---
OA_place: publisher
_id: '20964'
acknowledged_ssus:
- _id: LifeSc
- _id: Bio
alternative_title:
- ISTA Master’s Thesis
article_processing_charge: No
author:
- first_name: Dmitrii
  full_name: Vladimirtsev, Dmitrii
  id: 60466724-5355-11ee-ae5a-fa55e8f99c3d
  last_name: Vladimirtsev
citation:
  ama: Vladimirtsev D. Armadillo repeat only proteins are master regulators of plant
    cyclic-nucleotide gated channels. 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-20964">10.15479/AT-ISTA-20964</a>
  apa: Vladimirtsev, D. (2026). <i>Armadillo repeat only proteins are master regulators
    of plant cyclic-nucleotide gated channels</i>. Institute of Science and Technology
    Austria. <a href="https://doi.org/10.15479/AT-ISTA-20964">https://doi.org/10.15479/AT-ISTA-20964</a>
  chicago: Vladimirtsev, Dmitrii. “Armadillo Repeat Only Proteins Are Master Regulators
    of Plant Cyclic-Nucleotide Gated Channels.” Institute of Science and Technology
    Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-20964">https://doi.org/10.15479/AT-ISTA-20964</a>.
  ieee: D. Vladimirtsev, “Armadillo repeat only proteins are master regulators of
    plant cyclic-nucleotide gated channels,” Institute of Science and Technology Austria,
    2026.
  ista: Vladimirtsev D. 2026. Armadillo repeat only proteins are master regulators
    of plant cyclic-nucleotide gated channels. Institute of Science and Technology
    Austria.
  mla: Vladimirtsev, Dmitrii. <i>Armadillo Repeat Only Proteins Are Master Regulators
    of Plant Cyclic-Nucleotide Gated Channels</i>. Institute of Science and Technology
    Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-20964">10.15479/AT-ISTA-20964</a>.
  short: D. Vladimirtsev, Armadillo Repeat Only Proteins Are Master Regulators of
    Plant Cyclic-Nucleotide Gated Channels, Institute of Science and Technology Austria,
    2026.
corr_author: '1'
date_created: 2026-01-09T09:22:48Z
date_published: 2026-01-14T00:00:00Z
date_updated: 2026-04-07T11:41:44Z
day: '14'
ddc:
- '570'
degree_awarded: MS
department:
- _id: GradSch
- _id: JiFr
doi: 10.15479/AT-ISTA-20964
file:
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  checksum: 812857b2fbe3f6113bef22fd04bccd3e
  content_type: application/pdf
  creator: dvladimi
  date_created: 2026-01-21T14:12:13Z
  date_updated: 2026-01-21T14:12:13Z
  embargo: 2027-01-01
  embargo_to: open_access
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  file_name: 2026_Vladimirtsev_Dmitrii_Thesis.pdf
  file_size: 2867531
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  content_type: application/x-zip-compressed
  creator: dvladimi
  date_created: 2026-01-21T14:41:58Z
  date_updated: 2026-01-28T12:38:19Z
  file_id: '21034'
  file_name: Source Files.zip
  file_size: 25023066
  relation: source_file
file_date_updated: 2026-01-28T12:38:19Z
has_accepted_license: '1'
language:
- iso: eng
month: '01'
oa_version: Published Version
page: '22'
project:
- _id: 8f347782-16d5-11f0-9cad-8c19706ee739
  grant_number: '101142681'
  name: Cyclic nucleotides as second messengers in plants
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '20982'
    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
title: Armadillo repeat only proteins are master regulators of plant cyclic-nucleotide
  gated channels
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2026'
...
---
OA_place: repository
_id: '21401'
abstract:
- lang: eng
  text: "Runtime verification offers scalable solutions to improve the safety and
    reliability of systems. However, systems that require verification or monitoring
    by a third party to ensure compliance with a specification might contain sensitive
    information, causing privacy concerns when usual runtime verification approaches
    are used. Privacy is compromised if protected information about the system, or
    sensitive data that is processed by the system, is revealed. In addition, revealing
    the specification being monitored may undermine the essence of third-party verification.\r\n\r\nIn
    this thesis, we propose a protocol for privacy-preserving runtime verification
    of systems against formal sequential specifications. We develop the protocol in
    two steps. In the first step, the monitor verifies whether the system satisfies
    the specification without learning anything else, though both parties are aware
    of the specification. In the second step, we extend the protocol to ensure that
    the system remains oblivious to the monitored specification, while the monitor
    learns only whether the system satisfies the specification and nothing more. Our
    protocol adapts and improves existing techniques used in cryptography, and more
    specifically, multi-party computation.\r\n\r\nThe sequential specification defines
    the observation step of the monitor, whose granularity depends on the situation
    (e.g., banks may be monitored on a daily basis). Our protocol exchanges a single
    message per observation step, after an initialization phase. This design minimizes
    communication overhead, enabling relatively lightweight privacy-preserving monitoring.
