r\nareas, such as the prefrontal cortex, are
    central and have been subject to intensive research\r\nin the past decades. Storage
    of memories is believed to rely on distributed neural activity\r\nwithin these
    neural circuits. Additionally, neural memory traces of recent experience are\r\nreinstated
    during periods of rest or sleep. These reactivations are thought to play an\r\noutstanding
    role in the consolidation of memories and potentially facilitate the transfer
    of\r\ninformation from the hippocampus to cortical areas for long-term storage
    and integration\r\ninto existing knowledge.\r\nHowever, there is growing evidence
    that memory-related neural representations in the\r\nhippocampus are not as stable
    as initially thought and that they change even in the\r\nabsence of learning.
    It has been suggested that these changes reflect the accumulation of\r\nexperience,
    but the influence of interspersed consolidation periods has not been considered.\r\nPrevious
    studies have analyzed consolidation periods by detecting activity that strongly\r\nresembled
    neural activity during the acquisition of memory. Besides being often limited\r\nto
    only non-rapid eye movement (NREM) sleep, the used approaches were not capable
    of\r\ntracking changes in neural representations over extended temporal periods.
    More fluid\r\nrepresentations do not only challenge our understanding of how information
    is stored, but\r\nthey also affect the transfer of information between brain areas
    during the consolidation\r\nprocess.\r\nFor this thesis, I investigated the evolution
    of memory-related activity during sleep\r\nperiods expected to be involved in
    consolidation in the hippocampus and between the\r\nhippocampus and prefrontal
    cortex. I found that reactivated activity in the hippocampus\r\ngradually transformed
    during prolonged periods of sleep and inactivity. In the beginning,\r\nneural
    activity strongly resembled acquisition activity, whereas, with the progression
    of\r\ntime, it became more similar to the subsequent recall activity. NREM periods
    drove\r\nthis process, while rapid-eye movement (REM) periods showed a resetting
    effect. This\r\nreactivation drift was due to firing rate changes of a subset
    of cells and mirrored the\r\nrepresentational changes from the acquisition to
    the recall. A stable subset of cells\r\nwithstood the drift and maintained their
    activity. Therefore, my results indicate that\r\nmemory-related representations
    undergo spontaneous modifications during consolidation\r\nperiods and that these
    changes are predictive of representational drift.\r\nFurthermore, I found that
    the amount of change in the neural activity during subsequent\r\nsleep periods
    was biased by prior behavioral performance. Observed changes in the\r\nhippocampus
    and the prefrontal cortex were synchronized and increased after poor\r\nperformance,
    highlighting a potential role in the exchange of information. Low-variance\r\nvii\r\nperiods
    with distinct, more stable activity from a subset of cells significantly contributed\r\nto
    the heightened synchrony between both areas. Hence, interleaved phases of more
    stable\r\nneural activity could facilitate the information transfer between brain
    areas.\r\nIn conclusion, my investigations underline the fluidity of memory-related
    representations\r\nand assign a prominent role to sleep reactivation periods in
    their evolution. In addition, I\r\nidentified a potential mechanism of stable
    activity phases that might facilitate the synchronization across hippocampal-prefrontal
    activity despite ongoing changes. Reconciling\r\nand integrating findings from
    both spontaneous and behaviorally-related representational\r\nchanges in functionally
    related brain areas will help to broaden our understanding of how\r\nknowledge
    is stored, maintained, updated, and transferred between brain areas."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Lars
  full_name: Bollmann, Lars
  id: 47AD3038-F248-11E8-B48F-1D18A9856A87
  last_name: Bollmann
citation:
  ama: Bollmann L. Stability and change in the memory system during rest. 2024. doi:<a
    href="https://doi.org/10.15479/at:ista:17346">10.15479/at:ista:17346</a>
  apa: Bollmann, L. (2024). <i>Stability and change in the memory system during rest</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:17346">https://doi.org/10.15479/at:ista:17346</a>
  chicago: Bollmann, Lars. “Stability and Change in the Memory System during Rest.”
    Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:17346">https://doi.org/10.15479/at:ista:17346</a>.
  ieee: L. Bollmann, “Stability and change in the memory system during rest,” Institute
    of Science and Technology Austria, 2024.
  ista: Bollmann L. 2024. Stability and change in the memory system during rest. Institute
    of Science and Technology Austria.
  mla: Bollmann, Lars. <i>Stability and Change in the Memory System during Rest</i>.
    Institute of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:17346">10.15479/at:ista:17346</a>.
  short: L. Bollmann, Stability and Change in the Memory System during Rest, Institute
    of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-07-29T15:08:42Z
date_published: 2024-07-31T00:00:00Z
date_updated: 2026-04-07T13:21:20Z
day: '31'
ddc:
- '573'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JoCs
doi: 10.15479/at:ista:17346
file:
- access_level: open_access
  checksum: 12c76297cc27449da80c60d79127770d
  content_type: application/pdf
  creator: lbollman
  date_created: 2024-07-31T18:37:19Z
  date_updated: 2025-01-31T23:30:03Z
  embargo: 2025-01-31
  file_id: '17359'
  file_name: PhD_Thesis_Lars_Bollmann.pdf
  file_size: 12920169
  relation: main_file
- access_level: closed
  checksum: 19a0265079dec8038830ad6e35c5106e
  content_type: application/zip
  creator: lbollman
  date_created: 2024-07-31T18:38:39Z
  date_updated: 2025-01-31T23:30:03Z
  embargo_to: open_access
  file_id: '17360'
  file_name: Latex_source.zip
  file_size: 27568807
  relation: source_file
file_date_updated: 2025-01-31T23:30:03Z
has_accepted_license: '1'
keyword:
- Memory
- Hippocampus
- Consolidation
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '103'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Jozsef L
  full_name: Csicsvari, Jozsef L
  id: 3FA14672-F248-11E8-B48F-1D18A9856A87
  last_name: Csicsvari
  orcid: 0000-0002-5193-4036
title: Stability and change in the memory system during rest
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '14821'
abstract:
- lang: eng
  text: "The hippocampus is central to memory formation, storage and retrieval over
    many\r\ntimescales. Neurons in this brain area are highly selective to spatial
    position as well as to many\r\nother variables of the environment. It is believed
    that the selectivity patterns of hippocampal\r\nneurons reflect the structure
    of tasks an animal performs. However, especially at timescales\r\nlonger than
    a few minutes or hours it is not fully known how these representations evolve,
    nor\r\nhow they map to behaviour in the process. In this thesis, I monitored the
    evolution of\r\nhippocampal representations in a novel spatial-associative memory
    task for rats. Reward\r\nlocations were associated with global sensory cues (i.e.
    context); animals had to remember the\r\nassociations and dig for food in those
    locations only. I used in vivo electrophysiology to record\r\nthe activity of
    the hippocampus dorsal CA1 neurons during the learning period of a few days.\r\nI
    report here a novel and simple method to classify behaviour performance to account\r\nfor
    individual variability in learning speed and spurious performance unrelated to
    true task rule\r\nlearning. Using this classification I was then able to investigate
    neural responses on different\r\nstages of learning matched across animals. On
    the first day of learning, I observed a fast\r\nformation of single-cell selectivity
    to task variables which remained stable over days. I also\r\nobserved that reward
    tuning was not a single process but dependent on task-related cognitive\r\nload.
