---
OA_place: publisher
_id: '12809'
abstract:
- lang: eng
  text: "Understanding the mechanisms of learning and memory formation has always
    been one of\r\nthe main goals in neuroscience. Already Pavlov (1927) in his early
    days has used his classic\r\nconditioning experiments to study the neural mechanisms
    governing behavioral adaptation.\r\nWhat was not known back then was that the
    part of the brain that is largely responsible for\r\nthis type of associative
    learning is the cerebellum.\r\nSince then, plenty of theories on cerebellar learning
    have emerged. Despite their differences,\r\none thing they all have in common
    is that learning relies on synaptic and intrinsic plasticity.\r\nThe goal of my
    PhD project was to unravel the molecular mechanisms underlying synaptic\r\nplasticity
    in two synapses that have been shown to be implicated in motor learning, in an\r\neffort
    to understand how learning and memory formation are processed in the cerebellum.\r\nOne
    of the earliest and most well-known cerebellar theories postulates that motor
    learning\r\nlargely depends on long-term depression at the parallel fiber-Purkinje
    cell (PC-PC) synapse.\r\nHowever, the discovery of other types of plasticity in
    the cerebellar circuitry, like long-term\r\npotentiation (LTP) at the PC-PC synapse,
    potentiation of molecular layer interneurons (MLIs),\r\nand plasticity transfer
    from the cortex to the cerebellar/ vestibular nuclei has increased the\r\npopularity
    of the idea that multiple sites of plasticity might be involved in learning.\r\nStill
    a lot remains unknown about the molecular mechanisms responsible for these types
    of\r\nplasticity and whether they occur during physiological learning.\r\nIn the
    first part of this thesis we have analyzed the variation and nanodistribution
    of voltagegated calcium channels (VGCCs) and α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic
    acid\r\ntype glutamate receptors (AMPARs) on the parallel fiber-Purkinje cell
    synapse after vestibuloocular reflex phase reversal adaptation, a behavior that
    has been suggested to rely on PF-PC\r\nLTP. We have found that on the last day
    of adaptation there is no learning trace in form of\r\nVGCCs nor AMPARs variation
    at the PF-PC synapse, but instead a decrease in the number of\r\nPF-PC synapses.
    These data seem to support the view that learning is only stored in the\r\ncerebellar
    cortex in an initial learning phase, being transferred later to the vestibular
    nuclei.\r\nNext, we have studied the role of MLIs in motor learning using a relatively
    simple and well characterized behavioral paradigm – horizontal optokinetic reflex
    (HOKR) adaptation. We\r\nhave found behavior-induced MLI potentiation in form
    of release probability increase that\r\ncould be explained by the increase of
    VGCCs at the presynaptic side. Our results strengthen\r\nthe idea of distributed
    cerebellar plasticity contributing to learning and provide a novel\r\nmechanism
    for release probability increase. "
acknowledged_ssus:
- _id: EM-Fac
- _id: Bio
- _id: PreCl
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Catarina
  full_name: Alcarva, Catarina
  id: 3A96634C-F248-11E8-B48F-1D18A9856A87
  last_name: Alcarva
citation:
  ama: 'Alcarva C. Plasticity in the cerebellum: What molecular mechanisms are behind
    physiological learning. 2023. doi:<a href="https://doi.org/10.15479/at:ista:12809">10.15479/at:ista:12809</a>'
  apa: 'Alcarva, C. (2023). <i>Plasticity in the cerebellum: What molecular mechanisms
    are behind physiological learning</i>. Institute of Science and Technology Austria.
    <a href="https://doi.org/10.15479/at:ista:12809">https://doi.org/10.15479/at:ista:12809</a>'
  chicago: 'Alcarva, Catarina. “Plasticity in the Cerebellum: What Molecular Mechanisms
    Are behind Physiological Learning.” Institute of Science and Technology Austria,
    2023. <a href="https://doi.org/10.15479/at:ista:12809">https://doi.org/10.15479/at:ista:12809</a>.'
  ieee: 'C. Alcarva, “Plasticity in the cerebellum: What molecular mechanisms are
    behind physiological learning,” Institute of Science and Technology Austria, 2023.'
  ista: 'Alcarva C. 2023. Plasticity in the cerebellum: What molecular mechanisms
    are behind physiological learning. Institute of Science and Technology Austria.'
  mla: 'Alcarva, Catarina. <i>Plasticity in the Cerebellum: What Molecular Mechanisms
    Are behind Physiological Learning</i>. Institute of Science and Technology Austria,
    2023, doi:<a href="https://doi.org/10.15479/at:ista:12809">10.15479/at:ista:12809</a>.'
  short: 'C. Alcarva, Plasticity in the Cerebellum: What Molecular Mechanisms Are
    behind Physiological Learning, Institute of Science and Technology Austria, 2023.'
corr_author: '1'
date_created: 2023-04-06T07:54:09Z
date_published: 2023-04-06T00:00:00Z
date_updated: 2026-04-07T13:53:28Z
day: '06'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: RySh
doi: 10.15479/at:ista:12809
file:
- access_level: open_access
  checksum: 35b5997d2b0acb461f9d33d073da0df5
  content_type: application/pdf
  creator: cchlebak
  date_created: 2023-04-07T06:16:06Z
  date_updated: 2024-04-08T22:30:03Z
  embargo: 2024-04-07
  file_id: '12814'
  file_name: Thesis_CatarinaAlcarva_final pdfA.pdf
  file_size: 9881969
  relation: main_file
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  checksum: 81198f63c294890f6d58e8b29782efdc
  content_type: application/pdf
  creator: cchlebak
  date_created: 2023-04-07T06:17:11Z
  date_updated: 2024-04-08T22:30:03Z
  embargo_to: open_access
  file_id: '12815'
  file_name: Thesis_CatarinaAlcarva_final_for printing.pdf
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  creator: cchlebak
  date_created: 2023-04-07T06:18:05Z
  date_updated: 2024-04-08T22:30:03Z
  embargo_to: open_access
  file_id: '12816'
  file_name: Thesis_CatarinaAlcarva_final.docx
  file_size: 84731244
  relation: source_file
file_date_updated: 2024-04-08T22:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: '115'
project:
- _id: 267DFB90-B435-11E9-9278-68D0E5697425
  name: 'Plasticity in the cerebellum: Which molecular mechanisms are behind physiological
    learning?'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Ryuichi
  full_name: Shigemoto, Ryuichi
  id: 499F3ABC-F248-11E8-B48F-1D18A9856A87
  last_name: Shigemoto
  orcid: 0000-0001-8761-9444
title: 'Plasticity in the cerebellum: What molecular mechanisms are behind physiological
  learning'
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2023'
...
---
OA_place: publisher
_id: '14280'
abstract:
- lang: eng
  text: "Cell division in Escherichia coli is performed by the divisome, a multi-protein
    complex composed of more than 30 proteins. The divisome spans from the cytoplasm
    through the inner membrane to the cell wall and the outer membrane. Divisome assembly
    is initiated by a cytoskeletal structure, the so-called Z-ring, which localizes
    at the center of the E. coli cell and determines the position of the future cell
    septum. The Z-ring is composed of the highly conserved bacterial tubulin homologue
    FtsZ, which forms treadmilling filaments. These filaments are recruited to the
    inner membrane by FtsA, a highly conserved bacterial actin homologue. FtsA interacts
    with other proteins in the periplasm and thus connects the cytoplasmic and periplasmic
    components of the divisome. \r\nA previous model postulated that FtsA regulates
    maturation of the divisome by switching from an oligomeric, inactive state to
    a monomeric and active state. This model was based mostly on in vivo studies,
    as a biochemical characterization of FtsA has been hampered by difficulties in
    purifying the protein. Here, we studied FtsA using an in vitro reconstitution
    approach and aimed to answer two questions: (i) How are dynamics from cytoplasmic,
    treadmilling FtsZ filaments coupled to proteins acting in the periplasmic space
    and (ii) How does FtsA regulate the maturation of the divisome?\r\nWe found that
    the cytoplasmic peptides of the transmembrane proteins FtsN and FtsQ interact
    directly with FtsA and can follow the spatiotemporal signal of FtsA/Z filaments.
    When we investigated the underlying mechanism by imaging single molecules of FtsNcyto,
    we found the peptide to interact transiently with FtsA. An in depth analysis of
    the single molecule trajectories helped to postulate a model where PG synthases
    follow the dynamics of FtsZ by a diffusion and capture mechanism. \r\nFollowing
    up on these findings we were interested in how the self-interaction of FtsA changes
    when it encounters FtsNcyto and if we can confirm the proposed oligomer-monomer
    switch. For this, we compared the behavior of the previously identified, hyperactive
    mutant FtsA R286W with wildtype FtsA. The mutant outperforms WT in mirroring and
    transmitting the spatiotemporal signal of treadmilling FtsZ filaments. Surprisingly
    however, we found that this was not due to a difference in the self-interaction
    strength of the two variants, but a difference in their membrane residence time.
    Furthermore, in contrast to our expectations, upon binding of FtsNcyto the measured
    self-interaction of FtsA actually increased. \r\nWe propose that FtsNcyto induces
    a rearrangement of the oligomeric architecture of FtsA. In further consequence
    this change leads to more persistent FtsZ filaments which results in a defined
    signalling zone, allowing formation of the mature divisome. The observed difference
    between FtsA WT and R286W is due to the vastly different membrane turnover of
    the proteins. R286W cycles 5-10x faster compared to WT which allows to sample
    FtsZ filaments at faster frequencies. These findings can explain the observed
    differences in toxicity for overexpression of FtsA WT and R286W and help to understand
    how FtsA regulates divisome maturation."
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Philipp
  full_name: Radler, Philipp
  id: 40136C2A-F248-11E8-B48F-1D18A9856A87
  last_name: Radler
  orcid: '0000-0001-9198-2182 '
citation:
  ama: Radler P. Spatiotemporal signaling during assembly of the bacterial divisome.
    2023. doi:<a href="https://doi.org/10.15479/at:ista:14280">10.15479/at:ista:14280</a>
  apa: Radler, P. (2023). <i>Spatiotemporal signaling during assembly of the bacterial
    divisome</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:14280">https://doi.org/10.15479/at:ista:14280</a>
  chicago: Radler, Philipp. “Spatiotemporal Signaling during Assembly of the Bacterial
    Divisome.” Institute of Science and Technology Austria, 2023. <a href="https://doi.org/10.15479/at:ista:14280">https://doi.org/10.15479/at:ista:14280</a>.
  ieee: P. Radler, “Spatiotemporal signaling during assembly of the bacterial divisome,”
    Institute of Science and Technology Austria, 2023.
  ista: Radler P. 2023. Spatiotemporal signaling during assembly of the bacterial
    divisome. Institute of Science and Technology Austria.
  mla: Radler, Philipp. <i>Spatiotemporal Signaling during Assembly of the Bacterial
    Divisome</i>. Institute of Science and Technology Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:14280">10.15479/at:ista:14280</a>.
  short: P. Radler, Spatiotemporal Signaling during Assembly of the Bacterial Divisome,
    Institute of Science and Technology Austria, 2023.
corr_author: '1'
date_created: 2023-09-06T10:58:25Z
date_published: 2023-09-25T00:00:00Z
date_updated: 2026-04-07T14:06:05Z
day: '25'
ddc:
- '572'
degree_awarded: PhD
department:
- _id: GradSch
- _id: MaLo
doi: 10.15479/at:ista:14280
ec_funded: 1
file:
- access_level: closed
  checksum: 87eef11fbc5c7df0826f12a3a629b444
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: pradler
  date_created: 2023-10-04T10:11:53Z
  date_updated: 2024-10-05T22:30:03Z
  embargo_to: open_access
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  file_name: PhD Thesis_Philipp Radler_20231004.docx
  file_size: 114932847
  relation: source_file
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  creator: pradler
  date_created: 2023-10-04T10:11:21Z
  date_updated: 2024-10-05T22:30:03Z
  embargo: 2024-10-04
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  file_size: 37838778
  relation: main_file
file_date_updated: 2024-10-05T22:30:03Z
has_accepted_license: '1'
keyword:
- Cell Division
- Reconstitution
- FtsZ
- FtsA
- Divisome
- E.coli
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '156'
project:
- _id: 2595697A-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '679239'
  name: Self-Organization of the Bacterial Cell
- _id: fc38323b-9c52-11eb-aca3-ff8afb4a011d
  grant_number: P34607
  name: In vitro reconstitution of bacterial cell division
- _id: 2596EAB6-B435-11E9-9278-68D0E5697425
  grant_number: ALTF 2015-1163
  name: Synthesis of bacterial cell wall
- _id: 259B655A-B435-11E9-9278-68D0E5697425
  grant_number: LT000824/2016
  name: Reconstitution of bacterial cell wall synthesis
publication_identifier:
  isbn:
  - 978-3-99078-033-6
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '10934'
    relation: research_data
    status: public
  - id: '11373'
    relation: part_of_dissertation
    status: public
  - id: '7387'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Martin
  full_name: Loose, Martin
  id: 462D4284-F248-11E8-B48F-1D18A9856A87
  last_name: Loose
  orcid: 0000-0001-7309-9724
title: Spatiotemporal signaling during assembly of the bacterial divisome
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: '2023'
...
---
OA_place: publisher
_id: '12781'
abstract:
- lang: eng
  text: "Most energy in humans is produced in form of ATP by the mitochondrial respiratory
    chain consisting of several protein assemblies embedded into lipid membrane (complexes
    I-V). Complex I is the first and the largest enzyme of the respiratory chain which
    is essential for energy production. It couples the transfer of two electrons from
    NADH to ubiquinone with proton translocation across bacterial or inner mitochondrial
    membrane. The coupling mechanism between electron transfer and proton translocation
    is one of the biggest enigma in bioenergetics and structural biology. Even though
    the enzyme has been studied for decades, only recent technological advances in
    cryo-EM allowed its extensive structural investigation. \r\n\r\nComplex I from
    E.coli appears to be of special importance because it is a perfect model system
    with a rich mutant library, however the structure of the entire complex was unknown.
    In this thesis I have resolved structures of the minimal complex I version from
    E. coli in different states including reduced, inhibited, under reaction turnover
    and several others. Extensive structural analyses of these structures and comparison
    to structures from other species allowed to derive general features of conformational
    dynamics and propose a universal coupling mechanism. The mechanism is straightforward,
    robust and consistent with decades of experimental data available for complex
    I from different species. \r\n\r\nCyanobacterial NDH (cyanobacterial complex I)
    is a part of broad complex I superfamily and was studied as well in this thesis.