    We implement our approach for monitoring specifications described by register
    automata and evaluate it experimentally.\r\n"
acknowledgement: "This work is part of the project VAMOS, which has received funding
  from the European\r\nResearch Council (ERC) under grant agreement No. 101020093,
  and the Austrian Science\r\nFund (FWF) SFB project SpyCoDe F8502.\r\n"
alternative_title:
- ISTA Master’s Thesis
article_processing_charge: No
author:
- first_name: Mahyar
  full_name: Karimi, Mahyar
  id: 6e5417ba-5355-11ee-ae5a-94c2e510b26b
  last_name: Karimi
  orcid: 0009-0005-0820-1696
citation:
  ama: Karimi M. Privacy-preserving runtime verification. 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-21401">10.15479/AT-ISTA-21401</a>
  apa: Karimi, M. (2026). <i>Privacy-preserving runtime verification</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21401">https://doi.org/10.15479/AT-ISTA-21401</a>
  chicago: Karimi, Mahyar. “Privacy-Preserving Runtime Verification.” Institute of
    Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21401">https://doi.org/10.15479/AT-ISTA-21401</a>.
  ieee: M. Karimi, “Privacy-preserving runtime verification,” Institute of Science
    and Technology Austria, 2026.
  ista: Karimi M. 2026. Privacy-preserving runtime verification. Institute of Science
    and Technology Austria.
  mla: Karimi, Mahyar. <i>Privacy-Preserving Runtime Verification</i>. Institute of
    Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-21401">10.15479/AT-ISTA-21401</a>.
  short: M. Karimi, Privacy-Preserving Runtime Verification, Institute of Science
    and Technology Austria, 2026.
corr_author: '1'
date_created: 2026-03-05T15:20:47Z
date_published: 2026-03-05T00:00:00Z
date_updated: 2026-03-13T13:37:20Z
day: '05'
ddc:
- '000'
degree_awarded: MS
department:
- _id: GradSch
- _id: ToHe
doi: 10.15479/AT-ISTA-21401
ec_funded: 1
file:
- access_level: open_access
  checksum: 3f49f05c9d123e14d7adb73d3bc50fe2
  content_type: application/pdf
  creator: mkarimi
  date_created: 2026-03-06T14:06:25Z
  date_updated: 2026-03-10T15:20:09Z
  file_id: '21404'
  file_name: 2026_Karimi_Mahyar_Thesis.pdf
  file_size: 766048
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  checksum: 8fb9db4b4187e26443369a993427a5ff
  content_type: application/zip
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  date_created: 2026-03-06T14:06:25Z
  date_updated: 2026-03-06T14:06:25Z
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  file_name: 2026_Karimi_Mahyar_Thesis_src.zip
  file_size: 1243394
  relation: source_file
file_date_updated: 2026-03-10T15:20:09Z
has_accepted_license: '1'
keyword:
- Privacy-preserving verification
- Runtime verification
- Monitoring
- Reactive functionalities
- Cryptographic protocols
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
page: '60'
project:
- _id: 62781420-2b32-11ec-9570-8d9b63373d4d
  call_identifier: H2020
  grant_number: '101020093'
  name: Vigilant Algorithmic Monitoring of Software
- _id: 34a4ce89-11ca-11ed-8bc3-8cc37fb6e11f
  grant_number: F8512
  name: Security and Privacy by Design for Complex Systems
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '21020'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000-0002-2985-7724
title: Privacy-preserving runtime verification
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: publisher
_id: '22399'
abstract:
- lang: eng
  text: "Gaining an understanding of how biological regulation evolves is a fundamental
    research \r\nquestion in both evolutionary biology and molecular genetics. In
    order to gain more insight \r\ninto this topic, we focus on studying the simple
    gene regulatory system of the lac operon in \r\nE. coli. We show that simple population
    genetic models can shed light on evolution \r\nexperiments and that this combined
    approach of modelling the experimental system gives \r\ninsight to better understand
    the causes of evolutionary change in the experiment. We also \r\nstudy the natural
    diversity in the lac operon from 308 publicly available E. coli genomes that \r\ncome
    from various host species and different regions of the world. Evidence that selection
    is \r\ngenerally maintaining the function of the lac operon across the sample
    regardless of host \r\nspecies is provided and we show that different protein
    coding genes in the operon are under \r\ndifferent selective constraints on protein
    sequence preservation. A similar frameshift \r\nmutation found in experimental
    evolution studies is shown to be present in the sample we \r\nanalyzed, indicating
    that selectively relevant variants in evolution experiments are also \r\npresent
    in natural populations. We show that there is no simple phylogenetic relationship
    \r\nbetween host species, geographical location and the lac operon sequence. Finally,
    we argue \r\nthat a combined approach of comparative genomics, experimental evolution
    and theoretical \r\nmodelling contributes to a more complete understanding of
    molecular evolution. "
alternative_title:
- ISTA Master’s Thesis
article_processing_charge: No
author:
- first_name: Aleksa
  full_name: Spasić, Aleksa
  id: ecee9d38-4040-11ef-8843-b941efb445d6
  last_name: Spasić
citation:
  ama: Spasić A. Studying the evolutionary systems biology of the lac operon. 2026.