    At the population level, a linear decoding approach revealed a hierarchy in the\r\nrepresentation
    of task variables that changed with learning. In the high-dimensional space of\r\npopulation
    activity, the representation of contexts was specific to each position in the
    maze, and\r\ncould thus be better decoded if the position was known. The decoding
    of position did not improve\r\nwith knowledge of other variables. As learning
    progressed, the hippocampal code underwent a\r\nreorganisation of high-variance
    directions in population activity, identified by principal\r\ncomponent analysis.
    I found that dominant dimensions started carrying increasing amounts of\r\ninformation
    about task context specifically at those positions where it mattered for task\r\nperformance.
    When I contrasted this with variables less relevant to task performance (e.g.\r\nmovement
    direction), I did not observe differences in decoding quality over positions nor
    a\r\nreduction of dimensionality with learning.\r\nOverall, the largest changes
    in CA1 neural response with task learning happened in a\r\nmatter of a few trials;
    over days, changes undetectable in single-cell statistics were responsible\r\nfor
    re-structuring the hierarchy of neural representations at the population level;
    these changes\r\nwere task-specific and reflected different stages of learning.
    This indicates that complex task\r\nlearning may involve different magnitudes
    of response modulation in CA1, which happen at\r\nspecific time scales linked
    to behaviour."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Heloisa
  full_name: Chiossi, Heloisa
  id: 2BBA502C-F248-11E8-B48F-1D18A9856A87
  last_name: Chiossi
  orcid: 0009-0004-2973-278X
citation:
  ama: Chiossi HSC. Adaptive hierarchical representations in the hippocampus. 2024.
    doi:<a href="https://doi.org/10.15479/at:ista:14821">10.15479/at:ista:14821</a>
  apa: Chiossi, H. S. C. (2024). <i>Adaptive hierarchical representations in the hippocampus</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:14821">https://doi.org/10.15479/at:ista:14821</a>
  chicago: Chiossi, Heloisa S. C. “Adaptive Hierarchical Representations in the Hippocampus.”
    Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:14821">https://doi.org/10.15479/at:ista:14821</a>.
  ieee: H. S. C. Chiossi, “Adaptive hierarchical representations in the hippocampus,”
    Institute of Science and Technology Austria, 2024.
  ista: Chiossi HSC. 2024. Adaptive hierarchical representations in the hippocampus.
    Institute of Science and Technology Austria.
  mla: Chiossi, Heloisa S. C. <i>Adaptive Hierarchical Representations in the Hippocampus</i>.
    Institute of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:14821">10.15479/at:ista:14821</a>.
  short: H.S.C. Chiossi, Adaptive Hierarchical Representations in the Hippocampus,
    Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-01-16T14:25:21Z
date_published: 2024-01-19T00:00:00Z
date_updated: 2026-04-07T13:21:56Z
day: '19'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JoCs
doi: 10.15479/at:ista:14821
ec_funded: 1
file:
- access_level: closed
  checksum: d3fa3de1abd5af5204c13e9d55375615
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: hchiossi
  date_created: 2024-01-19T11:04:05Z
  date_updated: 2025-01-19T23:30:04Z
  embargo_to: open_access
  file_id: '14838'
  file_name: PhD_Thesis_190124.docx
  file_size: 8656268
  relation: source_file
- access_level: open_access
  checksum: 13adc8dcfb5b6b18107f89f0a98fa8bd
  content_type: application/pdf
  creator: hchiossi
  date_created: 2024-01-19T11:03:59Z
  date_updated: 2025-01-19T23:30:04Z
  embargo: 2025-01-19
  file_id: '14839'
  file_name: PhD_Thesis_190124.pdf
  file_size: 6567275
  relation: main_file
file_date_updated: 2025-01-19T23:30:04Z
has_accepted_license: '1'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: '89'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Jozsef L
  full_name: Csicsvari, Jozsef L
  id: 3FA14672-F248-11E8-B48F-1D18A9856A87
  last_name: Csicsvari
  orcid: 0000-0002-5193-4036
title: Adaptive hierarchical representations in the hippocampus
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '18129'
abstract:
- lang: eng
  text: "State-of-the-art quantum computers, with roughly a thousand qubits, face
    a crucial technological challenge of scaling up. Spins confined in quantum dots
    (QDs) are a promising candidate\r\nfor qubits due to their long coherence, tunability,
    control, and readout. However, their natural\r\ncoupling is the short-ranged (∼
    100 nm) exchange interaction, limited to nearest neighbours.\r\nLong-ranged (∼
    1 mm) qubit interactions mediated by a photon could be engineered through a\r\ncoherent
    spin-photon coupling. Achieving a strong coupling to a photon is inherently challenging
    in QDs due to the small dipole moment of the confined charge. However, the potential
    of\r\nhigh-impedance resonators to compensate for this has gained significant
    attention in the past\r\ndecade. Nevertheless, previous QD circuit quantum electrodynamics
    implementations have not\r\nexceeded the impedance of ∼ 3.8 kΩ, leaving opportunities
    for significant improvement. The\r\nlarge kinetic inductance of granular aluminium
    (grAl) could provide an order-of-magnitude\r\nenhancement. However, fully exploiting
    the potential of disordered or granular superconductors\r\nis challenging as their
    impedances close to the superconductor-to-insulator transition are\r\ndifficult
    to control reproducibly. We report on the realization of a wireless ohmmeter which\r\nallows
    in situ resistance measurements during film deposition and, therefore, indirect
    control\r\nof the kinetic inductance of grAl films. This allows us to reproducibly
    fabricate resonators\r\nwith characteristic impedance exceeding the resistance
    quantum, even reaching 22.3 kW, due\r\nto the large sheet kinetic inductance of
    up to 3 nH □−1\r\n. By integrating an 8 kW resonator\r\nwith a germanium double
    QD, we demonstrate a strong charge-photon coupling with the\r\nhighest rate reported,
    566 MHz. The demonstrated method and grAl properties make these\r\nresonators
    suitable for boosting the spin-photon coupling strength, a crucial requirement
    for\r\nfast, high-fidelity, long-distance two-qubit gates.\r\n"
acknowledged_ssus:
- _id: M-Shop
- _id: NanoFab
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Marian
  full_name: Janik, Marian
  id: 396A1950-F248-11E8-B48F-1D18A9856A87
  last_name: Janik
  orcid: 0009-0003-9037-8831
citation:
  ama: Janik M. Strong charge-photon coupling in Germanium enabled by granular aluminium
    superinductors. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18129">10.15479/at:ista:18129</a>
  apa: Janik, M. (2024). <i>Strong charge-photon coupling in Germanium enabled by
    granular aluminium superinductors</i>. Institute of Science and Technology Austria.
    <a href="https://doi.org/10.15479/at:ista:18129">https://doi.org/10.15479/at:ista:18129</a>
  chicago: Janik, Marian. “Strong Charge-Photon Coupling in Germanium Enabled by Granular
    Aluminium Superinductors.” Institute of Science and Technology Austria, 2024.