    It plays an important role in cyclic electron transfer (CET), during which electrons
    are cycled within PSI through ferredoxin and plastoquinone to generate proton
    gradient without NADPH production. Here, I solved structure of NDH and revealed
    additional state, which was not observed before. The novel “resting” state allowed
    to propose the mechanism of CET regulation. Moreover, conformational dynamics
    of NDH resembles one in complex I which suggest more broad universality of the
    proposed coupling mechanism.\r\n\r\nIn summary, results presented here helped
    to interpret decades of experimental data for complex I and contributed to fundamental
    mechanistic understanding of protein function.\r\n"
acknowledged_ssus:
- _id: EM-Fac
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Vladyslav
  full_name: Kravchuk, Vladyslav
  id: 4D62F2A6-F248-11E8-B48F-1D18A9856A87
  last_name: Kravchuk
  orcid: 0000-0001-9523-9089
citation:
  ama: Kravchuk V. Structural and mechanistic study of bacterial complex I and its
    cyanobacterial ortholog. 2023. doi:<a href="https://doi.org/10.15479/at:ista:12781">10.15479/at:ista:12781</a>
  apa: Kravchuk, V. (2023). <i>Structural and mechanistic study of bacterial complex
    I and its cyanobacterial ortholog</i>. Institute of Science and Technology Austria.
    <a href="https://doi.org/10.15479/at:ista:12781">https://doi.org/10.15479/at:ista:12781</a>
  chicago: Kravchuk, Vladyslav. “Structural and Mechanistic Study of Bacterial Complex
    I and Its Cyanobacterial Ortholog.” Institute of Science and Technology Austria,
    2023. <a href="https://doi.org/10.15479/at:ista:12781">https://doi.org/10.15479/at:ista:12781</a>.
  ieee: V. Kravchuk, “Structural and mechanistic study of bacterial complex I and
    its cyanobacterial ortholog,” Institute of Science and Technology Austria, 2023.
  ista: Kravchuk V. 2023. Structural and mechanistic study of bacterial complex I
    and its cyanobacterial ortholog. Institute of Science and Technology Austria.
  mla: Kravchuk, Vladyslav. <i>Structural and Mechanistic Study of Bacterial Complex
    I and Its Cyanobacterial Ortholog</i>. Institute of Science and Technology Austria,
    2023, doi:<a href="https://doi.org/10.15479/at:ista:12781">10.15479/at:ista:12781</a>.
  short: V. Kravchuk, Structural and Mechanistic Study of Bacterial Complex I and
    Its Cyanobacterial Ortholog, Institute of Science and Technology Austria, 2023.
corr_author: '1'
date_created: 2023-03-31T12:24:42Z
date_published: 2023-03-23T00:00:00Z
date_updated: 2026-04-07T14:10:40Z
day: '23'
ddc:
- '570'
- '572'
degree_awarded: PhD
department:
- _id: GradSch
- _id: LeSa
doi: 10.15479/at:ista:12781
ec_funded: 1
file:
- access_level: open_access
  checksum: 5ebb6345cb4119f93460c81310265a6d
  content_type: application/pdf
  creator: vkravchu
  date_created: 2023-04-19T14:33:41Z
  date_updated: 2024-04-22T22:30:06Z
  embargo: 2024-04-20
  file_id: '12852'
  file_name: VladyslavKravchuk_PhD_Thesis_PostSub_Final_1.pdf
  file_size: 6071553
  relation: main_file
- access_level: open_access
  checksum: c12055c48411d030d2afa51de2166221
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: vkravchu
  date_created: 2023-04-19T14:33:52Z
  date_updated: 2024-04-22T22:30:06Z
  embargo: 2024-04-20
  file_id: '12853'
  file_name: VladyslavKravchuk_PhD_Thesis_PostSub_Final.docx
  file_size: 19468766
  relation: source_file
file_date_updated: 2024-04-22T22:30:06Z
has_accepted_license: '1'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
page: '127'
project:
- _id: 238A0A5A-32DE-11EA-91FC-C7463DDC885E
  grant_number: '25541'
  name: 'Structural characterization of E. coli complex I: an important mechanistic
    model'
- _id: 627abdeb-2b32-11ec-9570-ec31a97243d3
  call_identifier: H2020
  grant_number: '101020697'
  name: Structure and mechanism of respiratory chain molecular machines
publication_identifier:
  isbn:
  - 978-3-99078-029-9
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '12138'
    relation: part_of_dissertation
    status: public
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: Structural and mechanistic study of bacterial complex I and its cyanobacterial
  ortholog
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2023'
...
---
_id: '12891'
abstract:
- lang: eng
  text: "The tight spatiotemporal coordination of signaling activity determining embryo\r\npatterning
    and the physical processes driving embryo morphogenesis renders\r\nembryonic development
    robust, such that key developmental processes can unfold\r\nrelatively normally
    even outside of the full embryonic context. For instance, embryonic\r\nstem cell
    cultures can recapitulate the hallmarks of gastrulation, i.e. break symmetry\r\nleading
    to germ layer formation and morphogenesis, in a very reduced environment.\r\nThis
    leads to questions on specific contributions of embryo-specific features, such
    as\r\nthe presence of extraembryonic tissues, which are inherently involved in
    gastrulation\r\nin the full embryonic context. To address this, we established
    zebrafish embryonic\r\nexplants without the extraembryonic yolk cell, an important
    player as a signaling\r\nsource and for morphogenesis during gastrulation, as
    a model of ex vivo development.\r\nWe found that dorsal-marginal determinants
    are required and sufficient in these\r\nexplants to form and pattern all three
    germ layers. However, formation of tissues,\r\nwhich require the highest Nodal-signaling
    levels, is variable, demonstrating a\r\ncontribution of extraembryonic tissues
    for reaching peak Nodal signaling levels.\r\nBlastoderm explants also undergo
    gastrulation-like axis elongation. We found that this\r\nelongation movement shows
    hallmarks of oriented mesendoderm cell intercalations\r\ntypically associated
    with dorsal tissues in the intact embryo. These are disrupted by\r\nuniform upregulation
    of BMP signaling activity and concomitant explant ventralization,\r\nsuggesting
    that tight spatial control of BMP signaling is a prerequisite for explant\r\nmorphogenesis.
    This control is achieved by Nodal signaling, which is critical for\r\neffectively
    downregulating BMP signaling in the mesendoderm, highlighting that Nodal\r\nsignaling
    is not only directly required for mesendoderm cell fate specification and\r\nmorphogenesis,
    but also by maintaining low levels of BMP signaling at the dorsal side.\r\nCollectively,
    we provide insights into the capacity and organization of signaling and\r\nmorphogenetic
    domains to recapitulate features of zebrafish gastrulation outside of\r\nthe full
    embryonic context."
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Alexandra
  full_name: Schauer, Alexandra
  id: 30A536BA-F248-11E8-B48F-1D18A9856A87
  last_name: Schauer
  orcid: 0000-0001-7659-9142
citation:
  ama: 'Schauer A. Mesendoderm formation in zebrafish gastrulation: The role of extraembryonic
    tissues. 2023. doi:<a href="https://doi.org/10.15479/at:ista:12891">10.15479/at:ista:12891</a>'
  apa: 'Schauer, A. (2023). <i>Mesendoderm formation in zebrafish gastrulation: The
    role of extraembryonic tissues</i>. Institute of Science and Technology Austria.
    <a href="https://doi.org/10.15479/at:ista:12891">https://doi.org/10.15479/at:ista:12891</a>'
  chicago: 'Schauer, Alexandra. “Mesendoderm Formation in Zebrafish Gastrulation:
    The Role of Extraembryonic Tissues.” Institute of Science and Technology Austria,
    2023. <a href="https://doi.org/10.15479/at:ista:12891">https://doi.org/10.15479/at:ista:12891</a>.'
  ieee: 'A. Schauer, “Mesendoderm formation in zebrafish gastrulation: The role of
    extraembryonic tissues,” Institute of Science and Technology Austria, 2023.'
  ista: 'Schauer A. 2023. Mesendoderm formation in zebrafish gastrulation: The role
    of extraembryonic tissues. Institute of Science and Technology Austria.'
  mla: 'Schauer, Alexandra. <i>Mesendoderm Formation in Zebrafish Gastrulation: The
    Role of Extraembryonic Tissues</i>. Institute of Science and Technology Austria,
    2023, doi:<a href="https://doi.org/10.15479/at:ista:12891">10.15479/at:ista:12891</a>.'
  short: 'A. Schauer, Mesendoderm Formation in Zebrafish Gastrulation: The Role of
    Extraembryonic Tissues, Institute of Science and Technology Austria, 2023.'
corr_author: '1'
date_created: 2023-05-05T08:48:20Z
date_published: 2023-05-05T00:00:00Z
date_updated: 2025-06-12T06:56:58Z
day: '05'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: CaHe
doi: 10.15479/at:ista:12891
ec_funded: 1
file:
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  checksum: 59b0303dc483f40a96a610a90aab7ee9
  content_type: application/pdf
  creator: aschauer
  date_created: 2023-05-05T13:01:14Z
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file_date_updated: 2024-05-06T22:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: '190'
project:
- _id: 260F1432-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '742573'
  name: Interaction and feedback between cell mechanics and fate specification in
    vertebrate gastrulation
- _id: 26B1E39C-B435-11E9-9278-68D0E5697425
  grant_number: '25239'
  name: 'Mesendoderm specification in zebrafish: The role of extraembryonic tissues'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '7888'
    relation: part_of_dissertation
    status: public
  - id: '8966'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Carl-Philipp J
  full_name: Heisenberg, Carl-Philipp J
  id: 39427864-F248-11E8-B48F-1D18A9856A87
  last_name: Heisenberg
  orcid: 0000-0002-0912-4566
title: 'Mesendoderm formation in zebrafish gastrulation: The role of extraembryonic
  tissues'
type: dissertation
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2023'
...
---
OA_place: publisher
_id: '14697'
abstract:
- lang: eng
  text: "During my Ph.D. research, I managed a series of projects, each focused on
    the\r\nmechanisms underlying cell migration. My work involved an in-depth examination
    of\r\nthe complex strategies employed by neutrophils, with a specific focus on
    their ability to\r\nsynchronize spatial-temporal cues and optimize their gradient
    perception. However, it\r\nis essential to acknowledge that not all projects yielded
    successful results, as some\r\nideas were discontinued and are archived for future
    reference within this thesis.\r\nMy main project investigated how neutrophils
    decode spatial cues for precise navigation. Human neutrophils showcased distinct
    movement patterns based on source\r\ntype – linear or point-like. By combining
    single-cell tracking in 3D environments with\r\nproxy dyes, this project linked
    cell behaviors to gradient changes, revealing a stronger\r\nresponse to semi-exponential
    gradients from point sources. In addition, neutrophils\r\nexhibited oscillating
    migration speeds, using speed minima to adjust trajectories toward sources. Experiencing
    continuous concentration changes, they accelerated over\r\ntime and employed a
    \"Run and Fumble\" strategy, alternating between consistent runs\r\nand strategic
    \"tumbles\" for efficient navigation.\r\nThe project extended to the possibility
    of cells amplifying perceived gradients by\r\nenclosing their immediate surroundings,
    pushing attractants forward for enrichment\r\nwhile depleting it at the cell rear.
    Microfluidic devices were employed, and various experimental parameters configurations
    were optimized. Although significant differences\r\nin migratory efficacy were
    detected across pore sizes and device heights, quantifying\r\ngradient manipulation
    effects proved challenging.\r\nThe \"Laser-Assisted Protein Adsorption by Photobleaching\"
    (LAPAP) project was\r\npromising, as it allowed the printing of gradients. Initially
    successful with dendritic cells,\r\nwe aimed to adapt it for neutrophils. Through
    extensive experimentation with multiple\r\nparameters, we attempted to trigger
    responses from neutrophils. Despite these efforts\r\nand collaboration, the project
    failed due to practical challenges and limitations.\r\nFacing a lack of neutrophil-like
    cells at IST, we initially established the SCF-HoxB8\r\nprimary murine cell line.
    Despite their existence, their migratory behavior was largely\r\nunexplored due
    to potential limitations. Through differentiation protocol refinements we\r\nenhanced
    their migratory capabilities, though their capacity still lagged behind human\r\nneutrophils.
    Despite this, the improved migration potential of these cells pointed toward\r\ntheir
    utility for in vitro murine neutrophil migration studies."
acknowledged_ssus:
- _id: LifeSc
- _id: Bio
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Julian A
  full_name: Stopp, Julian A
  id: 489E3F00-F248-11E8-B48F-1D18A9856A87
  last_name: Stopp
citation:
  ama: 'Stopp JA. Neutrophils on the hunt : Migratory strategies employed by neutrophils
    to fulfill their effector function. 2023. doi:<a href="https://doi.org/10.15479/at:ista:14697">10.15479/at:ista:14697</a>'
  apa: 'Stopp, J. A. (2023). <i>Neutrophils on the hunt : Migratory strategies employed
    by neutrophils to fulfill their effector function</i>. Institute of Science and
    Technology Austria. <a href="https://doi.org/10.15479/at:ista:14697">https://doi.org/10.15479/at:ista:14697</a>'
  chicago: 'Stopp, Julian A. “Neutrophils on the Hunt : Migratory Strategies Employed
    by Neutrophils to Fulfill Their Effector Function.” Institute of Science and Technology
    Austria, 2023. <a href="https://doi.org/10.15479/at:ista:14697">https://doi.org/10.15479/at:ista:14697</a>.'
  ieee: 'J. A. Stopp, “Neutrophils on the hunt : Migratory strategies employed by
    neutrophils to fulfill their effector function,” Institute of Science and Technology
    Austria, 2023.'
  ista: 'Stopp JA. 2023. Neutrophils on the hunt : Migratory strategies employed by
    neutrophils to fulfill their effector function. Institute of Science and Technology
    Austria.'
  mla: 'Stopp, Julian A. <i>Neutrophils on the Hunt : Migratory Strategies Employed
    by Neutrophils to Fulfill Their Effector Function</i>. Institute of Science and
    Technology Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:14697">10.15479/at:ista:14697</a>.'
  short: 'J.A. Stopp, Neutrophils on the Hunt : Migratory Strategies Employed by Neutrophils
    to Fulfill Their Effector Function, Institute of Science and Technology Austria,
    2023.'
corr_author: '1'
date_created: 2023-12-18T19:14:28Z
date_published: 2023-12-20T00:00:00Z
date_updated: 2026-06-18T17:34:48Z
day: '20'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: MiSi
doi: 10.15479/at:ista:14697
ec_funded: 1
file:
- access_level: open_access
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  creator: jstopp
  date_created: 2023-12-20T09:35:34Z
  date_updated: 2024-12-20T23:30:04Z
  embargo: 2024-12-20
  file_id: '14699'
  file_name: Thesis.pdf
  file_size: 51585778
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  creator: jstopp
  date_created: 2023-12-20T09:35:35Z
  date_updated: 2024-12-20T23:30:04Z
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file_date_updated: 2024-12-20T23:30:04Z
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language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: '226'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
publication_identifier:
  isbn:
  - 978-3-99078-038-1
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '14360'
    relation: part_of_dissertation
    status: public
  - id: '12272'
    relation: part_of_dissertation
    status: public
  - id: '6328'
    relation: part_of_dissertation
    status: public
  - id: '7885'
    relation: part_of_dissertation
    status: public
  - id: '14274'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Michael K
  full_name: Sixt, Michael K
  id: 41E9FBEA-F248-11E8-B48F-1D18A9856A87
  last_name: Sixt
  orcid: 0000-0002-6620-9179
title: 'Neutrophils on the hunt : Migratory strategies employed by neutrophils to
  fulfill their effector function'
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2023'
...