    doi:<a href="https://doi.org/10.15479/AT-ISTA-22399">10.15479/AT-ISTA-22399</a>
  apa: Spasić, A. (2026). <i>Studying the evolutionary systems biology of the lac
    operon</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-22399">https://doi.org/10.15479/AT-ISTA-22399</a>
  chicago: Spasić, Aleksa. “Studying the Evolutionary Systems Biology of the Lac Operon.”
    Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-22399">https://doi.org/10.15479/AT-ISTA-22399</a>.
  ieee: A. Spasić, “Studying the evolutionary systems biology of the lac operon,”
    Institute of Science and Technology Austria, 2026.
  ista: Spasić A. 2026. Studying the evolutionary systems biology of the lac operon.
    Institute of Science and Technology Austria.
  mla: Spasić, Aleksa. <i>Studying the Evolutionary Systems Biology of the Lac Operon</i>.
    Institute of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-22399">10.15479/AT-ISTA-22399</a>.
  short: A. Spasić, Studying the Evolutionary Systems Biology of the Lac Operon, Institute
    of Science and Technology Austria, 2026.
corr_author: '1'
das_tickbox: '0'
date_created: 2026-07-25T13:08:32Z
date_published: 2026-07-27T00:00:00Z
date_updated: 2026-07-31T10:52:08Z
day: '27'
ddc:
- '576'
degree_awarded: MS
department:
- _id: GradSch
- _id: GaTk
- _id: CaGu
doi: 10.15479/AT-ISTA-22399
doi_confirm: '1'
file:
- access_level: open_access
  checksum: c29880dd71fcc37f23ac6e2843066ede
  content_type: application/pdf
  creator: aspasic
  date_created: 2026-07-27T13:00:07Z
  date_updated: 2026-07-27T13:00:07Z
  file_id: '22588'
  file_name: Aleksa_Spasic_Thesis_final.pdf
  file_size: 1986078
  relation: main_file
  success: 1
- access_level: closed
  checksum: 4ebe3bd2d833d913c0756343cca5e5f0
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: aspasic
  date_created: 2026-07-27T13:00:22Z
  date_updated: 2026-07-27T13:07:23Z
  file_id: '22589'
  file_name: Thesis_final.docx
  file_size: 1868853
  relation: source_file
file_date_updated: 2026-07-27T13:07:23Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '32'
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Calin C
  full_name: Guet, Calin C
  id: 47F8433E-F248-11E8-B48F-1D18A9856A87
  last_name: Guet
  orcid: 0000-0001-6220-2052
- first_name: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
title: Studying the evolutionary systems biology of the lac operon
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: publisher
_id: '19853'
abstract:
- lang: eng
  text: "The internal dynamical properties of red giant stars have been explored extensively
    in recent\r\nyears as a result of the increase in high precision data availability
    from the space missions\r\nKepler and TESS (Transiting Exoplanet Survey Satellite),
    and in this exploration, it has been\r\ndiscovered that some of these stars are
    not behaving as expected. Red giants are stars that have\r\nevolved off of the
    main sequence after having completed fusing hydrogen into helium in their\r\ncore.
    Observational data shows that the cores are rotating significantly slower than
    models can\r\nrecreate consistently across evolutionary stages. This discrepancy
    has prompted investigation\r\ninto the efficiency of angular momentum transport
    mechanisms and mixing processes including\r\nmeridional circulation, shear instability,
    internal gravity waves, Tayler-Spruit dynamo, fossil\r\nmagnetic fields etc.,
    to explain this behavior.\r\nAnalyzing seismic oscillations in stars, via asteroseismology,
    is a powerful tool as it is the only\r\nway in which the deep stellar interior
    can be probed and subsequently characterized; this is\r\npossible as global oscillations
    modulating the stellar surface are effected by internal processes.\r\nFor red
    giants, p-modes (pressure modes; resonating through the entire star) and g-modes\r\n(gravity-modes;
    resonating in the radiative interior) couple to create mixed modes. These\r\nmixed
    modes give access to the otherwise hidden stellar interior as g-modes couple to
    p-modes,\r\ndelivering information from the interior to the surface.\r\nInternal
    magnetic signatures have been observationally confirmed in red giant stars via\r\nasteroseismology
    and characterized in two ways. One being that dipole mixed modes with\r\nℓ = 1
    will display a global asymmetric frequency shift of its azimuthal components;
    where\r\nthe m = 0 and m = ±1 components of the ℓ = 1 dipole mode will be shifted
    by two\r\ndifferent power laws, respectively. And the other being a reduced visibility
    of dipole mixed\r\nmode amplitudes in the power spectra, where stars presenting
    with this feature are denoted as\r\nsuppressed.\r\nSeveral studies of the suppressed
    dipole mixed mode amplitudes have been carried out, but thus\r\nfar, no dedicated
    studies of the asymmetric frequency shifts of suppressed red giants have been\r\nconducted;
    one reason being that the asymmetric frequency shifts cannot be characterized\r\nwhen