    <a href="https://doi.org/10.15479/at:ista:18129">https://doi.org/10.15479/at:ista:18129</a>.
  ieee: M. Janik, “Strong charge-photon coupling in Germanium enabled by granular
    aluminium superinductors,” Institute of Science and Technology Austria, 2024.
  ista: Janik M. 2024. Strong charge-photon coupling in Germanium enabled by granular
    aluminium superinductors. Institute of Science and Technology Austria.
  mla: Janik, Marian. <i>Strong Charge-Photon Coupling in Germanium Enabled by Granular
    Aluminium Superinductors</i>. Institute of Science and Technology Austria, 2024,
    doi:<a href="https://doi.org/10.15479/at:ista:18129">10.15479/at:ista:18129</a>.
  short: M. Janik, Strong Charge-Photon Coupling in Germanium Enabled by Granular
    Aluminium Superinductors, Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-09-23T17:25:43Z
date_published: 2024-09-24T00:00:00Z
date_updated: 2026-04-07T13:23:25Z
day: '24'
ddc:
- '539'
degree_awarded: PhD
department:
- _id: GradSch
- _id: GeKa
doi: 10.15479/at:ista:18129
file:
- access_level: closed
  checksum: dc15958f6400b5bdaa28bf58fc7a4056
  content_type: application/x-zip-compressed
  creator: mjanik
  date_created: 2024-09-23T17:15:09Z
  date_updated: 2025-05-23T22:30:09Z
  embargo_to: open_access
  file_id: '18130'
  file_name: janik_thesis.zip
  file_size: 156207943
  relation: source_file
- access_level: open_access
  checksum: 74737aee285dc1f491643327350efe9c
  content_type: application/pdf
  creator: mjanik
  date_created: 2024-09-23T17:15:30Z
  date_updated: 2025-05-23T22:30:09Z
  embargo: 2025-05-23
  file_id: '18131'
  file_name: janik_thesis_pdfa.pdf
  file_size: 96195684
  relation: main_file
file_date_updated: 2025-05-23T22:30:09Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '164'
project:
- _id: c0977eea-5a5b-11eb-8a69-a862db0cf4d1
  grant_number: I05060
  name: High impedance circuit quantum electrodynamics with hole spins
- _id: bd8bd29e-d553-11ed-ba76-f0070d4b237a
  grant_number: P36507
  name: Merging spin and superconducting qubits in planar Ge
- _id: 237B3DA4-32DE-11EA-91FC-C7463DDC885E
  call_identifier: FWF
  grant_number: P32235
  name: Towards scalable hut wire quantum devices
- _id: 34c0acea-11ca-11ed-8bc3-8775e10fd452
  grant_number: '101069515'
  name: Integrated Germanium Quantum Technology
- _id: eb9b30ac-77a9-11ec-83b8-871f581d53d2
  name: Protected states of quantum matter
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '18144'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Georgios
  full_name: Katsaros, Georgios
  id: 38DB5788-F248-11E8-B48F-1D18A9856A87
  last_name: Katsaros
  orcid: 0000-0001-8342-202X
title: Strong charge-photon coupling in Germanium enabled by granular aluminium superinductors
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '15101'
abstract:
- lang: eng
  text: "The coupling between presynaptic Ca2+ channels and release sensors is a key
    factor that\r\ndetermines speed and efficacy of synapse transmission. At some
    excitatory synapses,\r\nchannel–sensor coupling becomes tighter during development,
    and tightening is often\r\nassociated with a switch in the reliance on different
    Ca2+ channel subtypes. However, the\r\ncoupling topography at many synapses remains
    unknown, and it is unclear how it changes\r\nduring development. To address this
    question, we analyzed the coupling configuration at the\r\ncerebellar basket cell
    (BC) to Purkinje cell (PC) synapse at different developmental stages,\r\ncombining
    biophysical analysis, structural analysis, and modeling.\r\nQuantal analysis of
    BC–PC indicated that release probability decreased, while the\r\nnumber of functional
    sites increased during development. Although transmitter release\r\npersistently
    relied on P/Q-type Ca2+ channels in the time period postnatal day 7–23, effects\r\nof
    the Ca2+ chelator EGTA and BAPTA applied by intracellular pipette perfusion decreased\r\nduring
    development, indicative of tightening of source-sensor coupling. Furthermore,\r\npresynaptic
    action potentials became shorter during development, suggesting reduced\r\nefficacy
    of Ca2+ channel activation.\r\nStructural analysis by freeze-fracture replica
    labeling (FRL) and transmission electron\r\nmicroscopy (EM) indicated that presynaptic
    P/Q-type Ca2+ channels formed nanoclusters\r\nthroughout development, whereas
    docked vesicles were only clustered at later\r\ndevelopmental stages. The number
    of functional release sites correlated better with the AZ\r\nnumber early in development,
    but match better with the Ca2+ channel cluster number at later\r\nstages.\r\nModeling
    suggested a developmental transformation from a more random to a more\r\nclustered
    coupling nanotopography. Thus, presynaptic signaling developmentally approaches\r\na
    point-to-point configuration, optimizing speed, reliability, and energy efficiency
    of synaptic\r\ntransmission."
acknowledged_ssus:
- _id: EM-Fac
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: JingJing
  full_name: Chen, JingJing
  id: 2C4E65C8-F248-11E8-B48F-1D18A9856A87
  last_name: Chen
citation:
  ama: Chen J. Developmental transformation of nanodomain coupling between Ca2+ channels
    and release sensors at a central GABAergic synapse. 2024. doi:<a href="https://doi.org/10.15479/at:ista:15101">10.15479/at:ista:15101</a>
  apa: Chen, J. (2024). <i>Developmental transformation of nanodomain coupling between
    Ca2+ channels and release sensors at a central GABAergic synapse</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:15101">https://doi.org/10.15479/at:ista:15101</a>
  chicago: Chen, JingJing. “Developmental Transformation of Nanodomain Coupling between
    Ca2+ Channels and Release Sensors at a Central GABAergic Synapse.” Institute of
    Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:15101">https://doi.org/10.15479/at:ista:15101</a>.
  ieee: J. Chen, “Developmental transformation of nanodomain coupling between Ca2+
    channels and release sensors at a central GABAergic synapse,” Institute of Science
    and Technology Austria, 2024.
  ista: Chen J. 2024. Developmental transformation of nanodomain coupling between
    Ca2+ channels and release sensors at a central GABAergic synapse. Institute of
    Science and Technology Austria.
  mla: Chen, JingJing. <i>Developmental Transformation of Nanodomain Coupling between
    Ca2+ Channels and Release Sensors at a Central GABAergic Synapse</i>. Institute
    of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:15101">10.15479/at:ista:15101</a>.