---
OA_place: publisher
_id: '13081'
abstract:
- lang: eng
  text: During development, tissues undergo changes in size and shape to form functional
    organs. Distinct cellular processes such as cell division and cell rearrangements
    underlie tissue morphogenesis. Yet how the distinct processes are controlled and
    coordinated, and how they contribute to morphogenesis is poorly understood. In
    our study, we addressed these questions using the developing mouse neural tube.
    This epithelial organ transforms from a flat epithelial sheet to an epithelial
    tube while increasing in size and undergoing morpho-gen-mediated patterning. The
    extent and mechanism of neural progenitor rearrangement within the developing
    mouse neuroepithelium is unknown. To investigate this, we per-formed high resolution
    lineage tracing analysis to quantify the extent of epithelial rear-rangement at
    different stages of neural tube development. We quantitatively described the relationship
    between apical cell size with cell cycle dependent interkinetic nuclear migra-tions
    (IKNM) and performed high cellular resolution live imaging of the neuroepithelium
    to study the dynamics of junctional remodeling.  Furthermore, developed a vertex
    model of the neuroepithelium to investigate the quantitative contribution of cell
    proliferation, cell differentiation and mechanical properties to the epithelial
    rearrangement dynamics and validated the model predictions through functional
    experiments. Our analysis revealed that at early developmental stages, the apical
    cell area kinetics driven by IKNM induce high lev-els of cell rearrangements in
    a regime of high junctional tension and contractility. After E9.5, there is a
    sharp decline in the extent of cell rearrangements, suggesting that the epi-thelium
    transitions from a fluid-like to a solid-like state. We found that this transition
    is regulated by the growth rate of the tissue, rather than by changes in cell-cell
    adhesion and contractile forces. Overall, our study provides a quantitative description
    of the relationship between tissue growth, cell cycle dynamics, epithelia rearrangements
    and the emergent tissue material properties, and novel insights on how epithelial
    cell dynamics influences tissue morphogenesis.
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Laura
  full_name: Bocanegra, Laura
  id: 4896F754-F248-11E8-B48F-1D18A9856A87
  last_name: Bocanegra
citation:
  ama: Bocanegra L. Epithelial dynamics during mouse neural tube development. 2023.
    doi:<a href="https://doi.org/10.15479/at:ista:13081">10.15479/at:ista:13081</a>
  apa: Bocanegra, L. (2023). <i>Epithelial dynamics during mouse neural tube development</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:13081">https://doi.org/10.15479/at:ista:13081</a>
  chicago: Bocanegra, Laura. “Epithelial Dynamics during Mouse Neural Tube Development.”
    Institute of Science and Technology Austria, 2023. <a href="https://doi.org/10.15479/at:ista:13081">https://doi.org/10.15479/at:ista:13081</a>.
  ieee: L. Bocanegra, “Epithelial dynamics during mouse neural tube development,”
    Institute of Science and Technology Austria, 2023.
  ista: Bocanegra L. 2023. Epithelial dynamics during mouse neural tube development.
    Institute of Science and Technology Austria.
  mla: Bocanegra, Laura. <i>Epithelial Dynamics during Mouse Neural Tube Development</i>.
    Institute of Science and Technology Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:13081">10.15479/at:ista:13081</a>.
  short: L. Bocanegra, Epithelial Dynamics during Mouse Neural Tube Development, Institute
    of Science and Technology Austria, 2023.
corr_author: '1'
date_created: 2023-05-23T19:10:42Z
date_published: 2023-05-23T00:00:00Z
date_updated: 2026-04-14T09:50:54Z
day: '23'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: AnKi
doi: 10.15479/at:ista:13081
file:
- access_level: closed
  checksum: 74f3f89e59a0189bee53ebfad9c1b9af
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: lbocaneg
  date_created: 2023-05-25T06:32:12Z
  date_updated: 2024-06-01T22:30:04Z
  embargo_to: open_access
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  file_name: Thesis_final_LauraBocanegra.docx
  file_size: 25615534
  relation: source_file
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  checksum: c6cdef6323eacfb4b7a8af20f32eae97
  content_type: application/pdf
  creator: lbocaneg
  date_created: 2023-05-25T06:32:16Z
  date_updated: 2024-06-01T22:30:04Z
  embargo: 2024-05-31
  file_id: '13090'
  file_name: TotalFinal_Thesis_LauraBocanegraArx.pdf
  file_size: 12386046
  relation: main_file
file_date_updated: 2024-06-01T22:30:04Z
has_accepted_license: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '05'
oa: 1
oa_version: Published Version
page: '93'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '9349'
    relation: part_of_dissertation
    status: public
  - id: '12837'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Anna
  full_name: Kicheva, Anna
  id: 3959A2A0-F248-11E8-B48F-1D18A9856A87
  last_name: Kicheva
  orcid: 0000-0003-4509-4998
title: Epithelial dynamics during mouse neural tube development
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: '2023'
...
---
OA_place: publisher
_id: '14323'
abstract:
- lang: eng
  text: Morphogens are signaling molecules that are known for their prominent role
    in pattern formation within developing tissues. In addition to patterning, morphogens
    also control tissue growth. However, the underlying mechanisms are poorly understood.
    We studied the role of morphogens in regulating tissue growth in the developing
    vertebrate neural tube. In this system, opposing morphogen gradients of Shh and
    BMP establish the dorsoventral pattern of neural progenitor domains. Perturbations
    in these morphogen pathways result in alterations in tissue growth and cell cycle
    progression, however, it has been unclear what cellular process is affected. To
    address this, we analysed the rates of cell proliferation and cell death in mouse
    mutants in which signaling is perturbed, as well as in chick neural plate explants
    exposed to defined concentrations of signaling activators or inhibitors. Our results
    indicated that the rate of cell proliferation was not altered in these assays.
    By contrast, both the Shh and BMP signaling pathways had profound effects on neural
    progenitor survival. Our results indicate that these pathways synergise to promote
    cell survival within neural progenitors. Consistent with this, we found that progenitors
    within the intermediate region of the neural tube, where the combined levels of
    Shh and BMP are the lowest, are most prone to cell death when signaling activity
    is inhibited. In addition, we found that downregulation of Shh results in increased
    apoptosis within the roof plate, which is the dorsal source of BMP ligand production.
    This revealed a cross-interaction between the Shh and BMP morphogen signaling
    pathways that may be relevant for understanding how gradients scale in neural
    tubes with different overall sizes. We further studied the mechanism acting downstream
    of Shh in cell survival regulation using genetic and genomic approaches. We propose
    that Shh transcriptionally regulates a non-canonical apoptotic pathway. Altogether,
    our study points to a novel role of opposing morphogen gradients in tissue size
    regulation and provides new insights into complex interactions between Shh and
    BMP signaling gradients in the neural tube.
acknowledged_ssus:
- _id: Bio
- _id: PreCl
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Katarzyna
  full_name: Kuzmicz-Kowalska, Katarzyna
  id: 4CED352A-F248-11E8-B48F-1D18A9856A87
  last_name: Kuzmicz-Kowalska
citation:
  ama: Kuzmicz-Kowalska K. Regulation of neural progenitor survival by Shh and BMP
    in the developing spinal cord. 2023. doi:<a href="https://doi.org/10.15479/at:ista:14323">10.15479/at:ista:14323</a>
  apa: Kuzmicz-Kowalska, K. (2023). <i>Regulation of neural progenitor survival by
    Shh and BMP in the developing spinal cord</i>. Institute of Science and Technology
    Austria. <a href="https://doi.org/10.15479/at:ista:14323">https://doi.org/10.15479/at:ista:14323</a>
  chicago: Kuzmicz-Kowalska, Katarzyna. “Regulation of Neural Progenitor Survival
    by Shh and BMP in the Developing Spinal Cord.” Institute of Science and Technology
    Austria, 2023. <a href="https://doi.org/10.15479/at:ista:14323">https://doi.org/10.15479/at:ista:14323</a>.
  ieee: K. Kuzmicz-Kowalska, “Regulation of neural progenitor survival by Shh and
    BMP in the developing spinal cord,” Institute of Science and Technology Austria,
    2023.
  ista: Kuzmicz-Kowalska K. 2023. Regulation of neural progenitor survival by Shh
    and BMP in the developing spinal cord. Institute of Science and Technology Austria.
  mla: Kuzmicz-Kowalska, Katarzyna. <i>Regulation of Neural Progenitor Survival by
    Shh and BMP in the Developing Spinal Cord</i>. Institute of Science and Technology
    Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:14323">10.15479/at:ista:14323</a>.
  short: K. Kuzmicz-Kowalska, Regulation of Neural Progenitor Survival by Shh and
    BMP in the Developing Spinal Cord, Institute of Science and Technology Austria,
    2023.
corr_author: '1'
date_created: 2023-09-13T10:07:18Z
date_published: 2023-09-13T00:00:00Z
date_updated: 2026-04-14T09:50:54Z
day: '13'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: AnKi
doi: 10.15479/at:ista:14323
file:
- access_level: open_access
  checksum: bd83596869c814b24aeff7077d031c0e
  content_type: application/pdf
  creator: kkuzmicz
  date_created: 2023-09-13T09:52:52Z
  date_updated: 2025-03-13T23:30:05Z
  embargo: 2025-03-13
  file_id: '14324'
  file_name: PhDThesis_KK_final_pdfA.pdf
  file_size: 10147911
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  checksum: aa2757ae4c3478041fd7e62c587d3e4d
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  creator: kkuzmicz
  date_created: 2023-09-13T09:53:29Z
  date_updated: 2025-03-13T23:30:05Z
  embargo_to: open_access
  file_id: '14325'
  file_name: thesis_KK_final_corrections_092023.docx
  file_size: 103980668
  relation: source_file
file_date_updated: 2025-03-13T23:30:05Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '151'
project:
- _id: 267AF0E4-B435-11E9-9278-68D0E5697425
  name: The role of morphogens in the regulation of neural tube growth
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '7883'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Anna
  full_name: Kicheva, Anna
  id: 3959A2A0-F248-11E8-B48F-1D18A9856A87
  last_name: Kicheva
  orcid: 0000-0003-4509-4998
title: Regulation of neural progenitor survival by Shh and BMP in the developing spinal
  cord
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: '2023'
...
---
OA_place: publisher
_id: '14422'
abstract:
- lang: eng
  text: "Animals exhibit a remarkable ability to learn and remember new behaviors,
    skills, and associations throughout their lifetime. These capabilities are made
    possible thanks to a variety of\r\nchanges in the brain throughout adulthood,
    regrouped under the term \"plasticity\". Some cells\r\nin the brain —neurons—
    and specifically changes in the connections between neurons, the\r\nsynapses,
    were shown to be crucial for the formation, selection, and consolidation of memories\r\nfrom
    past experiences. These ongoing changes of synapses across time are called synaptic\r\nplasticity.
    Understanding how a myriad of biochemical processes operating at individual\r\nsynapses
    can somehow work in concert to give rise to meaningful changes in behavior is
    a\r\nfascinating problem and an active area of research.\r\nHowever, the experimental
    search for the precise plasticity mechanisms at play in the brain\r\nis daunting,
    as it is difficult to control and observe synapses during learning. Theoretical\r\napproaches
    have thus been the default method to probe the plasticity-behavior connection.
    Such\r\nstudies attempt to extract unifying principles across synapses and model
    all observed synaptic\r\nchanges using plasticity rules: equations that govern
    the evolution of synaptic strengths across\r\ntime in neuronal network models.
    These rules can use many relevant quantities to determine\r\nthe magnitude of
    synaptic changes, such as the precise timings of pre- and postsynaptic\r\naction
    potentials, the recent neuronal activity levels, the state of neighboring synapses,
    etc.\r\nHowever, analytical studies rely heavily on human intuition and are forced
    to make simplifying\r\nassumptions about plasticity rules.\r\nIn this thesis,
    we aim to assist and augment human intuition in this search for plasticity rules.\r\nWe
    explore whether a numerical approach could automatically discover the plasticity
    rules\r\nthat elicit desired behaviors in large networks of interconnected neurons.
    This approach is\r\ndubbed meta-learning synaptic plasticity: learning plasticity
    rules which themselves will make\r\nneuronal networks learn how to solve a desired
    task. We first write all the potential plasticity\r\nmechanisms to consider using
    a single expression with adjustable parameters. We then optimize\r\nthese plasticity
    parameters using evolutionary strategies or Bayesian inference on tasks known\r\nto
    involve synaptic plasticity, such as familiarity detection and network stabilization.\r\nWe
    show that these automated approaches are powerful tools, able to complement established\r\nanalytical
    methods. By comprehensively screening plasticity rules at all synapse types in\r\nrealistic,
    spiking neuronal network models, we discover entire sets of degenerate plausible\r\nplasticity
    rules that reliably elicit memory-related behaviors. Our approaches allow for
    more\r\nrobust experimental predictions, by abstracting out the idiosyncrasies
    of individual plasticity\r\nrules, and provide fresh insights on synaptic plasticity
    in spiking network models.\r\n"
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Basile J
  full_name: Confavreux, Basile J
  id: C7610134-B532-11EA-BD9F-F5753DDC885E
  last_name: Confavreux
citation:
  ama: 'Confavreux BJ. Synapseek: Meta-learning synaptic plasticity rules. 2023. doi:<a
    href="https://doi.org/10.15479/at:ista:14422">10.15479/at:ista:14422</a>'
  apa: 'Confavreux, B. J. (2023). <i>Synapseek: Meta-learning synaptic plasticity
    rules</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:14422">https://doi.org/10.15479/at:ista:14422</a>'
  chicago: 'Confavreux, Basile J. “Synapseek: Meta-Learning Synaptic Plasticity Rules.”