    the dipole mixed mode amplitudes are severely reduced in many of the suppressed
    stars.\r\nSincefullysuppressedstarsdonothavedetectablemixed-modestoevaluate, partiallysuppressed\r\nstars,
    that is, red giant stars presenting with suppressed dipole mixed modes in select
    parts of\r\ntheir power spectra rather than across the entire spectra, will be
    the subject of this study as\r\nthe respective mode amplitudes are still visible
    at high frequencies.\r\nAs such, this study will search for asymmetric frequency
    shifts on the dipole mixed\r\nmodes of partially suppressed red giant stars; the
    aim here is to investigate if both\r\nmode suppression and magnetic shifting of
    dipole mixed modes occur simultaneously.\r\nThisstudywillbeconductedbycreatingapipelinetoestimatepriorsofasteroseismicparameters,\r\nuse
    the priors to model the power spectra with the stellar modeling code sloscillations_ISTA,\r\nand
    perform a Bayesian fit of the parameters with the simulated data on the star KIC
    6975038,\r\na target with partially suppressed dipolar mode amplitudes identified
    in the literature, to fit its\r\nmagnetic parameters. I present a novel method
    to model the stellar power spectra of\r\npartially suppressed red giants by application
    of a sigmoid profile to the ℓ= 1 dipolar\r\nmode component of the spectra. With
    the results of this study I aim at constraining\r\nthe cause of this partial dipole
    mode amplitude suppression, allowing for more detailed\r\nstudies regarding their
    astrophysical nature. Furthermore, the long term hope for the method\r\nused in
    this study will be to expand the sample of partially suppressed red giants and
    fit their\r\nasteroseismic parameters accordingly."
acknowledgement: "I would like to give thanks to myself for my hard work on this document.
  This paper includes data collected by the Kepler mission and obtained from the MAST
  data\r\narchive at the Space Telescope Science Institute (STScI). Funding for the
  Kepler mission is\r\nprovided by the NASA Science Mission Directorate. STScI is
  operated by the Association of\r\nUniversities for Research in Astronomy, Inc.,
  under NASA contract NAS 5–26555.\r\n"
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Kanah
  full_name: Smith, Kanah
  id: 7703505d-3211-11ee-a6a9-a2ab9d936c15
  last_name: Smith
citation:
  ama: Smith K. Exploring internal magnetism in partially suppressed red giant stars.
    2025. doi:<a href="https://doi.org/10.15479/AT-ISTA-19853">10.15479/AT-ISTA-19853</a>
  apa: Smith, K. (2025). <i>Exploring internal magnetism in partially suppressed red
    giant stars</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-19853">https://doi.org/10.15479/AT-ISTA-19853</a>
  chicago: Smith, Kanah. “Exploring Internal Magnetism in Partially Suppressed Red
    Giant Stars.” Institute of Science and Technology Austria, 2025. <a href="https://doi.org/10.15479/AT-ISTA-19853">https://doi.org/10.15479/AT-ISTA-19853</a>.
  ieee: K. Smith, “Exploring internal magnetism in partially suppressed red giant
    stars,” Institute of Science and Technology Austria, 2025.
  ista: Smith K. 2025. Exploring internal magnetism in partially suppressed red giant
    stars. Institute of Science and Technology Austria.
  mla: Smith, Kanah. <i>Exploring Internal Magnetism in Partially Suppressed Red Giant
    Stars</i>. Institute of Science and Technology Austria, 2025, doi:<a href="https://doi.org/10.15479/AT-ISTA-19853">10.15479/AT-ISTA-19853</a>.
  short: K. Smith, Exploring Internal Magnetism in Partially Suppressed Red Giant
    Stars, Institute of Science and Technology Austria, 2025.
corr_author: '1'
date_created: 2025-06-20T13:27:08Z
date_published: 2025-10-08T00:00:00Z
date_updated: 2026-04-07T12:01:37Z
day: '08'
ddc:
- '520'
degree_awarded: MS
department:
- _id: GradSch
- _id: LiBu
doi: 10.15479/AT-ISTA-19853
file:
- access_level: closed
  checksum: 80d241d11b69af771c1fab0998be4f19
  content_type: application/zip
  creator: ksmith
  date_created: 2025-10-08T08:01:42Z
  date_updated: 2025-10-08T09:45:33Z
  file_id: '20434'
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  file_size: 8263624
  relation: source_file
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  checksum: 13cb48cc98e00fdfe32f3ff66f17aa26
  content_type: application/pdf
  creator: ksmith
  date_created: 2025-10-09T14:38:57Z
  date_updated: 2025-10-09T14:38:57Z
  file_id: '20439'
  file_name: 2025_Smith_Kanah_Thesis.pdf
  file_size: 9748339
  relation: main_file
  success: 1
file_date_updated: 2025-10-09T14:38:57Z
has_accepted_license: '1'
keyword:
- asteroseismology
- stellar physics
- red giant
- magnetism
- suppressed
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: '38'
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Lisa Annabelle
  full_name: Bugnet, Lisa Annabelle
  id: d9edb345-f866-11ec-9b37-d119b5234501
  last_name: Bugnet
  orcid: 0000-0003-0142-4000
title: Exploring internal magnetism in partially suppressed red giant stars
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2025'
...