  short: J. Chen, Developmental Transformation of Nanodomain Coupling between Ca2+
    Channels and Release Sensors at a Central GABAergic Synapse, Institute of Science
    and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-03-11T10:09:54Z
date_published: 2024-03-11T00:00:00Z
date_updated: 2026-04-07T13:24:22Z
day: '11'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: PeJo
doi: 10.15479/at:ista:15101
ec_funded: 1
file:
- access_level: closed
  checksum: db4947474ffa271e66c254b6fe876a55
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: jchen
  date_created: 2024-03-11T14:10:58Z
  date_updated: 2024-04-02T22:30:03Z
  embargo_to: open_access
  file_id: '15104'
  file_name: Thesis_Jingjing CHEN.docx
  file_size: 11271363
  relation: source_file
- access_level: open_access
  checksum: a5eeae8b5702cd540f5d03469bc33dde
  content_type: application/pdf
  creator: jchen
  date_created: 2024-03-11T14:11:06Z
  date_updated: 2024-04-02T22:30:03Z
  embargo: 2024-04-01
  file_id: '15105'
  file_name: Thesis_Jingjing CHEN_merged.pdf
  file_size: 16627311
  relation: main_file
file_date_updated: 2024-04-02T22:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
page: '84'
project:
- _id: 25B7EB9E-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '692692'
  name: Biophysics and circuit function of a giant cortical glutamatergic synapse
- _id: 25C5A090-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00312
  name: Synaptic communication in neuronal microcircuits
- _id: bd88be38-d553-11ed-ba76-81d5a70a6ef5
  grant_number: P36232
  name: Mechanisms of GABA release in hippocampal circuits
- _id: 26B66A3E-B435-11E9-9278-68D0E5697425
  grant_number: '25383'
  name: Development of nanodomain coupling between Ca2+ channels and release sensors
    at a central inhibitory synapse
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '14843'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Peter M
  full_name: Jonas, Peter M
  id: 353C1B58-F248-11E8-B48F-1D18A9856A87
  last_name: Jonas
  orcid: 0000-0001-5001-4804
title: Developmental transformation of nanodomain coupling between Ca2+ channels and
  release sensors at a central GABAergic synapse
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '17881'
abstract:
- lang: eng
  text: "This work can be broadly classified into the study of critical phenomena
    in a one dimensional\r\narray of Josephson junctions. While we study quantum criticality
    when the array is in thermal\r\nequilibrium at zero bias, the non-equilibrium
    study involves understanding the bistability of the\r\narray at a critical non-zero
    bias. This work furthers our knowledge in understanding quantum\r\ncritical behaviour
    at finite temperatures in a one dimensional Josephson array, while also\r\nestablishing
    relaxation behaviour dual to that observed in a single Josephson junction.\r\nChapter
    1 briefly introduces the model to understand superconductor-insulator phase transition\r\nin
    a one dimensional Josephson array and points out the state of the field from where
    we\r\nstarted our zero-bias experiments. In this context it discusses the phase-charge
    duality observed\r\nin a Josephson array and its dual hysteretic behaviour to
    that of a single junction, setting the\r\nground for our non-equilibrium study
    of the array.\r\nChapter 2 shows the experimental setup and the chip layout of
    the device we measured.\r\nIn chapter 3 we show that, unlike the typical quantum-critical
    broadening scenario, in one dimensional Josephson arrays temperature dramatically
    shifts the critical region. This shift leads\r\nto a regime of superconductivity
    at high temperature, arising from the melted zero-temperature\r\ninsulator. Our
    results quantitatively explain the low-temperature onset of superconductivity
    in\r\nnominally insulating regimes, and the transition to the strongly insulating
    phase. We further\r\npresent, to our knowledge, the first understanding of the
    onset of anomalous-metallic resistance\r\nsaturation [30]. This work demonstrates
    a non-trivial interplay between thermal effects and\r\nquantum criticality. A
    practical consequence is that, counterintuitively, the coherence of\r\nhigh-impedance
    quantum circuits is expected to be stabilized by thermal fluctuations.\r\nIn chapter
    4, we show relaxation oscillations in a current-biased one dimensional array of\r\nJosephson
    junctions. These oscillations are well described by a circuit model, dual to the\r\nordinary
    Josephson relaxation oscillations [72]. Injection locking these oscillations results
    in\r\ncurrent plateaux. The relaxation step is found to obey a characteristic
    self-consistent relation,\r\nsuggesting that it is governed by overheating effects.\r\nChapter
    5 describes the various checks and analysis we performed to support our conclusions\r\nmade
    in chapters 3 and 4.\r\nFinally, chapter 6 describes the nanofabrication steps
    and the finite element electromagnetic\r\nsimulations we performed to fabricate
    our devices."
acknowledged_ssus:
- _id: NanoFab
- _id: M-Shop
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Soham
  full_name: Mukhopadhyay, Soham
  id: FDE60288-A89D-11E9-947F-1AF6E5697425
  last_name: Mukhopadhyay
  orcid: 0000-0001-5263-5559
citation:
  ama: Mukhopadhyay S. Thermal effects in one dimensional Josephson chains. 2024.
    doi:<a href="https://doi.org/10.15479/at:ista:17881">10.15479/at:ista:17881</a>
  apa: Mukhopadhyay, S. (2024). <i>Thermal effects in one dimensional Josephson chains</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:17881">https://doi.org/10.15479/at:ista:17881</a>
  chicago: Mukhopadhyay, Soham. “Thermal Effects in One Dimensional Josephson Chains.”
    Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:17881">https://doi.org/10.15479/at:ista:17881</a>.
  ieee: S. Mukhopadhyay, “Thermal effects in one dimensional Josephson chains,” Institute
    of Science and Technology Austria, 2024.
  ista: Mukhopadhyay S. 2024. Thermal effects in one dimensional Josephson chains.
    Institute of Science and Technology Austria.
  mla: Mukhopadhyay, Soham. <i>Thermal Effects in One Dimensional Josephson Chains</i>.
    Institute of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:17881">10.15479/at:ista:17881</a>.
  short: S. Mukhopadhyay, Thermal Effects in One Dimensional Josephson Chains, Institute
    of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-09-08T10:23:25Z
date_published: 2024-09-10T00:00:00Z
date_updated: 2026-04-07T13:04:06Z
day: '10'
ddc:
- '539'
degree_awarded: PhD
department:
- _id: GradSch
- _id: AnHi
doi: 10.15479/at:ista:17881
file:
- access_level: open_access
  checksum: ed7763c3bbd59e1d7e1b664de3a26f3c
  content_type: application/pdf
  creator: smukhopa
  date_created: 2024-09-12T10:46:04Z
  date_updated: 2025-03-13T23:30:04Z
  embargo: 2025-03-13
  file_id: '18059'
  file_name: PhD_Thesis_Soham_Mukhopadhyay.pdf
  file_size: 10297052
  relation: main_file
- access_level: closed
  checksum: e352667482701dd18a9a0e7418aef465
  content_type: application/zip
  creator: smukhopa
  date_created: 2024-09-12T10:50:58Z
  date_updated: 2025-03-13T23:30:04Z
  embargo_to: open_access
  file_id: '18060'
  file_name: PhD_Thesis_Soham_Mukhopadhyay_source.zip
  file_size: 29178634
  relation: source_file
file_date_updated: 2025-03-13T23:30:04Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '82'
project:
- _id: 0aa3608a-070f-11eb-9043-e9cd8a2bd931
  grant_number: P33692
  name: Cavity electromechanics across a quantum phase transition
publication_identifier:
  isbn:
  - 978-3-99078-043-5
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '14032'
    relation: part_of_dissertation
    status: public
  - id: '18057'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Andrew P
  full_name: Higginbotham, Andrew P
  id: 4AD6785A-F248-11E8-B48F-1D18A9856A87
  last_name: Higginbotham
  orcid: 0000-0003-2607-2363
title: Thermal effects in one dimensional Josephson chains
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_embargo: '6'
OA_place: publisher
_id: '18531'
abstract:
- lang: eng
  text: "Sex chromosomes and autosomes exhibit very different evolutionary dynamics.\r\nThe
    Y chromosome usually degenerates, leaving many X-linked loci hemizygous in\r\nmales.
    Since recessive X-linked mutations are always exposed to selection in males,\r\nselection
    is more efficient on the X chromosome than on autosomes on recessive\r\nmutations,
    leading to faster adaptation on the X chromosome than other genomic\r\nregions,
    if beneficial mutations are on average recessive (known as the Faster-X\r\neffect).