    Institute of Science and Technology Austria, 2023. <a href="https://doi.org/10.15479/at:ista:14422">https://doi.org/10.15479/at:ista:14422</a>.'
  ieee: 'B. J. Confavreux, “Synapseek: Meta-learning synaptic plasticity rules,” Institute
    of Science and Technology Austria, 2023.'
  ista: 'Confavreux BJ. 2023. Synapseek: Meta-learning synaptic plasticity rules.
    Institute of Science and Technology Austria.'
  mla: 'Confavreux, Basile J. <i>Synapseek: Meta-Learning Synaptic Plasticity Rules</i>.
    Institute of Science and Technology Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:14422">10.15479/at:ista:14422</a>.'
  short: 'B.J. Confavreux, Synapseek: Meta-Learning Synaptic Plasticity Rules, Institute
    of Science and Technology Austria, 2023.'
corr_author: '1'
date_created: 2023-10-12T14:13:25Z
date_published: 2023-10-12T00:00:00Z
date_updated: 2026-07-07T06:53:33Z
day: '12'
ddc:
- '610'
degree_awarded: PhD
department:
- _id: GradSch
- _id: TiVo
doi: 10.15479/at:ista:14422
ec_funded: 1
file:
- access_level: open_access
  checksum: 7f636555eae7803323df287672fd13ed
  content_type: application/pdf
  creator: cchlebak
  date_created: 2023-10-12T14:53:50Z
  date_updated: 2024-10-13T22:30:04Z
  embargo: 2024-10-12
  file_id: '14424'
  file_name: Confavreux_Thesis_2A.pdf
  file_size: 30599717
  relation: main_file
- access_level: closed
  checksum: 725e85946db92290a4583a0de9779e1b
  content_type: application/x-zip-compressed
  creator: cchlebak
  date_created: 2023-10-18T07:38:34Z
  date_updated: 2024-10-13T22:30:04Z
  embargo_to: open_access
  file_id: '14440'
  file_name: Confavreux Thesis.zip
  file_size: 68406739
  relation: source_file
file_date_updated: 2024-10-13T22:30:04Z
has_accepted_license: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-sa/4.0/
month: '10'
oa: 1
oa_version: Published Version
page: '148'
project:
- _id: 0aacfa84-070f-11eb-9043-d7eb2c709234
  call_identifier: H2020
  grant_number: '819603'
  name: Learning the shape of synaptic plasticity rules for neuronal architectures
    and function through machine learning.
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '9633'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Tim P
  full_name: Vogels, Tim P
  id: CB6FF8D2-008F-11EA-8E08-2637E6697425
  last_name: Vogels
  orcid: 0000-0003-3295-6181
title: 'Synapseek: Meta-learning synaptic plasticity rules'
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: '2023'
...
---
OA_place: publisher
_id: '14510'
abstract:
- lang: eng
  text: "Clathrin-mediated endocytosis (CME) is vital for the regulation of plant
    growth and\r\ndevelopment by controlling plasma membrane protein composition and
    cargo uptake. CME\r\nrelies on the precise recruitment control of protein regulators
    for vesicle maturation and\r\nrelease. During the early stages of endocytosis,
    an area of flat membrane is remodelled by\r\nproteins to create a spherical vesicle
    against intracellular forces. After the Clathrin-coated\r\nvesicle (CCV) is fully
    formed, scission machinery releases it from the plasma membrane,\r\nand cargo
    proceeds for recycling or degradation through early endosomes / Trans Golgi\r\nnetwork.
    Protein machineries that mediate membrane bending and vesicle release in plants\r\nare
    unknown. However, studies show, that plant endocytosis is actin independent, thus\r\nindicating
    that plants utilize a unique mechanism to mediate membrane bending against highturgor
    pressure compared to other model systems. First, by using biochemical and advanced\r\nlive
    microscopy approaches we investigate the TPLATE complex, a plant-specific\r\nendocytosis
    protein complex. We found that TPLATE is peripherally associated with\r\nclathrin-coated
    vesicles and localises at the rim of endocytosis events. Next, our study of\r\nplant
    Dynamin-related protein 1C (DRP1C), which was hypothesised previously to play
    a\r\nrole in vesicle release, shows the recruitment of the protein already at
    the early stages of\r\nendocytosis. Moreover, DRP1C assembles into organised ring-like
    structures and is able to\r\ninduce membrane deformation and tubulation, suggesting
    its role also in membrane bending\r\nduring early CME. Based on the data from
    mammalian and yeast systems, plant DynaminRelated Proteins 2 and SH3P2 protein
    are strong candidates to be part of the plant vesicle\r\nscission machinery; however,
    their precise role in plant CME has not been yet elucidated.\r\nHere, we characterised
    DRP2s and SH3P2 roles in CME by combining high-resolution\r\nimaging of endocytic
    events in vivo and protein characterisation. Although DRP2s and\r\nSH3P2 arrive
    together during late CME and physically interact, genetic analysis using\r\n∆sh3p1,2,3
    mutant and complementation with non-DRP2-interacting SH3P2 variants suggest\r\nthat
    SH3P2 does not directly recruit DRP2s to the site of endocytosis. Summarising
    our\r\nresearch, these observations provide new important insights into the mechanism
    of plant\r\nCME and show that, despite plants posses many homologues of mammalian
    and yeast CME\r\ncomponents, they do not necessarily act in the same manner. "
acknowledged_ssus:
- _id: EM-Fac
- _id: Bio
- _id: LifeSc
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Nataliia
  full_name: Gnyliukh, Nataliia
  id: 390C1120-F248-11E8-B48F-1D18A9856A87
  last_name: Gnyliukh
  orcid: 0000-0002-2198-0509
citation:
  ama: Gnyliukh N. Mechanism of clathrin-coated vesicle  formation during endocytosis
    in plants. 2023. doi:<a href="https://doi.org/10.15479/at:ista:14510">10.15479/at:ista:14510</a>
  apa: Gnyliukh, N. (2023). <i>Mechanism of clathrin-coated vesicle  formation during
    endocytosis in plants</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:14510">https://doi.org/10.15479/at:ista:14510</a>
  chicago: Gnyliukh, Nataliia. “Mechanism of Clathrin-Coated Vesicle  Formation during
    Endocytosis in Plants.” Institute of Science and Technology Austria, 2023. <a
    href="https://doi.org/10.15479/at:ista:14510">https://doi.org/10.15479/at:ista:14510</a>.
  ieee: N. Gnyliukh, “Mechanism of clathrin-coated vesicle  formation during endocytosis
    in plants,” Institute of Science and Technology Austria, 2023.
  ista: Gnyliukh N. 2023. Mechanism of clathrin-coated vesicle  formation during endocytosis
    in plants. Institute of Science and Technology Austria.
  mla: Gnyliukh, Nataliia. <i>Mechanism of Clathrin-Coated Vesicle  Formation during
    Endocytosis in Plants</i>. Institute of Science and Technology Austria, 2023,
    doi:<a href="https://doi.org/10.15479/at:ista:14510">10.15479/at:ista:14510</a>.
  short: N. Gnyliukh, Mechanism of Clathrin-Coated Vesicle  Formation during Endocytosis
    in Plants, Institute of Science and Technology Austria, 2023.
corr_author: '1'
date_created: 2023-11-10T09:10:06Z
date_published: 2023-11-10T00:00:00Z
date_updated: 2026-09-04T22:30:56Z
day: '10'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JiFr
- _id: MaLo
doi: 10.15479/at:ista:14510
ec_funded: 1
file:
- access_level: closed
  checksum: 3d5e680bfc61f98e308c434f45cc9bd6
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: ngnyliuk
  date_created: 2023-11-20T09:18:51Z
  date_updated: 2024-11-23T23:30:38Z
  embargo_to: open_access
  file_id: '14567'
  file_name: Thesis_Gnyliukh_final_08_11_23.docx
  file_size: 20824903
  relation: source_file
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  checksum: bfc96d47fc4e7e857dd71656097214a4
  content_type: application/pdf
  creator: ngnyliuk
  date_created: 2023-11-20T09:23:11Z
  date_updated: 2024-11-23T23:30:38Z
  embargo: 2024-11-23
  file_id: '14568'
  file_name: Thesis_Gnyliukh_final_20_11_23.pdf
  file_size: 24871844
  relation: main_file
file_date_updated: 2024-11-23T23:30:38Z
has_accepted_license: '1'
keyword:
- Clathrin-Mediated Endocytosis
- vesicle scission
- Dynamin-Related Protein 2
- SH3P2
- TPLATE complex
- Total internal reflection fluorescence microscopy
- Arabidopsis thaliana
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: '180'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
publication_identifier:
  isbn:
  - 978-3-99078-037-4
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '14591'
    relation: part_of_dissertation
    status: public
  - id: '9887'
    relation: part_of_dissertation
    status: public
  - id: '8139'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
- first_name: Martin
  full_name: Loose, Martin
  id: 462D4284-F248-11E8-B48F-1D18A9856A87
  last_name: Loose
  orcid: 0000-0001-7309-9724
title: Mechanism of clathrin-coated vesicle  formation during endocytosis in plants
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: '2023'
...
---
OA_place: publisher
_id: '12470'
abstract:
- lang: eng
  text: "The brain is an exceptionally sophisticated organ consisting of billions
    of cells and trillions of \r\nconnections that orchestrate our cognition and behavior.
    To decode its complex connectivity, it is \r\npivotal to disentangle its intricate
    architecture spanning from cm-sized circuits down to tens of \r\nnm-small synapses.\r\nTo
    achieve this goal, I developed CATS – Comprehensive Analysis of nervous Tissue
    across \r\nScales, a versatile toolbox for obtaining a holistic view of nervous
    tissue context with (super\x02resolution) fluorescence microscopy. CATS combines
    comprehensive labeling of the extracellular\r\nspace, that is compatible with
    chemical fixation, with information on molecular markers, super\x02resolved data
    acquisition and machine-learning based data analysis for segmentation and synapse
    \r\nidentification.\r\nI used CATS to analyze key features of nervous tissue connectivity,
    ranging from whole tissue \r\narchitecture, neuronal in- and output-fields, down
    to synapse morphology.\r\nFocusing on the hippocampal circuitry, I quantified
    synaptic transmission properties of mossy \r\nfiber boutons and analyzed the connectivity
    pattern of dentate gyrus granule cells with CA3 \r\npyramidal neurons. This shows
    that CATS is a viable tool to study hallmarks of neuronal \r\nconnectivity with
    light microscopy."
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
- _id: PreCl
- _id: EM-Fac
- _id: M-Shop
- _id: ScienComp
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Julia M
  full_name: Michalska, Julia M
  id: 443DB6DE-F248-11E8-B48F-1D18A9856A87
  last_name: Michalska
  orcid: 0000-0003-3862-1235
citation:
  ama: Michalska JM. A versatile toolbox for the comprehensive analysis of nervous
    tissue organization with light microscopy. 2023. doi:<a href="https://doi.org/10.15479/at:ista:12470">10.15479/at:ista:12470</a>
  apa: Michalska, J. M. (2023). <i>A versatile toolbox for the comprehensive analysis
    of nervous tissue organization with light microscopy</i>. Institute of Science
    and Technology Austria. <a href="https://doi.org/10.15479/at:ista:12470">https://doi.org/10.15479/at:ista:12470</a>
  chicago: Michalska, Julia M. “A Versatile Toolbox for the Comprehensive Analysis
    of Nervous Tissue Organization with Light Microscopy.” Institute of Science and
    Technology Austria, 2023. <a href="https://doi.org/10.15479/at:ista:12470">https://doi.org/10.15479/at:ista:12470</a>.
  ieee: J. M. Michalska, “A versatile toolbox for the comprehensive analysis of nervous
    tissue organization with light microscopy,” Institute of Science and Technology
    Austria, 2023.
  ista: Michalska JM. 2023. A versatile toolbox for the comprehensive analysis of
    nervous tissue organization with light microscopy. Institute of Science and Technology
    Austria.
  mla: Michalska, Julia M. <i>A Versatile Toolbox for the Comprehensive Analysis of
    Nervous Tissue Organization with Light Microscopy</i>. Institute of Science and
    Technology Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:12470">10.15479/at:ista:12470</a>.
  short: J.M. Michalska, A Versatile Toolbox for the Comprehensive Analysis of Nervous
    Tissue Organization with Light Microscopy, Institute of Science and Technology
    Austria, 2023.
corr_author: '1'
date_created: 2023-01-31T15:10:53Z
date_published: 2023-01-09T00:00:00Z
date_updated: 2026-07-06T12:50:45Z
day: '09'
ddc:
- '610'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JoDa
doi: 10.15479/at:ista:12470
ec_funded: 1
file:
- access_level: open_access
  checksum: 1a2306e5f59f52df598e7ecfadf921ac
  content_type: application/pdf
  creator: cchlebak
  date_created: 2023-01-31T15:11:42Z
  date_updated: 2023-07-27T22:30:54Z
  embargo: 2023-07-09
  file_id: '12471'
  file_name: 20230109_PhD_thesis_JM_final.pdf
  file_size: 41771714
  relation: main_file
- access_level: closed
  checksum: 0bebbdee0773443959e1f6ab8caf281f
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: cchlebak
  date_created: 2023-01-31T15:11:51Z
  date_updated: 2023-07-10T22:30:04Z
  embargo_to: open_access
  file_id: '12472'
  file_name: 20230109_PhD_thesis_JM_final.docx
  file_size: 66983464
  relation: source_file
file_date_updated: 2023-07-27T22:30:54Z
has_accepted_license: '1'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: '201'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 26AA4EF2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232-B24
  name: Molecular Drug Targets
publication_identifier:
  isbn:
  - 978-3-99078-026-8
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '11943'
    relation: part_of_dissertation
    status: public
  - id: '11950'
    relation: part_of_dissertation
    status: public
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: A versatile toolbox for the comprehensive analysis of nervous tissue organization
  with light microscopy
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: '2023'
...