---
OA_place: publisher
_id: '20735'
abstract:
- lang: eng
  text: "Left–right alternation is a defining feature of spinal locomotor circuits,
    yet the level of neuronal\r\ndetail required to generate and maintain this pattern
    remains unclear. This thesis investigates how\r\nmodels spanning multiple levels
    of abstraction—from biophysically detailed Hodgkin–Huxley (HH)\r\nneurons to adaptive
    integrate–and–fire (I&F) formulations and synfire-chain modules—can account\r\nfor
    the generation of fictive swimming in the spinal cord of the Xenopus laevis tadpole.
    The guiding\r\nhypothesis is that a small set of neuronal mechanisms is sufficient
    to reproduce the essential features\r\nof rhythmic alternation, and that moving
    between modeling scales helps distinguish core principles\r\nfrom biological detail.\r\nA
    minimal bilateral HH network comprising only four canonical neuron classes—excitatory\r\ndescending
    interneurons (dINs), inhibitory commissural interneurons (cINs), ipsilateral inhibitory\r\ninterneurons
    (aINs) and motoneurons—served as a biophysical proof of concept. Tuned to reproduce\r\nexperimentally
    observed firing modes, the model demonstrated that rebound-prone dIN excitability,\r\ncontralateral
    inhibition and modest electrical coupling are sufficient to generate stable alternating\r\nactivity,
    even in very small networks. These results motivated the transition to simpler
    models\r\ncapable of efficient analysis and scaling.\r\nAdaptive exponential I&F
    (AdEx) neurons were calibrated to physiological recordings using\r\nsimulation-based
    inference, yielding tonic and phasic/rebound templates that preserved the key\r\ndynamical
    signatures of the HH model. Phase-plane analysis clarified the mechanisms underlying\r\nsingle-spike
    responses and rebound firing in dINs. At network level, the I&F models robustly\r\nreproduced
    left–right alternation, while highlighting constraints on synaptic kinetics and
    adaptation\r\nneeded to avoid multi-spike responses.\r\nFinally, a synfire-chain
    framework provided a complementary, timing-centric perspective, demonstrating
    how precise spike synchrony, synaptic delays and minimal inhibitory coupling can
    generate\r\nalternating left–right sequences in a feedforward setting. Together,
    these approaches converge on a\r\ncommon conclusion: rebound-prone ipsilateral
    excitation combined with precisely timed contralateral inhibition constitutes
    a sufficient substrate for alternating spinal rhythms.\r\nBy integrating bottom-up
    and top-down modeling strategies, this thesis provides a unified, extensible framework
    for studying spinal pattern generation. The results show that essential locomotor\r\ndynamics
    can be captured across multiple abstraction levels, offering both mechanistic
    insight and\r\npractical tools for future data-driven investigations of spinal
    circuit development, robustness and\r\nmodulation."
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Alexia C
  full_name: Wilson, Alexia C
  id: 5230e794-15b2-11ec-abd3-e2d5335ebd1d
  last_name: Wilson
  orcid: 0000-0001-6191-1367
citation:
  ama: 'Wilson AC. Modelling the spinal cord of a tadpole: Exploring different ways
    to model the spinal cord in the Xenopus frog. 2025. doi:<a href="https://doi.org/10.15479/AT-ISTA-20735">10.15479/AT-ISTA-20735</a>'
  apa: 'Wilson, A. C. (2025). <i>Modelling the spinal cord of a tadpole: Exploring
    different ways to model the spinal cord in the Xenopus frog</i>. Institute of
    Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-20735">https://doi.org/10.15479/AT-ISTA-20735</a>'
  chicago: 'Wilson, Alexia C. “Modelling the Spinal Cord of a Tadpole: Exploring Different
    Ways to Model the Spinal Cord in the Xenopus Frog.” Institute of Science and Technology
    Austria, 2025. <a href="https://doi.org/10.15479/AT-ISTA-20735">https://doi.org/10.15479/AT-ISTA-20735</a>.'
  ieee: 'A. C. Wilson, “Modelling the spinal cord of a tadpole: Exploring different
    ways to model the spinal cord in the Xenopus frog,” Institute of Science and Technology
    Austria, 2025.'