    In the presence of the functional, but non-recombining gametolog on the Y (as\r\nis
    often the case in young non-recombining regions), recessive mutations are\r\nsheltered
    from selection on the X chromosome. We model this scenario and show that\r\nthe
    efficiency of selection is reduced on diploid X loci due to sheltering by the
    Y\r\nchromosome. Reduced efficiency of selection leads to slower adaptation and\r\nincreased
    accumulation of deleterious mutations (Slower-X effect). We extended this\r\nmodel
    to explore the effect of sex-specific selection on degeneration of sex\r\nchromosomes,
    showing theoretically that male-limited genes degenerate on the X\r\nchromosome
    and female-biased genes degenerate on the Y chromosome. This\r\nprediction depends
    on the effective population size and the mutation rate, explaining\r\nthe variety
    of sex chromosome degeneration patterns observed in nature.\r\nTo test for direct
    evidence of a Slower-X (or Slower-Z) effect, we analyzed the\r\nZW sex chromosomes
    of the flatworm Schistosoma japonicum, which have a very\r\nyoung non-recombining
    region with non-degenerated W. Diploid Z-linked genes have\r\nhigher ratios of
    non-synonymous to synonymous polymorphisms than autosomal\r\ngenes, supporting
    reduced efficiency of selection on the diploid Z region. These results\r\nprovide
    evidence of sheltering by the W chromosome, a mechanism that could\r\ncontribute
    to Z (X) chromosome degeneration, and illustrate contrasting evolutionary\r\npatterns
    in old and young sex chromosome regions. In addition, genes with sexspecific patterns
    of expression show opposite patterns of selection in the young\r\n(diploid) and
    old (hemizygous) Z, showing the complex manner in which sex-specific selection
    shapes the evolutionary patterns of sex chromosomes. "
acknowledged_ssus:
- _id: ScienComp
- _id: CampIT
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Andrea
  full_name: Mrnjavac, Andrea
  id: 353FAC84-AE61-11E9-8BFC-00D3E5697425
  last_name: Mrnjavac
citation:
  ama: Mrnjavac A. Early stages of sex chromosome evolution. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18531">10.15479/at:ista:18531</a>
  apa: Mrnjavac, A. (2024). <i>Early stages of sex chromosome evolution</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18531">https://doi.org/10.15479/at:ista:18531</a>
  chicago: Mrnjavac, Andrea. “Early Stages of Sex Chromosome Evolution.” Institute
    of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18531">https://doi.org/10.15479/at:ista:18531</a>.
  ieee: A. Mrnjavac, “Early stages of sex chromosome evolution,” Institute of Science
    and Technology Austria, 2024.
  ista: Mrnjavac A. 2024. Early stages of sex chromosome evolution. Institute of Science
    and Technology Austria.
  mla: Mrnjavac, Andrea. <i>Early Stages of Sex Chromosome Evolution</i>. Institute
    of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:18531">10.15479/at:ista:18531</a>.
  short: A. Mrnjavac, Early Stages of Sex Chromosome Evolution, Institute of Science
    and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-11-11T08:40:45Z
date_published: 2024-11-11T00:00:00Z
date_updated: 2026-04-07T13:22:45Z
day: '11'
ddc:
- '576'
degree_awarded: PhD
department:
- _id: GradSch
- _id: BeVi
doi: 10.15479/at:ista:18531
file:
- access_level: closed
  checksum: 3e48b163c22114ef5d5371f758668289
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: amrnjava
  date_created: 2024-11-13T12:15:28Z
  date_updated: 2025-05-11T22:30:04Z
  embargo_to: open_access
  file_id: '18551'
  file_name: AMrnjavac_thesis_library.docx
  file_size: 26870629
  relation: source_file
  title: Early stages of sex chromosome evolution
- access_level: open_access
  checksum: 3ead60c1b678e7dcf018043aef3b5db2
  content_type: application/pdf
  creator: amrnjava
  date_created: 2024-11-13T12:15:54Z
  date_updated: 2025-05-11T22:30:04Z
  embargo: 2025-05-11
  file_id: '18552'
  file_name: AMrnjavac_thesis_library.pdf
  file_size: 4228766
  relation: main_file
  title: Early stages of sex chromosome evolution
file_date_updated: 2025-05-11T22:30:04Z
has_accepted_license: '1'
keyword:
- Sex chromosomes
- evolution
- selection
- sheltering
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: '181'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '12521'
    relation: part_of_dissertation
    status: public
  - id: '18549'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Beatriz
  full_name: Vicoso, Beatriz
  id: 49E1C5C6-F248-11E8-B48F-1D18A9856A87
  last_name: Vicoso
  orcid: 0000-0002-4579-8306
title: Early stages of sex chromosome evolution
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '18661'
abstract:
- lang: eng
  text: "Across the tree of life, distinct designs of cellular membranes have evolved
    that are both stable\r\nand flexible. In bacteria and eukaryotes this trade-off
    is accomplished by single-headed lipids\r\nthat self-assemble into flexible bilayer
    membranes. By contrast, archaea in many cases possess\r\nboth bilayer and double-headed,
    monolayer spanning bolalipids. This composition is believed\r\nto enable extremophile
    archaea to survive harsh environments. Here, through the creation of a\r\nminimal
    computational model for bolalipid membranes, we discover trade-offs when forming\r\nmembranes
    using lipids of a single type. Similar to living archaea, we can tune the stiffness
    of\r\nbolalipid molecules. We find that membranes made out of flexible bolalipid
    molecules resemble\r\nbilayer membranes as they can adopt U-shaped conformations
    to enable higher curvatures.\r\nConversely, rigid bolalipid molecules, like those
    found in archaea at higher temperatures,\r\npreferentially take on a straight
    conformation to self-assemble into liquid membranes that are\r\nstable, stiff,
    prone to pore formation, and which tear during membrane reshaping. Strikingly,\r\nhowever,
    our analysis reveals that it is possible to achieve the best of both worlds –
    membranes\r\nthat are fluid, stable at high temperatures and flexible enough to
    be reshaped without leaking –\r\nthrough the inclusion of a small fraction of
    bilayer lipids into a bolalipid membrane. Additionally,\r\nthe curvature-dependent
    softening of bolalipid membranes made of lipids with tension-sensitive\r\nconformation
    can also enable high rigidity at low curvatures while softening at high curvatures,\r\nmaking
    the membrane effectively a plastic material. Taken together, our study compares
    the\r\ndifferent membrane designs across the tree of life and indicates how combining
    lipids can be\r\nused to resolve trade-offs when generating membranes for (bio)technological
    applications.\r\n"
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Miguel
  full_name: Santana de Freitas Amaral, Miguel
  id: 4f2d02dd-47a9-11ec-ad10-82820ed3f501
  last_name: Santana de Freitas Amaral
citation:
  ama: 'Santana de Freitas Amaral M. Archaeal membranes : In silico modelling and
    design. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18661">10.15479/at:ista:18661</a>'
  apa: 'Santana de Freitas Amaral, M. (2024). <i>Archaeal membranes : In silico modelling
    and design</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18661">https://doi.org/10.15479/at:ista:18661</a>'
  chicago: 'Santana de Freitas Amaral, Miguel. “Archaeal Membranes : In Silico Modelling
    and Design.” Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18661">https://doi.org/10.15479/at:ista:18661</a>.'
  ieee: 'M. Santana de Freitas Amaral, “Archaeal membranes : In silico modelling and
    design,” Institute of Science and Technology Austria, 2024.'