---
OA_place: publisher
_id: '14622'
abstract:
- lang: eng
  text: "This Ph.D. thesis presents a detailed investigation into Variational Quantum
    Algorithms\r\n(VQAs), a promising class of quantum algorithms that are well suited
    for near-term quantum\r\ncomputation due to their moderate hardware requirements
    and resilience to noise. Our\r\nprimary focus lies on two particular types of
    VQAs: the Quantum Approximate Optimization\r\nAlgorithm (QAOA), used for solving
    binary optimization problems, and the Variational Quantum\r\nEigensolver (VQE),
    utilized for finding ground states of quantum many-body systems.\r\nIn the first
    part of the thesis, we examine the issue of effective parameter initialization
    for\r\nthe QAOA. The work demonstrates that random initialization of the QAOA
    often leads to\r\nconvergence in local minima with sub-optimal performance. To
    mitigate this issue, we propose\r\nan initialization of QAOA parameters based
    on the Trotterized Quantum Annealing (TQA).\r\nWe show that TQA initialization
    leads to the same performance as the best of an exponentially\r\nscaling number
    of random initializations.\r\nThe second study introduces Transition States (TS),
    stationary points with a single direction\r\nof descent, as a tool for systematically
    exploring the QAOA optimization landscape. This\r\nleads us to propose a novel
    greedy parameter initialization strategy that guarantees for the\r\nenergy to
    decrease with increasing number of circuit layers.\r\nIn the third section, we
    extend the QAOA to qudit systems, which are higher-dimensional\r\ngeneralizations
    of qubits. This chapter provides theoretical insights and practical strategies
    for\r\nleveraging the increased computational power of qudits in the context of
    quantum optimization\r\nalgorithms and suggests a quantum circuit for implementing
    the algorithm on an ion trap\r\nquantum computer.\r\nFinally, we propose an algorithm
    to avoid “barren plateaus”, regions in parameter space with\r\nvanishing gradients
    that obstruct efficient parameter optimization. This novel approach relies\r\non
    defining a notion of weak barren plateaus based on the entropies of local reduced
    density\r\nmatrices and showcases how these can be efficiently quantified using
    shadow tomography.\r\nTo illustrate the approach we employ the strategy in the
    VQE and show that it allows to\r\nsuccessfully avoid barren plateaus in the initialization
    and throughout the optimization.\r\nTaken together, this thesis greatly enhances
    our understanding of parameter initialization and\r\noptimization in VQAs, expands
    the scope of QAOA to higher-dimensional quantum systems,\r\nand presents a method
    to address the challenge of barren plateaus using the VQE. These\r\ninsights are
    instrumental in advancing the field of near-term quantum computation."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Stefan
  full_name: Sack, Stefan
  id: dd622248-f6e0-11ea-865d-ce382a1c81a5
  last_name: Sack
  orcid: 0000-0001-5400-8508
citation:
  ama: 'Sack S. Improving variational quantum algorithms: Innovative initialization
    techniques and extensions to qudit systems. 2023. doi:<a href="https://doi.org/10.15479/at:ista:14622">10.15479/at:ista:14622</a>'
  apa: 'Sack, S. (2023). <i>Improving variational quantum algorithms: Innovative initialization
    techniques and extensions to qudit systems</i>. Institute of Science and Technology
    Austria. <a href="https://doi.org/10.15479/at:ista:14622">https://doi.org/10.15479/at:ista:14622</a>'
  chicago: 'Sack, Stefan. “Improving Variational Quantum Algorithms: Innovative Initialization
    Techniques and Extensions to Qudit Systems.” Institute of Science and Technology
    Austria, 2023. <a href="https://doi.org/10.15479/at:ista:14622">https://doi.org/10.15479/at:ista:14622</a>.'
  ieee: 'S. Sack, “Improving variational quantum algorithms: Innovative initialization
    techniques and extensions to qudit systems,” Institute of Science and Technology
    Austria, 2023.'
  ista: 'Sack S. 2023. Improving variational quantum algorithms: Innovative initialization
    techniques and extensions to qudit systems. Institute of Science and Technology
    Austria.'
  mla: 'Sack, Stefan. <i>Improving Variational Quantum Algorithms: Innovative Initialization
    Techniques and Extensions to Qudit Systems</i>. Institute of Science and Technology
    Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:14622">10.15479/at:ista:14622</a>.'
  short: 'S. Sack, Improving Variational Quantum Algorithms: Innovative Initialization
    Techniques and Extensions to Qudit Systems, Institute of Science and Technology
    Austria, 2023.'
corr_author: '1'
date_created: 2023-11-28T10:58:13Z
date_published: 2023-11-30T00:00:00Z
date_updated: 2026-07-29T13:17:04Z
day: '30'
ddc:
- '530'
degree_awarded: PhD
department:
- _id: GradSch
- _id: MaSe
doi: 10.15479/at:ista:14622
doi_confirm: '1'
ec_funded: 1
file:
- access_level: open_access
  checksum: 068fd3570506ec42b2faa390de784bc4
  content_type: application/pdf
  creator: ssack
  date_created: 2023-11-30T15:53:10Z
  date_updated: 2024-11-30T23:30:03Z
  embargo: 2024-11-30
  file_id: '14635'
  file_name: PhD_Thesis.pdf
  file_size: 11947523
  relation: main_file
- access_level: closed
  checksum: 0fa3bc0d108aed0ac59d2c6beef2220a
  content_type: application/zip
  creator: ssack
  date_created: 2023-11-30T15:54:11Z
  date_updated: 2024-11-30T23:30:03Z
  embargo_to: open_access
  file_id: '14636'
  file_name: PhD Thesis (1).zip
  file_size: 18422964
  relation: source_file
file_date_updated: 2024-11-30T23:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: '142'
project:
- _id: bd660c93-d553-11ed-ba76-fb0fb6f49c0d
  name: IMB PhD Nomination Fellowship - Stefan Sack
- _id: 23841C26-32DE-11EA-91FC-C7463DDC885E
  call_identifier: H2020
  grant_number: '850899'
  name: 'Non-Ergodic Quantum Matter: Universality, Dynamics and Control'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '13125'
    relation: part_of_dissertation
    status: public
  - id: '11471'
    relation: part_of_dissertation
    status: public
  - id: '9760'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Maksym
  full_name: Serbyn, Maksym
  id: 47809E7E-F248-11E8-B48F-1D18A9856A87
  last_name: Serbyn
  orcid: 0000-0002-2399-5827
title: 'Improving variational quantum algorithms: Innovative initialization techniques
  and extensions to qudit systems'
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: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2023'
...
---
OA_place: publisher
_id: '11128'
abstract:
- lang: eng
  text: "Although we often see studies focusing on simple or even discrete traits
    in studies of colouration,\r\nthe variation of “appearance” phenotypes found in
    nature is often more complex, continuous\r\nand high-dimensional. Therefore, we
    developed automated methods suitable for large datasets\r\nof genomes and images,
    striving to account for their complex nature, while minimising human\r\nbias.
    We used these methods on a dataset of more than 20, 000 plant SNP genomes and\r\ncorresponding
    fower images from a hybrid zone of two subspecies of Antirrhinum majus with\r\ndistinctly
    coloured fowers to improve our understanding of the genetic nature of the fower\r\ncolour
    in our study system.\r\nFirstly, we use the advantage of large numbers of genotyped
    plants to estimate the haplotypes in\r\nthe main fower colour regulating region.
    We study colour- and geography-related characteristics\r\nof the estimated haplotypes
    and how they connect to their relatedness. We show discrepancies\r\nfrom the expected
    fower colour distributions given the genotype and identify particular\r\nhaplotypes
    leading to unexpected phenotypes. We also confrm a signifcant defcit of the\r\ndouble
    recessive recombinant and quite surprisingly, we show that haplotypes of the most\r\nfrequent
    parental type are much less variable than others.\r\nSecondly, we introduce our
    pipeline capable of processing tens of thousands of full fower\r\nimages without
    human interaction and summarising each image into a set of informative scores.\r\nWe
    show the compatibility of these machine-measured fower colour scores with the
    previously\r\nused manual scores and study impact of external efect on the resulting
    scores. Finally, we use\r\nthe machine-measured fower colour scores to ft and
    examine a phenotype cline across the\r\nhybrid zone in Planoles using full fower
    images as opposed to discrete, manual scores and\r\ncompare it with the genotypic
    cline."
acknowledged_ssus:
- _id: ScienComp
- _id: Bio
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Lenka
  full_name: Matejovicova, Lenka
  id: 2DFDEC72-F248-11E8-B48F-1D18A9856A87
  last_name: Matejovicova
citation:
  ama: Matejovicova L. Genetic basis of flower colour as a model for adaptive evolution.
    2022. doi:<a href="https://doi.org/10.15479/at:ista:11128">10.15479/at:ista:11128</a>
  apa: Matejovicova, L. (2022). <i>Genetic basis of flower colour as a model for adaptive
    evolution</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:11128">https://doi.org/10.15479/at:ista:11128</a>
  chicago: Matejovicova, Lenka. “Genetic Basis of Flower Colour as a Model for Adaptive
    Evolution.” Institute of Science and Technology Austria, 2022. <a href="https://doi.org/10.15479/at:ista:11128">https://doi.org/10.15479/at:ista:11128</a>.
  ieee: L. Matejovicova, “Genetic basis of flower colour as a model for adaptive evolution,”
    Institute of Science and Technology Austria, 2022.
  ista: Matejovicova L. 2022. Genetic basis of flower colour as a model for adaptive
    evolution. Institute of Science and Technology Austria.
  mla: Matejovicova, Lenka. <i>Genetic Basis of Flower Colour as a Model for Adaptive
    Evolution</i>. Institute of Science and Technology Austria, 2022, doi:<a href="https://doi.org/10.15479/at:ista:11128">10.15479/at:ista:11128</a>.
  short: L. Matejovicova, Genetic Basis of Flower Colour as a Model for Adaptive Evolution,
    Institute of Science and Technology Austria, 2022.
corr_author: '1'
date_created: 2022-04-07T08:19:54Z
date_published: 2022-04-06T00:00:00Z
date_updated: 2026-04-07T14:12:19Z
day: '06'
ddc:
- '576'
- '582'
degree_awarded: PhD
department:
- _id: GradSch
- _id: NiBa
doi: 10.15479/at:ista:11128
file:
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  checksum: e9609bc4e8f8e20146fc1125fd4f1bf7
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  creator: cchlebak
  date_created: 2022-04-07T08:11:34Z
  date_updated: 2022-04-07T08:11:34Z
  file_id: '11129'
  file_name: LenkaPhD_Official_PDFA.pdf
  file_size: 11906472
  relation: main_file
- access_level: closed
  checksum: 99d67040432fd07a225643a212ee8588
  content_type: application/x-zip-compressed
  creator: cchlebak
  date_created: 2022-04-07T08:11:51Z
  date_updated: 2022-04-07T08:11:51Z
  file_id: '11130'
  file_name: LenkaPhD Official_source.zip
  file_size: 23036766
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file_date_updated: 2022-04-07T08:11:51Z
has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: '112'
publication_identifier:
  isbn:
  - 978-3-99078-016-9
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
title: Genetic basis of flower colour as a model for adaptive evolution
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: '2022'
...
---
OA_place: publisher
_id: '11473'
abstract:
- lang: eng
  text: "The polaron model is a basic model of quantum field theory describing a single
    particle\r\ninteracting with a bosonic field. It arises in many physical contexts.
    We are mostly concerned\r\nwith models applicable in the context of an impurity
    atom in a Bose-Einstein condensate as\r\nwell as the problem of electrons moving
    in polar crystals.\r\nThe model has a simple structure in which the interaction
    of the particle with the field is given\r\nby a term linear in the field’s creation
    and annihilation operators. In this work, we investigate\r\nthe properties of
    this model by providing rigorous estimates on various energies relevant to the\r\nproblem.
    The estimates are obtained, for the most part, by suitable operator techniques
    which\r\nconstitute the principal mathematical substance of the thesis.\r\nThe
    first application of these techniques is to derive the polaron model rigorously
    from first\r\nprinciples, i.e., from a full microscopic quantum-mechanical many-body
    problem involving an\r\nimpurity in an otherwise homogeneous system. We accomplish
    this for the N + 1 Bose gas\r\nin the mean-field regime by showing that a suitable
    polaron-type Hamiltonian arises at weak\r\ninteractions as a low-energy effective
    theory for this problem.\r\nIn the second part, we investigate rigorously the
    ground state of the model at fixed momentum\r\nand for large values of the coupling
    constant. Qualitatively, the system is expected to display\r\na transition from
    the quasi-particle behavior at small momenta, where the dispersion relation\r\nis
    parabolic and the particle moves through the medium dragging along a cloud of
    phonons, to\r\nthe radiative behavior at larger momenta where the polaron decelerates
    and emits free phonons.\r\nAt the same time, in the strong coupling regime, the
    bosonic field is expected to behave purely\r\nclassically. Accordingly, the effective
    mass of the polaron at strong coupling is conjectured to\r\nbe asymptotically
    equal to the one obtained from the semiclassical counterpart of the problem,\r\nfirst
    studied by Landau and Pekar in the 1940s. For polaron models with regularized
    form\r\nfactors and phonon dispersion relations of superfluid type, i.e., bounded
    below by a linear\r\nfunction of the wavenumbers for all phonon momenta as in
    the interacting Bose gas, we prove\r\nthat for a large window of momenta below
    the radiation threshold, the energy-momentum\r\nrelation at strong coupling is
    indeed essentially a parabola with semi-latus rectum equal to the\r\nLandau–Pekar
    effective mass, as expected.\r\nFor the Fröhlich polaron describing electrons
    in polar crystals where the dispersion relation is\r\nof the optical type and
    the form factor is formally UV–singular due to the nature of the point\r\ncharge-dipole
    interaction, we are able to give the corresponding upper bound. In contrast to\r\nthe
    regular case, this requires the inclusion of the quantum fluctuations of the phonon
    field,\r\nwhich makes the problem considerably more difficult.\r\nThe results
    are supplemented by studies on the absolute ground-state energy at strong coupling,\r\na
    proof of the divergence of the effective mass with the coupling constant for a
    wide class of\r\npolaron models, as well as the discussion of the apparent UV
    singularity of the Fröhlich model\r\nand the application of the techniques used
    for its removal for the energy estimates.\r\n"
acknowledged_ssus:
- _id: SSU
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Krzysztof
  full_name: Mysliwy, Krzysztof
  id: 316457FC-F248-11E8-B48F-1D18A9856A87
  last_name: Mysliwy
citation:
  ama: 'Mysliwy K. Polarons in Bose gases and polar crystals: Some rigorous energy
    estimates. 2022. doi:<a href="https://doi.org/10.15479/at:ista:11473">10.15479/at:ista:11473</a>'
  apa: 'Mysliwy, K. (2022). <i>Polarons in Bose gases and polar crystals: Some rigorous
    energy estimates</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:11473">https://doi.org/10.15479/at:ista:11473</a>'
  chicago: 'Mysliwy, Krzysztof. “Polarons in Bose Gases and Polar Crystals: Some Rigorous
    Energy Estimates.” Institute of Science and Technology Austria, 2022. <a href="https://doi.org/10.15479/at:ista:11473">https://doi.org/10.15479/at:ista:11473</a>.'