  ista: 'Wilson AC. 2025. Modelling the spinal cord of a tadpole: Exploring different
    ways to model the spinal cord in the Xenopus frog. Institute of Science and Technology
    Austria.'
  mla: 'Wilson, Alexia C. <i>Modelling the Spinal Cord of a Tadpole: Exploring Different
    Ways to Model the Spinal Cord in the Xenopus Frog</i>. Institute of Science and
    Technology Austria, 2025, doi:<a href="https://doi.org/10.15479/AT-ISTA-20735">10.15479/AT-ISTA-20735</a>.'
  short: 'A.C. Wilson, Modelling the Spinal Cord of a Tadpole: Exploring Different
    Ways to Model the Spinal Cord in the Xenopus Frog, Institute of Science and Technology
    Austria, 2025.'
corr_author: '1'
date_created: 2025-12-08T09:49:41Z
date_published: 2025-12-09T00:00:00Z
date_updated: 2026-07-29T12:55:12Z
day: '09'
ddc:
- '570'
- '596'
- '005'
degree_awarded: MS
department:
- _id: GradSch
- _id: TiVo
- _id: LoSw
doi: 10.15479/AT-ISTA-20735
doi_confirm: '1'
file:
- access_level: closed
  checksum: 9e3b6b73f8cbec2c3687d17fe8e30410
  content_type: application/zip
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  date_created: 2026-01-01T17:26:30Z
  date_updated: 2026-01-02T13:05:07Z
  file_id: '20919'
  file_name: tadpoleAdEx.zip
  file_size: 566072368
  relation: source_file
- access_level: open_access
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  content_type: application/pdf
  creator: awilson
  date_created: 2026-01-04T12:58:49Z
  date_updated: 2026-01-04T12:58:49Z
  file_id: '20923'
  file_name: Masters_Thesis_Alexia_Wilson_FINAL_pdfA.pdf
  file_size: 7170097
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  success: 1
file_date_updated: 2026-01-04T12:58:49Z
has_accepted_license: '1'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: '110'
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '13097'
    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
- first_name: Lora Beatrice Jaeger
  full_name: Sweeney, Lora Beatrice Jaeger
  id: 56BE8254-C4F0-11E9-8E45-0B23E6697425
  last_name: Sweeney
  orcid: 0000-0001-9242-5601
title: 'Modelling the spinal cord of a tadpole: Exploring different ways to model
  the spinal cord in the Xenopus frog'
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2025'
...
---
OA_place: publisher
_id: '18588'
abstract:
- lang: eng
  text: "This thesis is an experimental work about two distinct research projects
    that evolved from a single project: non-equilibrium dynamics of an acoustically
    vibrated particle and microfabrication of particles with nano-scale 3D printing.
    The first project explores non equilibrium dynamics of a particle driven by ultrasonic
    vibrations. We design an experimental system consisting of an electromechanical
    vibration scheme to drive the particle’s vibrations and an imaging scheme to track
    its trajectories. We study the trajectories to determine how the particle’s dynamics
    evolve under the driven conditions, considering out of equilibrium systems in
    the context of equilibrium statistical mechanics. Using a Langevin framework and
    the Boltzmann factor, we characterize the particle’s dynamics as complex; the
    particle motion\r\nis not purely diffusive. We extract physical parameters like
    spring constant, effective temperature, damping coefficient and resonance frequency.\r\n\r\nIn
    the second project, we explore and develop techniques in the design and microfabrication
    of particles across scales. Microfabrication involves building structures at the
    micron or submicron scale. These designed miniaturized patterns, objects, or devices
    are useful in biophysics, pharmacology, medical biology, and nanotechnology. We
    specifically apply two-photon polymerization, a form of 3D nano printing. We print
    millimetric particles, characterizing different designs to evaluate and showcase
    the resolution, aspect ratio integrity and print quality of the printing process.
    We also design and fabricate a microsensor to deflect under applicable force of
    order 0.1 pN. We present fundamental concepts needed to design the microsensor,
    showcasing 3D printing at considerably smaller scales down to the µm or below."
acknowledged_ssus:
- _id: NanoFab
- _id: M-Shop
acknowledgement: "I would like to acknowledge Scott Waitukaitis and Jérémie Palacci,
  for their supervision, and their extensive support of my learning. \r\n\r\nFor the
  beautiful characterization images used in this work, I would like to thank Dr. Daniel
  Grober, Samuel Hajek and Felix Pertl.\r\n\r\nThe Palacci group, particularly Malina
  Strugaru and Dan Grober, for their continuous guidance in decoding and following
  my streams of thought.\r\n\r\nTo the Waitukaitis group, for helping me find my footing
  in science, and making me feel at\r\nhome.\r\n\r\nTo the Nanofabrication Facility
  (NFF) at ISTA, for training me in significant aspects of my research. The MIBA Facility,
  and particularly Todor Asenov for consistently picking up the phone for my machining
  and designing needs.\r\n\r\nTo my friends, Mariana, Lenka, Aaron, Rebecca, Eavan
  who provided an ear, wine, and a lot more when I needed to vent, talk through my
  crises as well as experiment. For the walks, for the coffees, for reading through
  my work and providing edits, for dinners to take me out of blocks and binds and
  for cheering me on when it felt insurmountable. \r\n\r\nFinally, I am grateful to
  Griff and Fletcher, whose music helped me through several blocks, especially with
  my writing.\r\n\r\nMy science would not have been possible without the guidance,
  support and contributions of\r\nall these people, and more."