  ista: 'Santana de Freitas Amaral M. 2024. Archaeal membranes : In silico modelling
    and design. Institute of Science and Technology Austria.'
  mla: 'Santana de Freitas Amaral, Miguel. <i>Archaeal Membranes : In Silico Modelling
    and Design</i>. Institute of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:18661">10.15479/at:ista:18661</a>.'
  short: 'M. Santana de Freitas Amaral, Archaeal Membranes : In Silico Modelling and
    Design, Institute of Science and Technology Austria, 2024.'
corr_author: '1'
date_created: 2024-12-16T10:53:39Z
date_published: 2024-12-17T00:00:00Z
date_updated: 2026-04-07T13:22:29Z
day: '17'
ddc:
- '572'
- '530'
degree_awarded: PhD
department:
- _id: GradSch
- _id: AnSa
doi: 10.15479/at:ista:18661
file:
- access_level: closed
  checksum: eca06497a29078558395455c890a32d9
  content_type: application/zip
  creator: mamaral
  date_created: 2024-12-18T12:27:01Z
  date_updated: 2025-06-18T22:30:03Z
  embargo_to: open_access
  file_id: '18671'
  file_name: 2024_msfa_thesis.zip
  file_size: 19161387
  relation: source_file
- access_level: open_access
  checksum: 2dc30ea46c5daf48d07e4cccb3c3de00
  content_type: application/pdf
  creator: mamaral
  date_created: 2024-12-18T12:26:30Z
  date_updated: 2025-06-18T22:30:03Z
  embargo: 2025-06-18
  file_id: '18672'
  file_name: 2024_msfa_thesis.pdf
  file_size: 16530084
  relation: main_file
file_date_updated: 2025-06-18T22:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: '57'
publication_identifier:
  isbn:
  - 978-3-99078-046-6
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '18670'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Anđela
  full_name: Šarić, Anđela
  id: bf63d406-f056-11eb-b41d-f263a6566d8b
  last_name: Šarić
  orcid: 0000-0002-7854-2139
title: 'Archaeal membranes : In silico modelling and design'
tmp:
  image: /images/cc_by_sa.png
  legal_code_url: https://creativecommons.org/licenses/by-sa/4.0/legalcode
  name: Creative Commons Attribution-ShareAlike 4.0 International Public License (CC
    BY-SA 4.0)
  short: CC BY-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '18104'
abstract:
- lang: eng
  text: "We introduce a new all-electric platform, that strong couples light to mechanical
    motion\r\nby ensuring that the external environmental coupling dominates over
    internal mechanical\r\ndissipation. The system only has three everyday components:
    AC, DC, and a fip-chip, in which\r\na metallized silicon nitride membrane is fipped
    on top of the device under test. This everyday\r\nelectromechanical device can
    be operated at low or room temperature and has 10000× lower\r\ninsertion loss
    than a comparable commercial quartz crystal, achieves a position imprecision\r\nmatching
    state-of-the-art optical interferometer, and enables remote cooling of mechanical\r\nmotion.
    The spatial properties of higher order mechanical modes are a promising feature
    for\r\nreconstructing unknown charge distributions.\r\n"
acknowledged_ssus:
- _id: NanoFab
- _id: M-Shop
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Denise
  full_name: Puglia, Denise
  id: 4D495994-AE37-11E9-AC72-31CAE5697425
  last_name: Puglia
  orcid: 0000-0003-1144-2763
citation:
  ama: 'Puglia D. Everyday electromechanics: Capacitive strong coupling to mechanical
    motion. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18104">10.15479/at:ista:18104</a>'
  apa: 'Puglia, D. (2024). <i>Everyday electromechanics: Capacitive strong coupling
    to mechanical motion</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18104">https://doi.org/10.15479/at:ista:18104</a>'
  chicago: 'Puglia, Denise. “Everyday Electromechanics: Capacitive Strong Coupling
    to Mechanical Motion.” Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18104">https://doi.org/10.15479/at:ista:18104</a>.'
  ieee: 'D. Puglia, “Everyday electromechanics: Capacitive strong coupling to mechanical
    motion,” Institute of Science and Technology Austria, 2024.'
  ista: 'Puglia D. 2024. Everyday electromechanics: Capacitive strong coupling to
    mechanical motion. Institute of Science and Technology Austria.'
  mla: 'Puglia, Denise. <i>Everyday Electromechanics: Capacitive Strong Coupling to
    Mechanical Motion</i>. Institute of Science and Technology Austria, 2024, doi:<a
    href="https://doi.org/10.15479/at:ista:18104">10.15479/at:ista:18104</a>.'
  short: 'D. Puglia, Everyday Electromechanics: Capacitive Strong Coupling to Mechanical
    Motion, Institute of Science and Technology Austria, 2024.'
corr_author: '1'
date_created: 2024-09-20T12:13:30Z
date_published: 2024-09-20T00:00:00Z
date_updated: 2026-04-07T13:22:10Z
day: '20'
ddc:
- '530'
degree_awarded: PhD
department:
- _id: GradSch
- _id: AnHi
doi: 10.15479/at:ista:18104
file:
- access_level: open_access
  checksum: 7969263451b2356bfa0924725aa9de10
  content_type: application/pdf
  creator: cchlebak
  date_created: 2024-09-20T12:07:48Z
  date_updated: 2025-05-20T22:30:05Z
  embargo: 2025-05-20
  file_id: '18105'
  file_name: PhD_DPuglia_Final.pdf
  file_size: 10778238
  relation: main_file
- access_level: closed
  checksum: 98dfe7675775e30efffa03f7ff7c091b
  content_type: application/x-zip-compressed
  creator: cchlebak
  date_created: 2024-09-20T12:13:09Z
  date_updated: 2025-05-20T22:30:05Z
  embargo_to: open_access
  file_id: '18106'
  file_name: PhD_DPuglia_Thesis.zip
  file_size: 385419748
  relation: source_file
file_date_updated: 2025-05-20T22:30:05Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '63'
project:
- _id: 0aa3608a-070f-11eb-9043-e9cd8a2bd931
  grant_number: P33692
  name: Cavity electromechanics across a quantum phase transition
- _id: 62843413-2b32-11ec-9570-c4ec6eabfae7
  grant_number: '26088'
  name: Surface Charge and Tunneling Multi-Mode Imaging
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '18143'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Andrew P
  full_name: Higginbotham, Andrew P
  id: 4AD6785A-F248-11E8-B48F-1D18A9856A87
  last_name: Higginbotham
  orcid: 0000-0003-2607-2363
title: 'Everyday electromechanics: Capacitive strong coupling to mechanical motion'
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '18642'
abstract:
- lang: eng
  text: "This thesis consists of two pieces of work in the broader feld of computational
    biology,\r\nboth of which are methods for the analysis of large scale biological
    data, implemented in\r\nefcient software.\r\nChapter 2 introduces a statistical
    software for causal discovery and inference from observed\r\ngenetic marker and
    phenotypic trait data. We explore in simulation how well the method\r\ncan fne-map
    genetic efects, fnd the correct causal structure among tens of traits and\r\nmillions
    of genetic markers, and infer the causal efect size for the discovered causal\r\nrelations.