  ieee: 'K. Mysliwy, “Polarons in Bose gases and polar crystals: Some rigorous energy
    estimates,” Institute of Science and Technology Austria, 2022.'
  ista: 'Mysliwy K. 2022. Polarons in Bose gases and polar crystals: Some rigorous
    energy estimates. Institute of Science and Technology Austria.'
  mla: 'Mysliwy, Krzysztof. <i>Polarons in Bose Gases and Polar Crystals: Some Rigorous
    Energy Estimates</i>. Institute of Science and Technology Austria, 2022, doi:<a
    href="https://doi.org/10.15479/at:ista:11473">10.15479/at:ista:11473</a>.'
  short: 'K. Mysliwy, Polarons in Bose Gases and Polar Crystals: Some Rigorous Energy
    Estimates, Institute of Science and Technology Austria, 2022.'
corr_author: '1'
date_created: 2022-06-30T12:15:03Z
date_published: 2022-07-01T00:00:00Z
date_updated: 2026-04-07T14:14:52Z
day: '01'
ddc:
- '515'
- '539'
degree_awarded: PhD
department:
- _id: GradSch
- _id: RoSe
doi: 10.15479/at:ista:11473
ec_funded: 1
file:
- access_level: open_access
  checksum: 7970714a20a6052f75fb27a6c3e9976e
  content_type: application/pdf
  creator: kmysliwy
  date_created: 2022-07-05T08:12:56Z
  date_updated: 2022-07-05T08:12:56Z
  file_id: '11486'
  file_name: thes1_no_isbn_2_1b.pdf
  file_size: 1830973
  relation: main_file
  success: 1
- access_level: closed
  checksum: 647a2011fdf56277096c9350fefe1097
  content_type: application/zip
  creator: kmysliwy
  date_created: 2022-07-05T08:15:52Z
  date_updated: 2022-07-05T08:17:12Z
  file_id: '11487'
  file_name: thes_source.zip
  file_size: 5831060
  relation: source_file
file_date_updated: 2022-07-05T08:17:12Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '138'
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
related_material:
  record:
  - id: '10564'
    relation: part_of_dissertation
    status: public
  - id: '8705'
    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: 'Polarons in Bose gases and polar crystals: Some rigorous energy estimates'
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2022'
...
---
OA_place: publisher
_id: '11626'
abstract:
- lang: eng
  text: Plant growth and development is well known to be both, flexible and dynamic.
    The high capacity for post-embryonic organ formation and tissue regeneration requires
    tightly regulated intercellular communication and coordinated tissue polarization.
    One of the most important drivers for patterning and polarity in plant development
    is the phytohormone auxin. Auxin has the unique characteristic to establish polarized
    channels for its own active directional cell to cell transport. This fascinating
    phenomenon is called auxin canalization. Those auxin transport channels are characterized
    by the expression and polar, subcellular localization of PIN auxin efflux carriers.
    PIN proteins have the ability to dynamically change their localization and auxin
    itself can affect this by interfering with trafficking. Most of the underlying
    molecular mechanisms of canalization still remain enigmatic. What is known so
    far is that canonical auxin signaling is indispensable but also other non-canonical
    signaling components are thought to play a role. In order to shed light into the
    mysteries auf auxin canalization this study revisits the branches of auxin signaling
    in detail. Further a new auxin analogue, PISA, is developed which triggers auxin-like
    responses but does not directly activate canonical transcriptional auxin signaling.
    We revisit the direct auxin effect on PIN trafficking where we found that, contradictory
    to previous observations, auxin is very specifically promoting endocytosis of
    PIN2 but has no overall effect on endocytosis. Further, we evaluate which cellular
    processes related to PIN subcellular dynamics are involved in the establishment
    of auxin conducting channels and the formation of vascular tissue. We are re-evaluating
    the function of AUXIN BINDING PROTEIN 1 (ABP1) and provide a comprehensive picture
    about its developmental phneotypes and involvement in auxin signaling and canalization.
    Lastly, we are focusing on the crosstalk between the hormone strigolactone (SL)
    and auxin and found that SL is interfering with essentially all processes involved
    in auxin canalization in a non-transcriptional manner. Lastly we identify a new
    way of SL perception and signaling which is emanating from mitochondria, is independent
    of canonical SL signaling and is modulating primary root growth.
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Michelle C
  full_name: Gallei, Michelle C
  id: 35A03822-F248-11E8-B48F-1D18A9856A87
  last_name: Gallei
  orcid: 0000-0003-1286-7368
citation:
  ama: Gallei MC. Auxin and strigolactone non-canonical signaling regulating development
    in Arabidopsis thaliana. 2022. doi:<a href="https://doi.org/10.15479/at:ista:11626">10.15479/at:ista:11626</a>
  apa: Gallei, M. C. (2022). <i>Auxin and strigolactone non-canonical signaling regulating
    development in Arabidopsis thaliana</i>. Institute of Science and Technology Austria.
    <a href="https://doi.org/10.15479/at:ista:11626">https://doi.org/10.15479/at:ista:11626</a>
  chicago: Gallei, Michelle C. “Auxin and Strigolactone Non-Canonical Signaling Regulating
    Development in Arabidopsis Thaliana.” Institute of Science and Technology Austria,
    2022. <a href="https://doi.org/10.15479/at:ista:11626">https://doi.org/10.15479/at:ista:11626</a>.
  ieee: M. C. Gallei, “Auxin and strigolactone non-canonical signaling regulating
    development in Arabidopsis thaliana,” Institute of Science and Technology Austria,
    2022.
  ista: Gallei MC. 2022. Auxin and strigolactone non-canonical signaling regulating
    development in Arabidopsis thaliana. Institute of Science and Technology Austria.
  mla: Gallei, Michelle C. <i>Auxin and Strigolactone Non-Canonical Signaling Regulating
    Development in Arabidopsis Thaliana</i>. Institute of Science and Technology Austria,
    2022, doi:<a href="https://doi.org/10.15479/at:ista:11626">10.15479/at:ista:11626</a>.
  short: M.C. Gallei, Auxin and Strigolactone Non-Canonical Signaling Regulating Development
    in Arabidopsis Thaliana, Institute of Science and Technology Austria, 2022.
corr_author: '1'
date_created: 2022-07-20T11:21:53Z
date_published: 2022-07-20T00:00:00Z
date_updated: 2026-06-18T19:02:05Z
day: '20'
ddc:
- '575'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JiFr
doi: 10.15479/at:ista:11626
ec_funded: 1
file:
- access_level: open_access
  checksum: bd7ac35403cf5b4b2607287d2a104b3a
  content_type: application/pdf
  creator: mgallei
  date_created: 2022-07-25T09:08:47Z
  date_updated: 2022-07-25T09:08:47Z
  file_id: '11645'
  file_name: Thesis_Gallei.pdf
  file_size: 9730864
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  checksum: a9e54fe5471ba25dc13c2150c1b8ccbb
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: mgallei
  date_created: 2022-07-25T09:09:09Z
  date_updated: 2022-07-25T09:39:58Z
  file_id: '11646'
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  file_size: 19560720
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  content_type: application/pdf
  creator: mgallei
  date_created: 2022-07-25T09:09:32Z
  date_updated: 2022-07-25T09:39:58Z
  description: This is the print version of the thesis including the full appendix
  file_id: '11647'
  file_name: Thesis_Gallei_to_print.pdf
  file_size: 24542837
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  checksum: f24acd3c0d864f4c6676e8b0d7bfa76b
  content_type: application/pdf
  creator: mgallei
  date_created: 2022-07-25T11:48:45Z
  date_updated: 2022-07-25T11:48:45Z
  file_id: '11650'
  file_name: Thesis_Gallei_Appendix.pdf
  file_size: 15435966
  relation: main_file
file_date_updated: 2022-07-25T11:48:45Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '248'
project:
- _id: 261099A6-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '742985'
  name: Tracing Evolution of Auxin Transport and Polarity in Plants
publication_identifier:
  isbn:
  - 978-3-99078-019-0
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '8138'
    relation: part_of_dissertation
    status: public
  - id: '7142'
    relation: part_of_dissertation
    status: public
  - id: '10411'
    relation: part_of_dissertation
    status: public
  - id: '8931'
    relation: part_of_dissertation
    status: public
  - id: '7465'
    relation: part_of_dissertation
    status: public
  - id: '9287'
    relation: part_of_dissertation
    status: public
  - id: '6260'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
- first_name: Eva
  full_name: Benková, Eva
  id: 38F4F166-F248-11E8-B48F-1D18A9856A87
  last_name: Benková
  orcid: 0000-0002-8510-9739
- first_name: Eilon
  full_name: Shani, Eilon
  last_name: Shani
title: Auxin and strigolactone non-canonical signaling regulating development in Arabidopsis
  thaliana
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2022'
...
---
OA_place: publisher
_id: '11777'
abstract:
- lang: eng
  text: "In this dissertation we study coboundary expansion of simplicial complex
    with a view of giving geometric applications.\r\nOur main novel tool is an equivariant
    version of Gromov's celebrated Topological Overlap Theorem. The equivariant topological
    overlap theorem leads to various geometric applications including a quantitative
    non-embeddability result for sufficiently thick buildings (which partially resolves
    a conjecture of Tancer and Vorwerk) and an improved lower bound on the pair-crossing
    number of (bounded degree) expander graphs. Additionally, we will give new proofs
    for several known lower bounds for geometric problems such as the number of Tverberg
    partitions or the crossing number of complete bipartite graphs.\r\nFor the aforementioned
    applications one is naturally lead to study expansion properties of joins of simplicial
    complexes. In the presence of a special certificate for expansion (as it is the
    case, e.g., for spherical buildings), the join of two expanders is an expander.
    On the flip-side, we report quite some evidence that coboundary expansion exhibits
    very non-product-like behaviour under taking joins. For instance, we exhibit infinite
    families of graphs $(G_n)_{n\\in \\mathbb{N}}$ and $(H_n)_{n\\in\\mathbb{N}}$
    whose join $G_n*H_n$ has expansion of lower order than the product of the expansion
    constant of the graphs. Moreover, we show an upper bound of $(d+1)/2^d$ on the
    normalized coboundary expansion constants for the complete multipartite complex
    $[n]^{*(d+1)}$ (under a mild divisibility condition on $n$).\r\nVia the probabilistic
    method the latter result extends to an upper bound of $(d+1)/2^d+\\varepsilon$
    on the coboundary expansion constant of the spherical building associated with
    $\\mathrm{PGL}_{d+2}(\\mathbb{F}_q)$ for any $\\varepsilon>0$ and sufficiently
    large $q=q(\\varepsilon)$. This disproves a conjecture of Lubotzky, Meshulam and
    Mozes -- in a rather strong sense.\r\nBy improving on existing lower bounds we
    make further progress towards closing the gap between the known lower and upper
    bounds on the coboundary expansion constants of $[n]^{*(d+1)}$. The best improvements
    we achieve using computer-aided proofs and flag algebras. The exact value even
    for the complete $3$-partite $2$-dimensional complex $[n]^{*3}$ remains unknown
    but we are happy to conjecture a precise value for every $n$. %Moreover, we show
    that a previously shown lower bound on the expansion constant of the spherical
    building associated with $\\mathrm{PGL}_{2}(\\mathbb{F}_q)$ is not tight.\r\nIn
    a loosely structured, last chapter of this thesis we collect further smaller observations
    related to expansion. We point out a link between discrete Morse theory and a
    technique for showing coboundary expansion, elaborate a bit on the hardness of
    computing coboundary expansion constants, propose a new criterion for coboundary
    expansion (in a very dense setting) and give one way of making the folklore result
    that expansion of links is a necessary condition for a simplicial complex to be
    an expander precise."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Pascal
  full_name: Wild, Pascal
  id: 4C20D868-F248-11E8-B48F-1D18A9856A87
  last_name: Wild
citation:
  ama: Wild P. High-dimensional expansion and crossing numbers of simplicial complexes.