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Cecelia N
  full_name: Mweka, Cecelia N
  id: 2a69ab4b-896a-11ed-bdf8-cb8641cf2b21
  last_name: Mweka
citation:
  ama: Mweka CN. Non equilibrium dynamics of driven individual particles and 3D printing
    across scales. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18588">10.15479/at:ista:18588</a>
  apa: Mweka, C. N. (2024). <i>Non equilibrium dynamics of driven individual particles
    and 3D printing across scales</i>. Institute of Science and Technology Austria.
    <a href="https://doi.org/10.15479/at:ista:18588">https://doi.org/10.15479/at:ista:18588</a>
  chicago: Mweka, Cecelia N. “Non Equilibrium Dynamics of Driven Individual Particles
    and 3D Printing across Scales.” Institute of Science and Technology Austria, 2024.
    <a href="https://doi.org/10.15479/at:ista:18588">https://doi.org/10.15479/at:ista:18588</a>.
  ieee: C. N. Mweka, “Non equilibrium dynamics of driven individual particles and
    3D printing across scales,” Institute of Science and Technology Austria, 2024.
  ista: Mweka CN. 2024. Non equilibrium dynamics of driven individual particles and
    3D printing across scales. Institute of Science and Technology Austria.
  mla: Mweka, Cecelia N. <i>Non Equilibrium Dynamics of Driven Individual Particles
    and 3D Printing across Scales</i>. Institute of Science and Technology Austria,
    2024, doi:<a href="https://doi.org/10.15479/at:ista:18588">10.15479/at:ista:18588</a>.
  short: C.N. Mweka, Non Equilibrium Dynamics of Driven Individual Particles and 3D
    Printing across Scales, Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-11-27T09:12:02Z
date_published: 2024-11-29T00:00:00Z
date_updated: 2026-04-07T12:42:13Z
day: '29'
ddc:
- '530'
degree_awarded: MS
department:
- _id: GradSch
doi: 10.15479/at:ista:18588
file:
- access_level: open_access
  checksum: 054ed7a5e5ae6e7220e6bb37ea57a3c3
  content_type: application/pdf
  creator: cmweka
  date_created: 2024-11-28T12:50:32Z
  date_updated: 2024-11-28T12:50:32Z
  file_id: '18597'
  file_name: Cecelia Mweka Master Thesis.pdf
  file_size: 3836671
  relation: main_file
  success: 1
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  checksum: 7d7d9299f090d83e628d65d93116e8c2
  content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
  creator: cmweka
  date_created: 2024-11-28T12:51:43Z
  date_updated: 2024-12-13T11:30:53Z
  file_id: '18598'
  file_name: Cecelia Mweka Master Thesis.docx
  file_size: 7068210
  relation: source_file
file_date_updated: 2024-12-13T11:30:53Z
has_accepted_license: '1'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: '61'
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Scott R
  full_name: Waitukaitis, Scott R
  id: 3A1FFC16-F248-11E8-B48F-1D18A9856A87
  last_name: Waitukaitis
  orcid: 0000-0002-2299-3176
- first_name: Jérémie A
  full_name: Palacci, Jérémie A
  id: 8fb92548-2b22-11eb-b7c1-a3f0d08d7c7d
  last_name: Palacci
  orcid: 0000-0002-7253-9465
title: Non equilibrium dynamics of driven individual particles and 3D printing across
  scales
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '18301'
abstract:
- lang: eng
  text: Physics simulation in computer graphics can bring triangle meshes into topologically
    invalid states. The method in this thesis contributed to Heiss-Synak* and Kalinov*
    et al. [2024] who devised a non-manifold hybrid surface tracker—a surface tracker
    that repairs explicit non-manifold triangle meshes with the help of the implicit
    domain. Specifically, this thesis provides an algorithm for filling the holes
    that are left after removing problematic parts of the mesh.