    We then apply the method to 8 million markers and 17 traits from the UK\r\nBiobank
    and show that many relationships found with other methods are likely due to\r\nthe
    efects of hidden confounders.\r\nChapter 3 describes how this method can be applied
    to longitudinal data. I show how one\r\ncan incorporate the background knowledge
    present in the known order of measurements to\r\nimprove the accuracy of the causal
    discovery process, and explore the method’s ability to\r\nidentify age specifc
    genetic efects, and how the error rates of this recovery are infuenced\r\nby missing
    data due to diferent censoring mechanisms.\r\nChapter 4 introduces a statistical
    software for the comparison of chromatin contact maps\r\nbased on the structural
    similarity index. We explore the robustness of the method to\r\nnoise and size
    diferences of the compared maps, show how it can measure evolutionary\r\nconservation
    of topological features by providing a similarity ranking of syntenic regions,\r\nand
    fnally how it can detect alterations in 3D genome structure due to genetic mutations\r\nin
    samples of medical relevance.\r\n"
acknowledgement: "I would like to thank the Swiss National Science Foundation for
  funding parts of this work\r\nthrough the Eccellenza Grant \"Improving estimation
  and prediction of common complex\r\ndisease risk\" with grant number PCEGP3_181181."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Nick N
  full_name: Machnik, Nick N
  id: 3591A0AA-F248-11E8-B48F-1D18A9856A87
  last_name: Machnik
  orcid: 0000-0001-6617-9742
citation:
  ama: Machnik NN. Algorithms for causal learning and comparative analysis for genomic
    data. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18642">10.15479/at:ista:18642</a>
  apa: Machnik, N. N. (2024). <i>Algorithms for causal learning and comparative analysis
    for genomic data</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18642">https://doi.org/10.15479/at:ista:18642</a>
  chicago: Machnik, Nick N. “Algorithms for Causal Learning and Comparative Analysis
    for Genomic Data.” Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18642">https://doi.org/10.15479/at:ista:18642</a>.
  ieee: N. N. Machnik, “Algorithms for causal learning and comparative analysis for
    genomic data,” Institute of Science and Technology Austria, 2024.
  ista: Machnik NN. 2024. Algorithms for causal learning and comparative analysis
    for genomic data. Institute of Science and Technology Austria.
  mla: Machnik, Nick N. <i>Algorithms for Causal Learning and Comparative Analysis
    for Genomic Data</i>. Institute of Science and Technology Austria, 2024, doi:<a
    href="https://doi.org/10.15479/at:ista:18642">10.15479/at:ista:18642</a>.
  short: N.N. Machnik, Algorithms for Causal Learning and Comparative Analysis for
    Genomic Data, Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-12-10T13:49:15Z
date_published: 2024-12-11T00:00:00Z
date_updated: 2026-04-07T13:23:06Z
day: '11'
ddc:
- '576'
degree_awarded: PhD
department:
- _id: GradSch
- _id: MaRo
doi: 10.15479/at:ista:18642
file:
- access_level: open_access
  checksum: d45e4d170f9a70a1f69b44b99bd058e4
  content_type: application/pdf
  creator: nmachnik
  date_created: 2024-12-11T11:59:54Z
  date_updated: 2025-06-12T22:30:02Z
  embargo: 2025-06-12
  file_id: '18649'
  file_name: NickMachnikThesisFinal_pdfa_conv.pdf
  file_size: 12845009
  relation: main_file
- access_level: closed
  checksum: f88c9acc62002395ec4dcbdb5eea8b82
  content_type: application/zip
  creator: nmachnik
  date_created: 2024-12-11T11:59:34Z
  date_updated: 2025-06-12T22:30:02Z
  embargo_to: open_access
  file_id: '18650'
  file_name: thesis.zip
  file_size: 14189810
  relation: source_file
file_date_updated: 2025-06-12T22:30:02Z
has_accepted_license: '1'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: '138'
project:
- _id: 9B8D11D6-BA93-11EA-9121-9846C619BF3A
  grant_number: PCEGP3_181181
  name: Improving estimation and prediction of common complex disease risk
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '18648'
    relation: part_of_dissertation
    status: public
  - id: '8707'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Matthew Richard
  full_name: Robinson, Matthew Richard
  id: E5D42276-F5DA-11E9-8E24-6303E6697425
  last_name: Robinson
  orcid: 0000-0001-8982-8813
title: Algorithms for causal learning and comparative analysis for genomic data
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_embargo: '12'
OA_place: publisher
_id: '18574'
abstract:
- lang: eng
  text: "Biological vision is unlike a camera; rather than transmitting light information
    faithfully, early\r\nvisual circuits process the visual scene to convey only the
    relevant information in an efficient\r\nmanner. Consequentially, the nature of
    this visual processing then depends on what is the\r\nrelevant information in
    a scene and on the notion of efficiency. In this work, I study how visual\r\nprocessing
    is modulated by two different variations in the visual scene. First, I discovered
    that\r\nin the mouse (Mus musculus) retina, Retinal Ganglion Cells in the upper
    and lower visual\r\nfield have differences in the center surround structure of
    their receptive fields. Comparison\r\nwith models of efficient coding show that
    this adaptation likely evolved to cope with the\r\nbrightness gradient from the
    sky to the ground that is pervasive in natural scenes. In the\r\nsecond project,
    I study how the downstream neurons in the Superior Colliculus dynamically\r\nchange
    their temporal selectivity depending on the ambient luminance and behavioral state.\r\nAs
    the scene gets darker or when the animal is is less aroused, the neuronal responses
    get\r\nlaggier, while still maintaining their relative timing with respect to
    the population. Overall, this\r\nwork emphasises the need to understand visual
    processing in the context of specific demands\r\nof the animal in its the environment.
    The adaptive changes in the visual system, from the\r\nretinal ganglion cells
    to the superior colliculus, highlight the intricate ways in which biological\r\nvision
    optimizes the processing of visual information.\r\n"
acknowledged_ssus:
- _id: Bio
- _id: ScienComp
- _id: PreCl
- _id: LifeSc
- _id: M-Shop
- _id: E-Lib
acknowledgement: "This work would have been impossible without the Scientific Service
  Units of IST Austria. The resources and expertise provided by Scientific Computing
  (especially Alois Schlögl), the MIBA Machine Shop (especially Todor Asenov), the
  Preclinical Facility (especially Freyja Langer), the Library, the Lab Support Facility
  and the Imaging and Optics Facility were the essential bedrock I could build upon.
  I would also like to thank IT support at ISTA for powering through remote work and
  a cyberattack.\r\nI am grateful for having been funded initially by the European
  Union Horizon 2020 Marie Skłodowska-Curie grant 665385 and later by Prof. Maximilian
  Joesch's the European Research Council Starting (756502) and Consolidator (101086580)
  Grants."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Divyansh
  full_name: Gupta, Divyansh
  id: 2A485EBE-F248-11E8-B48F-1D18A9856A87
  last_name: Gupta
  orcid: 0000-0001-7400-6665
citation:
  ama: Gupta D. Visual adaptations to natural statistics. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18574">10.15479/at:ista:18574</a>
  apa: Gupta, D. (2024). <i>Visual adaptations to natural statistics</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18574">https://doi.org/10.15479/at:ista:18574</a>
  chicago: Gupta, Divyansh. “Visual Adaptations to Natural Statistics.” Institute
    of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18574">https://doi.org/10.15479/at:ista:18574</a>.
  ieee: D. Gupta, “Visual adaptations to natural statistics,” Institute of Science
    and Technology Austria, 2024.