    2022. doi:<a href="https://doi.org/10.15479/at:ista:11777">10.15479/at:ista:11777</a>
  apa: Wild, P. (2022). <i>High-dimensional expansion and crossing numbers of simplicial
    complexes</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:11777">https://doi.org/10.15479/at:ista:11777</a>
  chicago: Wild, Pascal. “High-Dimensional Expansion and Crossing Numbers of Simplicial
    Complexes.” Institute of Science and Technology Austria, 2022. <a href="https://doi.org/10.15479/at:ista:11777">https://doi.org/10.15479/at:ista:11777</a>.
  ieee: P. Wild, “High-dimensional expansion and crossing numbers of simplicial complexes,”
    Institute of Science and Technology Austria, 2022.
  ista: Wild P. 2022. High-dimensional expansion and crossing numbers of simplicial
    complexes. Institute of Science and Technology Austria.
  mla: Wild, Pascal. <i>High-Dimensional Expansion and Crossing Numbers of Simplicial
    Complexes</i>. Institute of Science and Technology Austria, 2022, doi:<a href="https://doi.org/10.15479/at:ista:11777">10.15479/at:ista:11777</a>.
  short: P. Wild, High-Dimensional Expansion and Crossing Numbers of Simplicial Complexes,
    Institute of Science and Technology Austria, 2022.
corr_author: '1'
date_created: 2022-08-10T15:51:19Z
date_published: 2022-08-11T00:00:00Z
date_updated: 2026-04-07T14:18:26Z
day: '11'
ddc:
- '500'
- '516'
- '514'
degree_awarded: PhD
department:
- _id: GradSch
- _id: UlWa
doi: 10.15479/at:ista:11777
ec_funded: 1
file:
- access_level: open_access
  checksum: f5f3af1fb7c8a24b71ddc88ad7f7c5b4
  content_type: text/x-python
  creator: pwild
  date_created: 2022-08-10T15:34:04Z
  date_updated: 2022-08-10T15:34:04Z
  description: Code for computer-assisted proofs in Section 8.4.7 in Thesis
  file_id: '11780'
  file_name: flags.py
  file_size: 16828
  relation: supplementary_material
- access_level: open_access
  checksum: 1f7c12dfe3bdaa9b147e4fbc3d34e3d5
  content_type: text/x-c++src
  creator: pwild
  date_created: 2022-08-10T15:34:10Z
  date_updated: 2022-08-10T15:34:10Z
  description: Code for proof of Lemma 8.20 in Thesis
  file_id: '11781'
  file_name: lowerbound.cpp
  file_size: 12226
  relation: supplementary_material
- access_level: open_access
  checksum: 4cf81455c49e5dec3b9b2e3980137eeb
  content_type: text/x-python
  creator: pwild
  date_created: 2022-08-10T15:34:17Z
  date_updated: 2022-08-10T15:34:17Z
  description: Code for proof of Proposition 7.9 in Thesis
  file_id: '11782'
  file_name: upperbound.py
  file_size: 3240
  relation: supplementary_material
- access_level: open_access
  checksum: 4e96575b10cbe4e0d0db2045b2847774
  content_type: application/pdf
  creator: pwild
  date_created: 2022-08-11T16:08:33Z
  date_updated: 2022-08-11T16:08:33Z
  file_id: '11809'
  file_name: finalthesisPascalWildPDFA.pdf
  file_size: 5086282
  relation: main_file
  title: High-Dimensional Expansion and Crossing Numbers of Simplicial Complexes
- access_level: closed
  checksum: 92d94842a1fb6dca5808448137573b2e
  content_type: application/zip
  creator: pwild
  date_created: 2022-08-11T16:09:19Z
  date_updated: 2022-08-11T16:09:19Z
  file_id: '11810'
  file_name: ThesisSubmission.zip
  file_size: 18150068
  relation: source_file
file_date_updated: 2022-08-11T16:09:19Z
has_accepted_license: '1'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
page: '170'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
publication_identifier:
  isbn:
  - 978-3-99078-021-3
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Uli
  full_name: Wagner, Uli
  id: 36690CA2-F248-11E8-B48F-1D18A9856A87
  last_name: Wagner
  orcid: 0000-0002-1494-0568
title: High-dimensional expansion and crossing numbers of simplicial complexes
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2022'
...
---
OA_place: publisher
_id: '11945'
abstract:
- lang: eng
  text: "G protein-coupled receptors (GPCRs) respond to specific ligands and regulate
    multiple processes ranging from cell growth and immune responses to neuronal signal
    transmission. However, ligands for many GPCRs remain unknown, suffer from off-target
    effects or have poor bioavailability. Additional challenges exist to dissect cell-type
    specific responses when the same GPCR is expressed on several cell types within
    the body. Here, we overcome these limitations by engineering DREADD-based GPCR
    chimeras that selectively bind their agonist clozapine-N-oxide (CNO) and mimic
    a GPCR-of-interest in a desired cell type.\r\nWe validated our approach with β2-adrenergic
    receptor (β2AR/ADRB2) and show that our chimeric DREADD-β2AR triggers comparable
    responses on second messenger and kinase activity, post-translational modifications,
    and protein-protein interactions. Since β2AR is also enriched in microglia, which
    can drive inflammation in the central nervous system, we expressed chimeric DREADD-β2AR
    in primary microglia and successfully recapitulate β2AR-mediated filopodia formation
    through CNO stimulation. To dissect the role of selected GPCRs during microglial
    inflammation, we additionally generated DREADD-based chimeras for microglia-enriched
    GPR65 and GPR109A/HCAR2. In a microglia cell line, DREADD-β2AR and DREADD-GPR65
    both modulated the inflammatory response with a similar profile as endogenously
    expressed β2AR, while DREADD-GPR109A showed no impact.\r\nOur DREADD-based approach
    provides the means to obtain mechanistic and functional insights into GPCR signaling
    on a cell-type specific level."
acknowledged_ssus:
- _id: Bio
- _id: PreCl
- _id: LifeSc
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Rouven
  full_name: Schulz, Rouven
  id: 4C5E7B96-F248-11E8-B48F-1D18A9856A87
  last_name: Schulz
  orcid: 0000-0001-5297-733X
citation:
  ama: Schulz R. Chimeric G protein-coupled receptors mimic distinct signaling pathways
    and modulate microglia function. 2022. doi:<a href="https://doi.org/10.15479/at:ista:11945">10.15479/at:ista:11945</a>
  apa: Schulz, R. (2022). <i>Chimeric G protein-coupled receptors mimic distinct signaling
    pathways and modulate microglia function</i>. Institute of Science and Technology
    Austria. <a href="https://doi.org/10.15479/at:ista:11945">https://doi.org/10.15479/at:ista:11945</a>
  chicago: Schulz, Rouven. “Chimeric G Protein-Coupled Receptors Mimic Distinct Signaling
    Pathways and Modulate Microglia Function.” Institute of Science and Technology
    Austria, 2022. <a href="https://doi.org/10.15479/at:ista:11945">https://doi.org/10.15479/at:ista:11945</a>.
  ieee: R. Schulz, “Chimeric G protein-coupled receptors mimic distinct signaling
    pathways and modulate microglia function,” Institute of Science and Technology
    Austria, 2022.
  ista: Schulz R. 2022. Chimeric G protein-coupled receptors mimic distinct signaling
    pathways and modulate microglia function. Institute of Science and Technology
    Austria.
  mla: Schulz, Rouven. <i>Chimeric G Protein-Coupled Receptors Mimic Distinct Signaling
    Pathways and Modulate Microglia Function</i>. Institute of Science and Technology
    Austria, 2022, doi:<a href="https://doi.org/10.15479/at:ista:11945">10.15479/at:ista:11945</a>.
  short: R. Schulz, Chimeric G Protein-Coupled Receptors Mimic Distinct Signaling
    Pathways and Modulate Microglia Function, Institute of Science and Technology
    Austria, 2022.
corr_author: '1'
date_created: 2022-08-23T11:33:11Z
date_published: 2022-08-23T00:00:00Z
date_updated: 2026-04-07T14:17:59Z
day: '23'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: SaSi
doi: 10.15479/at:ista:11945
file:
- access_level: open_access
  checksum: 61b1b666a210ff7cdd0e95ea75207a13
  content_type: application/pdf
  creator: rschulz
  date_created: 2022-08-25T08:59:57Z
  date_updated: 2022-08-25T08:59:57Z
  file_id: '11970'
  file_name: Thesis_Rouven_Schulz_2022_final.pdf
  file_size: 28079331
  relation: main_file
  success: 1
- access_level: closed
  checksum: 2b8f95ea1c134dbdb927b41b1dbeeeb5
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: rschulz
  date_created: 2022-08-25T09:00:11Z
  date_updated: 2022-08-25T09:33:31Z
  file_id: '11971'
  file_name: Thesis_Rouven_Schulz_2022_final.docx
  file_size: 27226963
  relation: source_file
file_date_updated: 2022-08-25T09:33:31Z
has_accepted_license: '1'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
page: '133'
project:
- _id: 267F75D8-B435-11E9-9278-68D0E5697425
  name: Modulating microglia through G protein-coupled receptor (GPCR) signaling
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '11995'
    relation: dissertation_contains
    status: public
status: public
supervisor:
- first_name: Sandra
  full_name: Siegert, Sandra
  id: 36ACD32E-F248-11E8-B48F-1D18A9856A87
  last_name: Siegert
  orcid: 0000-0001-8635-0877
title: Chimeric G protein-coupled receptors mimic distinct signaling pathways and
  modulate microglia function
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: '2022'
...
---
OA_place: publisher
_id: '12358'
abstract:
- lang: eng
  text: "The complex yarn structure of knitted and woven fabrics gives rise to both
    a mechanical and\r\nvisual complexity. The small-scale interactions of yarns colliding
    with and pulling on each\r\nother result in drastically different large-scale
    stretching and bending behavior, introducing\r\nanisotropy, curling, and more.
    While simulating cloth as individual yarns can reproduce this\r\ncomplexity and
    match the quality of real fabric, it may be too computationally expensive for\r\nlarge
    fabrics. On the other hand, continuum-based approaches do not need to discretize
    the\r\ncloth at a stitch-level, but it is non-trivial to find a material model
    that would replicate the\r\nlarge-scale behavior of yarn fabrics, and they discard
    the intricate visual detail. In this thesis,\r\nwe discuss three methods to try
    and bridge the gap between small-scale and large-scale yarn\r\nmechanics using
    numerical homogenization: fitting a continuum model to periodic yarn simulations,
    adding mechanics-aware yarn detail onto thin-shell simulations, and quantitatively\r\nfitting
    yarn parameters to physical measurements of real fabric.\r\nTo start, we present
    a method for animating yarn-level cloth effects using a thin-shell solver.\r\nWe
    first use a large number of periodic yarn-level simulations to build a model of
    the potential\r\nenergy density of the cloth, and then use it to compute forces
    in a thin-shell simulator. The\r\nresulting simulations faithfully reproduce expected
    effects like the stiffening of woven fabrics\r\nand the highly deformable nature
    and anisotropy of knitted fabrics at a fraction of the cost of\r\nfull yarn-level
    simulation.\r\nWhile our thin-shell simulations are able to capture large-scale
    yarn mechanics, they lack\r\nthe rich visual detail of yarn-level simulations.
    Therefore, we propose a method to animate\r\nyarn-level cloth geometry on top
    of an underlying deforming mesh in a mechanics-aware\r\nfashion in real time.
    Using triangle strains to interpolate precomputed yarn geometry, we are\r\nable
    to reproduce effects such as knit loops tightening under stretching at negligible
    cost.\r\nFinally, we introduce a methodology for inverse-modeling of yarn-level
    mechanics of cloth,\r\nbased on the mechanical response of fabrics in the real
    world. We compile a database from\r\nphysical tests of several knitted fabrics
    used in the textile industry spanning diverse physical\r\nproperties like stiffness,
    nonlinearity, and anisotropy. We then develop a system for approximating these
    mechanical responses with yarn-level cloth simulation, using homogenized\r\nshell
    models to speed up computation and adding some small-but-necessary extensions
    to\r\nyarn-level models used in computer graphics.\r\n"
acknowledged_ssus:
- _id: SSU
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Georg
  full_name: Sperl, Georg
  id: 4DD40360-F248-11E8-B48F-1D18A9856A87
  last_name: Sperl
citation:
  ama: 'Sperl G. Homogenizing yarn simulations: Large-scale mechanics, small-scale
    detail, and quantitative fitting. 2022. doi:<a href="https://doi.org/10.15479/at:ista:12103">10.15479/at:ista:12103</a>'
  apa: 'Sperl, G. (2022). <i>Homogenizing yarn simulations: Large-scale mechanics,
    small-scale detail, and quantitative fitting</i>. Institute of Science and Technology
    Austria. <a href="https://doi.org/10.15479/at:ista:12103">https://doi.org/10.15479/at:ista:12103</a>'
  chicago: 'Sperl, Georg. “Homogenizing Yarn Simulations: Large-Scale Mechanics, Small-Scale
    Detail, and Quantitative Fitting.” Institute of Science and Technology Austria,
    2022. <a href="https://doi.org/10.15479/at:ista:12103">https://doi.org/10.15479/at:ista:12103</a>.'
  ieee: 'G. Sperl, “Homogenizing yarn simulations: Large-scale mechanics, small-scale
    detail, and quantitative fitting,” Institute of Science and Technology Austria,
    2022.'
  ista: 'Sperl G. 2022. Homogenizing yarn simulations: Large-scale mechanics, small-scale
    detail, and quantitative fitting. Institute of Science and Technology Austria.'
  mla: 'Sperl, Georg. <i>Homogenizing Yarn Simulations: Large-Scale Mechanics, Small-Scale
    Detail, and Quantitative Fitting</i>. Institute of Science and Technology Austria,
    2022, doi:<a href="https://doi.org/10.15479/at:ista:12103">10.15479/at:ista:12103</a>.'
  short: 'G. Sperl, Homogenizing Yarn Simulations: Large-Scale Mechanics, Small-Scale
    Detail, and Quantitative Fitting, Institute of Science and Technology Austria,
    2022.'
corr_author: '1'
date_created: 2023-01-24T10:49:46Z
date_published: 2022-09-22T00:00:00Z
date_updated: 2026-06-18T19:57:47Z
day: '22'
ddc:
- '000'
- '620'
degree_awarded: PhD
department:
- _id: GradSch
- _id: ChWo
doi: 10.15479/at:ista:12103
ec_funded: 1
file:
- access_level: open_access
  checksum: 083722acbb8115e52e3b0fdec6226769
  content_type: application/pdf
  creator: cchlebak
  date_created: 2023-01-25T12:04:41Z
  date_updated: 2023-02-02T09:29:57Z
  description: 'This is the main PDF file of the thesis. File size: 105 MB'
  file_id: '12371'
  file_name: thesis_gsperl.pdf
  file_size: 104497530
  relation: main_file
  title: Thesis
- access_level: open_access
  checksum: 511f82025e5fcb70bff4731d6896ca07
  content_type: application/pdf
  creator: cchlebak
  date_created: 2023-02-02T09:33:37Z
  date_updated: 2023-02-02T09:33:37Z
  description: This version of the thesis uses stronger image compression for a smaller
    file size of 23MB.
  file_id: '12483'
  file_name: thesis_gsperl_compressed.pdf
  file_size: 23183710
  relation: main_file
  title: Thesis (compressed 23MB)
- access_level: open_access
  checksum: ed4cb85225eedff761c25bddfc37a2ed
  content_type: application/x-zip-compressed
  creator: cchlebak
  date_created: 2023-02-02T09:39:25Z
  date_updated: 2023-02-02T09:39:25Z
  file_id: '12484'
  file_name: thesis-source.zip
  file_size: 98382247
  relation: source_file
file_date_updated: 2023-02-02T09:39:25Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '138'
project:
- _id: 2533E772-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '638176'
  name: 'Big Splash: Efficient Simulation of Natural Phenomena at Extremely Large
    Scales'
publication_identifier:
  isbn:
  - 978-3-99078-020-6
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '8385'
    relation: part_of_dissertation
    status: public
  - id: '11736'
    relation: part_of_dissertation
    status: public
  - id: '9818'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Christopher J
  full_name: Wojtan, Christopher J
  id: 3C61F1D2-F248-11E8-B48F-1D18A9856A87
  last_name: Wojtan
  orcid: 0000-0001-6646-5546
title: 'Homogenizing yarn simulations: Large-scale mechanics, small-scale detail,
  and quantitative fitting'
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2022'
...