  ista: Gupta D. 2024. Visual adaptations to natural statistics. Institute of Science
    and Technology Austria.
  mla: Gupta, Divyansh. <i>Visual Adaptations to Natural Statistics</i>. Institute
    of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:18574">10.15479/at:ista:18574</a>.
  short: D. Gupta, Visual Adaptations to Natural Statistics, Institute of Science
    and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-11-20T21:30:44Z
date_published: 2024-11-22T00:00:00Z
date_updated: 2026-04-07T13:24:48Z
day: '22'
ddc:
- '573'
degree_awarded: PhD
department:
- _id: GradSch
- _id: MaJö
doi: 10.15479/at:ista:18574
ec_funded: 1
file:
- access_level: closed
  checksum: ebb000d361c36b22ed6e639a931c6b7c
  content_type: application/zip
  creator: dgupta
  date_created: 2024-11-25T14:44:03Z
  date_updated: 2025-11-11T23:30:02Z
  embargo_to: open_access
  file_id: '18589'
  file_name: PhD Thesis - Divyansh Gupta.zip
  file_size: 75512262
  relation: source_file
- access_level: open_access
  checksum: 1282401eb71598bc311058b0fcefc6a1
  content_type: application/pdf
  creator: dgupta
  date_created: 2024-11-26T11:43:19Z
  date_updated: 2025-11-11T23:30:02Z
  embargo: 2025-11-11
  file_id: '18591'
  file_name: PDFA_PhD_Thesis___Divyansh_Gupta-26_11_24.pdf
  file_size: 6412619
  relation: main_file
file_date_updated: 2025-11-11T23:30:02Z
has_accepted_license: '1'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: '86'
project:
- _id: bdaf81a8-d553-11ed-ba76-c95961984540
  grant_number: '101086580'
  name: 'Action Selection in the Midbrain: Neuromodulation of Visuomotor Senses'
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 2634E9D2-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '756502'
  name: Circuits of Visual Attention
publication_identifier:
  isbn:
  - 978-3-99078-050-3
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '12349'
    relation: part_of_dissertation
    status: public
  - id: '12370'
    relation: research_data
    status: public
status: public
supervisor:
- first_name: Maximilian A
  full_name: Jösch, Maximilian A
  id: 2BD278E6-F248-11E8-B48F-1D18A9856A87
  last_name: Jösch
  orcid: 0000-0002-3937-1330
title: Visual adaptations to natural statistics
tmp:
  image: /images/cc_by_nc_sa.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
    BY-NC-SA 4.0)
  short: CC BY-NC-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '18471'
abstract:
- lang: eng
  text: "Spatial omics technologies are enriching our understanding of complex biological
    samples, by\r\nallowing us to study their molecular composition while preserving
    the spatial relationships\r\nbetween molecules in their native context. As the
    field continues to advance, there are\r\ntechnical challenges that need to be
    addressed in order to take full advantage of the spatial\r\ncapabilities of these
    methods. In this work, I present two technical developments that I\r\nestablished
    for multiplexed error robust FISH (MERFISH) throughout my PhD: (1) pushing the\r\nspatial
    resolution limits to the nanoscale, and (2) adding rich tissue context to the
    mouse brain\r\ntranscriptome. To achieve nanoscale resolution with MERFISH in
    cultured cells, I combined it\r\nwith stimulated emission depletion (STED) and
    expansion microscopy (ExM) to achieve a\r\nspatial resolution as low as ~20 nm,
    and explored the compatibility of MERFISH with singlemolecule localization microscopy
    (SMLM) techniques. To visualize targeted mRNAs in mouse\r\nbrain tissue, I applied
    the comprehensive analysis of tissues across scales (CATS) toolbox, which\r\nprovides
    an unbiased morphological readout by labeling the extracellular domain. I\r\nsuccessfully
    established this method, which we call CATS-MERFISH-ExM, to work with thick\r\nmouse
    brain slices, being able to extract transcriptomics information with 3D tissue
    context.\r\nCATS-MERFISH-ExM enabled us to identify cell types and further visualize
    the subcellular\r\ndistribution of transcripts in mouse brain tissue, shedding
    light on the neuropil-specific\r\ntranscriptome. This method provides integrated
    information on cellular structure and\r\ntranscriptomes in situ, and could potentially
    be applied with other modalities, opening new\r\navenues for scientific discovery. "
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
- _id: PreCl
- _id: M-Shop
- _id: ScienComp
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Nathalie
  full_name: Agudelo Duenas, Nathalie
  id: 40E7F008-F248-11E8-B48F-1D18A9856A87
  last_name: Agudelo Duenas
citation:
  ama: Agudelo Duenas N. Visualizing the neuronal transcriptional landscape with tissue
    context. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18471">10.15479/at:ista:18471</a>
  apa: Agudelo Duenas, N. (2024). <i>Visualizing the neuronal transcriptional landscape
    with tissue context</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18471">https://doi.org/10.15479/at:ista:18471</a>
  chicago: Agudelo Duenas, Nathalie. “Visualizing the Neuronal Transcriptional Landscape
    with Tissue Context.” Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18471">https://doi.org/10.15479/at:ista:18471</a>.
  ieee: N. Agudelo Duenas, “Visualizing the neuronal transcriptional landscape with
    tissue context,” Institute of Science and Technology Austria, 2024.
  ista: Agudelo Duenas N. 2024. Visualizing the neuronal transcriptional landscape
    with tissue context. Institute of Science and Technology Austria.
  mla: Agudelo Duenas, Nathalie. <i>Visualizing the Neuronal Transcriptional Landscape
    with Tissue Context</i>. Institute of Science and Technology Austria, 2024, doi:<a
    href="https://doi.org/10.15479/at:ista:18471">10.15479/at:ista:18471</a>.
  short: N. Agudelo Duenas, Visualizing the Neuronal Transcriptional Landscape with
    Tissue Context, Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-10-26T20:02:42Z
date_published: 2024-10-28T00:00:00Z
date_updated: 2026-04-14T08:34:37Z
day: '28'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JoDa
doi: 10.15479/at:ista:18471
ec_funded: 1
file:
- access_level: closed
  checksum: 6d7c7725d040d8debc070dcb35ac965d
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: nagudelo
  date_created: 2024-10-26T22:29:06Z
  date_updated: 2025-05-05T22:30:04Z
  embargo_to: open_access
  file_id: '18475'
  file_name: PhD_thesis_Nathalie_Agudelo_Duenas_ISTA_final.docx
  file_size: 183077763
  relation: source_file
- access_level: open_access
  checksum: 52f9c0bf2bdafa3baf827b73814a53ff
  content_type: application/pdf
  creator: nagudelo
  date_created: 2024-10-26T23:13:33Z
  date_updated: 2025-05-05T22:30:04Z
  embargo: 2025-05-05
  file_id: '18476'
  file_name: PhD_thesis_Nathalie_Agudelo_Duenas_ISTA_final.pdf
  file_size: 47027710
  relation: main_file
file_date_updated: 2025-05-05T22:30:04Z
has_accepted_license: '1'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: '97'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 2548AE96-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232
  name: Molecular Drug Targets
publication_identifier:
  isbn:
  - 978-3-99078-044-2
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Johann G
  full_name: Danzl, Johann G
  id: 42EFD3B6-F248-11E8-B48F-1D18A9856A87
  last_name: Danzl
  orcid: 0000-0001-8559-3973
title: Visualizing the neuronal transcriptional landscape with tissue context
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