---
OA_place: publisher
_id: '12368'
abstract:
- lang: eng
  text: "Metazoan development relies on the formation and remodeling of cell-cell
    contacts. The \r\nbinding of adhesion receptors and remodeling of the actomyosin
    cell cortex at cell-cell \r\ninteraction sites have been implicated in cell-cell
    contact formation. Yet, how these two \r\nprocesses functionally interact to drive
    cell-cell contact expansion and strengthening \r\nremains unclear. Here, we study
    how primary germ layer progenitor cells from zebrafish \r\nbind to supported lipid
    bilayers (SLB) functionalized with E-cadherin ectodomains as an \r\nassay system
    for monitoring cell-cell contact formation at high spatiotemporal resolution.
    \r\nWe show that cell-cell contact formation represents a two-tiered process:
    E-cadherin\x02mediated downregulation of the small GTPase RhoA at the forming
    contact leads to both \r\ndepletion of Myosin-2 and decrease of F-actin. This
    is followed by centrifugal actin \r\nnetwork flows at the contact triggered by
    a sharp gradient of Myosin-2 at the rim of the \r\ncontact zone, with Myosin-2
    displaying higher cortical localization outside than inside of \r\nthe contact.
    These centrifugal cortical actin flows, in turn, not only further dilute the actin
    \r\nnetwork at the contact disc, but also lead to an accumulation of both F-actin
    and E\x02cadherin at the contact rim. Eventually, this combination of actomyosin
    downregulation \r\nand flows at the contact contribute to the characteristic molecular
    organization implicated \r\nin contact formation and maintenance: depletion of
    cortical actomyosin at the contact disc, \r\ndriving contact expansion by lowering
    interfacial tension at the contact, and accumulation \r\nof both E-cadherin and
    F-actin at the contact rim, mechanically linking the contractile \r\ncortices
    of the adhering cells. Thus, using a biomimetic assay, we exemplify how \r\nadhesion
    signaling and cell mechanics function together to modulate the spatial \r\norganization
    of cell-cell contacts."
acknowledged_ssus:
- _id: LifeSc
- _id: Bio
- _id: NanoFab
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Feyza N
  full_name: Arslan, Feyza N
  id: 49DA7910-F248-11E8-B48F-1D18A9856A87
  last_name: Arslan
  orcid: 0000-0001-5809-9566
citation:
  ama: Arslan FN. Remodeling of E-cadherin-mediated contacts via cortical  flows.
    2022. doi:<a href="https://doi.org/10.15479/at:ista:12153">10.15479/at:ista:12153</a>
  apa: Arslan, F. N. (2022). <i>Remodeling of E-cadherin-mediated contacts via cortical 
    flows</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:12153">https://doi.org/10.15479/at:ista:12153</a>
  chicago: Arslan, Feyza N. “Remodeling of E-Cadherin-Mediated Contacts via Cortical 
    Flows.” Institute of Science and Technology Austria, 2022. <a href="https://doi.org/10.15479/at:ista:12153">https://doi.org/10.15479/at:ista:12153</a>.
  ieee: F. N. Arslan, “Remodeling of E-cadherin-mediated contacts via cortical  flows,”
    Institute of Science and Technology Austria, 2022.
  ista: Arslan FN. 2022. Remodeling of E-cadherin-mediated contacts via cortical 
    flows. Institute of Science and Technology Austria.
  mla: Arslan, Feyza N. <i>Remodeling of E-Cadherin-Mediated Contacts via Cortical 
    Flows</i>. Institute of Science and Technology Austria, 2022, doi:<a href="https://doi.org/10.15479/at:ista:12153">10.15479/at:ista:12153</a>.
  short: F.N. Arslan, Remodeling of E-Cadherin-Mediated Contacts via Cortical  Flows,
    Institute of Science and Technology Austria, 2022.
corr_author: '1'
date_created: 2023-01-25T10:43:24Z
date_published: 2022-09-29T00:00:00Z
date_updated: 2026-06-18T19:47:50Z
day: '29'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: CaHe
doi: 10.15479/at:ista:12153
ec_funded: 1
file:
- access_level: open_access
  checksum: e54a3e69b83ebf166544164afd25608e
  content_type: application/pdf
  creator: cchlebak
  date_created: 2023-01-25T10:52:46Z
  date_updated: 2023-01-25T10:52:46Z
  file_id: '12369'
  file_name: THESIS_FINAL_FArslan_pdfa.pdf
  file_size: 14581024
  relation: main_file
  success: 1
file_date_updated: 2023-01-25T10:52:46Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '113'
project:
- _id: 260F1432-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '742573'
  name: Interaction and feedback between cell mechanics and fate specification in
    vertebrate gastrulation
publication_identifier:
  isbn:
  - '978-3-99078-025-1 '
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '9350'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Carl-Philipp J
  full_name: Heisenberg, Carl-Philipp J
  id: 39427864-F248-11E8-B48F-1D18A9856A87
  last_name: Heisenberg
  orcid: 0000-0002-0912-4566
title: Remodeling of E-cadherin-mediated contacts via cortical  flows
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: '2022'
...
---
OA_place: publisher
_id: '12390'
abstract:
- lang: eng
  text: "The scope of this thesis is to study quantum systems exhibiting a continuous
    symmetry that\r\nis broken on the level of the corresponding effective theory.
    In particular we are going to\r\ninvestigate translation-invariant Bose gases
    in the mean field limit, effectively described by\r\nthe Hartree functional, and
    the Fröhlich Polaron in the regime of strong coupling, effectively\r\ndescribed
    by the Pekar functional. The latter is a model describing the interaction between
    a\r\ncharged particle and the optical modes of a polar crystal. Regarding the
    former, we assume in\r\naddition that the particles in the gas are unconfined,
    and typically we will consider particles\r\nthat are subject to an attractive
    interaction. In both cases the ground state energy of the\r\nHamiltonian is not
    a proper eigenvalue due to the underlying translation-invariance, while on\r\nthe
    contrary there exists a whole invariant orbit of minimizers for the corresponding
    effective\r\nfunctionals. Both, the absence of proper eigenstates and the broken
    symmetry of the effective\r\ntheory, make the study significantly more involved
    and it is the content of this thesis to\r\ndevelop a frameworks which allows for
    a systematic way to circumvent these issues.\r\nIt is a well-established result
    that the ground state energy of Bose gases in the mean field limit,\r\nas well
    as the ground state energy of the Fröhlich Polaron in the regime of strong coupling,
    is\r\nto leading order given by the minimal energy of the corresponding effective
    theory. As part\r\nof this thesis we identify the sub-leading term in the expansion
    of the ground state energy,\r\nwhich can be interpreted as the quantum correction
    to the classical energy, since the effective\r\ntheories under consideration can
    be seen as classical counterparts.\r\nWe are further going to establish an asymptotic
    expression for the energy-momentum relation\r\nof the Fröhlich Polaron in the
    strong coupling limit. In the regime of suitably small momenta,\r\nthis asymptotic
    expression agrees with the energy-momentum relation of a free particle having\r\nan
    effectively increased mass, and we find that this effectively increased mass agrees
    with the\r\nconjectured value in the physics literature.\r\nIn addition we will
    discuss two unrelated papers written by the author during his stay at ISTA\r\nin
    the appendix. The first one concerns the realization of anyons, which are quasi-particles\r\nacquiring
    a non-trivial phase under the exchange of two particles, as molecular impurities.\r\nThe
    second one provides a classification of those vector fields defined on a given
    manifold\r\nthat can be written as the gradient of a given functional with respect
    to a suitable metric,\r\nprovided that some mild smoothness assumptions hold.
    This classification is subsequently\r\nused to identify those quantum Markov semigroups
    that can be written as a gradient flow of\r\nthe relative entropy.\r\n"
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Morris
  full_name: Brooks, Morris
  id: B7ECF9FC-AA38-11E9-AC9A-0930E6697425
  last_name: Brooks
  orcid: 0000-0002-6249-0928
citation:
  ama: Brooks M. Translation-invariant quantum systems with effectively broken symmetry.
    2022. doi:<a href="https://doi.org/10.15479/at:ista:12390">10.15479/at:ista:12390</a>
  apa: Brooks, M. (2022). <i>Translation-invariant quantum systems with effectively
    broken symmetry</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:12390">https://doi.org/10.15479/at:ista:12390</a>
  chicago: Brooks, Morris. “Translation-Invariant Quantum Systems with Effectively
    Broken Symmetry.” Institute of Science and Technology Austria, 2022. <a href="https://doi.org/10.15479/at:ista:12390">https://doi.org/10.15479/at:ista:12390</a>.
  ieee: M. Brooks, “Translation-invariant quantum systems with effectively broken
    symmetry,” Institute of Science and Technology Austria, 2022.
  ista: Brooks M. 2022. Translation-invariant quantum systems with effectively broken
    symmetry. Institute of Science and Technology Austria.
  mla: Brooks, Morris. <i>Translation-Invariant Quantum Systems with Effectively Broken
    Symmetry</i>. Institute of Science and Technology Austria, 2022, doi:<a href="https://doi.org/10.15479/at:ista:12390">10.15479/at:ista:12390</a>.
  short: M. Brooks, Translation-Invariant Quantum Systems with Effectively Broken
    Symmetry, Institute of Science and Technology Austria, 2022.
corr_author: '1'
date_created: 2023-01-26T10:00:42Z
date_published: 2022-12-15T00:00:00Z
date_updated: 2026-04-16T08:20:52Z
day: '15'
ddc:
- '500'
degree_awarded: PhD
department:
- _id: GradSch
- _id: RoSe
doi: 10.15479/at:ista:12390
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project:
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  call_identifier: H2020
  grant_number: '694227'
  name: Analysis of quantum many-body systems
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publication_status: published
publisher: Institute of Science and Technology Austria
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status: public
supervisor:
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  full_name: Seiringer, Robert
  id: 4AFD0470-F248-11E8-B48F-1D18A9856A87
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  orcid: 0000-0002-6781-0521
title: Translation-invariant quantum systems with effectively broken symmetry
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type: dissertation
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abstract:
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  text: In this Thesis, I study composite quantum impurities with variational techniques,
    both inspired by machine learning as well as fully analytic. I supplement this
    with exploration of other applications of machine learning, in particular artificial
    neural networks, in many-body physics. In Chapters 3 and 4, I study quasiparticle
    systems with variational approach. I derive a Hamiltonian describing the angulon
    quasiparticle in the presence of a magnetic field. I apply analytic variational
    treatment to this Hamiltonian. Then, I introduce a variational approach for non-additive
    systems, based on artificial neural networks. I exemplify this approach on the
    example of the polaron quasiparticle (Fröhlich Hamiltonian). In Chapter 5, I continue
    using artificial neural networks, albeit in a different setting. I apply artificial
    neural networks to detect phases from snapshots of two types physical systems.
    Namely, I study Monte Carlo snapshots of multilayer classical spin models as well
    as molecular dynamics maps of colloidal systems. The main type of networks that
    I use here are convolutional neural networks, known for their applicability to
    image data.
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Wojciech
  full_name: Rzadkowski, Wojciech
  id: 48C55298-F248-11E8-B48F-1D18A9856A87
  last_name: Rzadkowski
  orcid: 0000-0002-1106-4419
citation:
  ama: Rzadkowski W. Analytic and machine learning approaches to composite quantum
    impurities. 2022. doi:<a href="https://doi.org/10.15479/at:ista:10759">10.15479/at:ista:10759</a>
  apa: Rzadkowski, W. (2022). <i>Analytic and machine learning approaches to composite
    quantum impurities</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:10759">https://doi.org/10.15479/at:ista:10759</a>
  chicago: Rzadkowski, Wojciech. “Analytic and Machine Learning Approaches to Composite
    Quantum Impurities.” Institute of Science and Technology Austria, 2022. <a href="https://doi.org/10.15479/at:ista:10759">https://doi.org/10.15479/at:ista:10759</a>.
  ieee: W. Rzadkowski, “Analytic and machine learning approaches to composite quantum
    impurities,” Institute of Science and Technology Austria, 2022.
  ista: Rzadkowski W. 2022. Analytic and machine learning approaches to composite
    quantum impurities. Institute of Science and Technology Austria.
  mla: Rzadkowski, Wojciech. <i>Analytic and Machine Learning Approaches to Composite
    Quantum Impurities</i>. Institute of Science and Technology Austria, 2022, doi:<a
    href="https://doi.org/10.15479/at:ista:10759">10.15479/at:ista:10759</a>.
  short: W. Rzadkowski, Analytic and Machine Learning Approaches to Composite Quantum
    Impurities, Institute of Science and Technology Austria, 2022.
corr_author: '1'
date_created: 2022-02-16T13:27:37Z
date_published: 2022-02-21T00:00:00Z
date_updated: 2026-06-18T19:29:09Z
day: '21'
ddc:
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degree_awarded: PhD
department:
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- _id: MiLe
doi: 10.15479/at:ista:10759
ec_funded: 1
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language:
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month: '02'
oa: 1
oa_version: Published Version
page: '120'
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
related_material:
  record:
  - id: '10762'
    relation: part_of_dissertation
    status: public
  - id: '415'
    relation: part_of_dissertation
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  - id: '8644'
    relation: part_of_dissertation
    status: public
  - id: '7956'
    relation: part_of_dissertation
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status: public
supervisor:
- first_name: Mikhail
  full_name: Lemeshko, Mikhail
  id: 37CB05FA-F248-11E8-B48F-1D18A9856A87
  last_name: Lemeshko
  orcid: 0000-0002-6990-7802
title: Analytic and machine learning approaches to composite quantum impurities
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2022'
...