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Arian
  full_name: Etemadihaghighi, Arian
  id: 36cea3aa-f38e-11ec-8ae0-c65ae6f6098f
  last_name: Etemadihaghighi
citation:
  ama: Etemadi A. Filling the holes of non-manifold self-intersecting meshes for implicit
    topology changes in surface tracking. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18301">10.15479/at:ista:18301</a>
  apa: Etemadi, A. (2024). <i>Filling the holes of non-manifold self-intersecting
    meshes for implicit topology changes in surface tracking</i>. Institute of Science
    and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18301">https://doi.org/10.15479/at:ista:18301</a>
  chicago: Etemadi, Arian. “Filling the Holes of Non-Manifold Self-Intersecting Meshes
    for Implicit Topology Changes in Surface Tracking.” Institute of Science and Technology
    Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18301">https://doi.org/10.15479/at:ista:18301</a>.
  ieee: A. Etemadi, “Filling the holes of non-manifold self-intersecting meshes for
    implicit topology changes in surface tracking,” Institute of Science and Technology
    Austria, 2024.
  ista: Etemadi A. 2024. Filling the holes of non-manifold self-intersecting meshes
    for implicit topology changes in surface tracking. Institute of Science and Technology
    Austria.
  mla: Etemadi, Arian. <i>Filling the Holes of Non-Manifold Self-Intersecting Meshes
    for Implicit Topology Changes in Surface Tracking</i>. Institute of Science and
    Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:18301">10.15479/at:ista:18301</a>.
  short: A. Etemadi, Filling the Holes of Non-Manifold Self-Intersecting Meshes for
    Implicit Topology Changes in Surface Tracking, Institute of Science and Technology
    Austria, 2024.
corr_author: '1'
date_created: 2024-10-11T19:52:20Z
date_published: 2024-10-15T00:00:00Z
date_updated: 2026-04-07T13:02:36Z
day: '15'
ddc:
- '000'
degree_awarded: MS
department:
- _id: GradSch
- _id: ChWo
doi: 10.15479/at:ista:18301
file:
- access_level: open_access
  checksum: 80fb7923e229ad9d39253d7c8a8083d0
  content_type: application/pdf
  creator: aetemadi
  date_created: 2024-10-24T14:34:42Z
  date_updated: 2024-10-24T14:34:42Z
  file_id: '18469'
  file_name: thesis-arian-etemadi.pdf
  file_size: 8914218
  relation: main_file
  success: 1
- access_level: closed
  checksum: 1c02586ed7d441d5ec441867650568d1
  content_type: application/x-zip-compressed
  creator: aetemadi
  date_created: 2024-10-24T14:34:54Z
  date_updated: 2024-10-24T14:34:54Z
  file_id: '18470'
  file_name: thesis-arian-etemadi-latex-source.zip
  file_size: 9802650
  relation: source_file
file_date_updated: 2024-10-24T14:34:54Z
has_accepted_license: '1'
keyword:
- surface tracking
- non-manifold
- hole-filling
- topology change
- multi-material
- solid-modeling
language:
- iso: eng
license: https://creativecommons.org/licenses/by-sa/4.0/
month: '10'
oa: 1
oa_version: Published Version
page: '39'
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '17219'
    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: Filling the holes of non-manifold self-intersecting meshes for implicit topology
  changes in surface tracking
tmp:
  image: /images/cc_by_sa.png
  legal_code_url: https://creativecommons.org/licenses/by-sa/4.0/legalcode
  name: Creative Commons Attribution-ShareAlike 4.0 International Public License (CC
    BY-SA 4.0)
  short: CC BY-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '15352'
abstract:
- lang: eng
  text: "Epilepsy affects about 50 to 65 million people globally. It summarizes a
    spectrum of neurological\r\ndisorders that have in common a hyperactivity of the
    neuronal network resulting in seizures. A common\r\nassumption is that an imbalance
    between neuronal excitation and inhibition is a key mechanism in\r\nseizure generation
    and epileptogeneisis. In at least one-third of the patients, current therapies
    have\r\nproven unsuccessful in treating seizure progression. One potential reason
    could be that the therapies\r\nonly focus on neurons. Recent studies suggest that
    neuronal hyperactivity causes a microglial\r\nresponse, which reinstates brain
    homeostasis. Additionally, interactions between microglia and neurons\r\nhave
    been shown to inhibit neuronal firing and dampen seizure activity. However, the
    exact relationship\r\nbetween microglia and seizure progression in epilepsy is
    yet to be elucidated. A main bottleneck is that\r\nseveral studies investigate
    microglia dynamics in ex vivo slice models, which can severely affect the\r\nmicroglia
    dynamics due to their rapid response to environmental changes. On the other hand,
    in vivo\r\nstudies focus mostly on behavior characterization of the epileptic
    seizure phenotype and their long-term\r\nconsequences on microglia activity leaving
    out the direct consequences of acute seizure activity on\r\nmicroglia dynamics.\r\nHere,
    we perform a pilot study to combine electroencephalography (EEG) and in vivo live
    imaging to\r\ndirectly monitor and correlate the onset of seizure activity with
    microglia response. To induce seizures,\r\nwe take advantage of the kainic acid
    (KA) model, which represents similar neuropathological and\r\nelectroencephalographic
    features seen in human patients with temporal lobe epilepsy (TLE). After\r\nconfirmation
    of induction of the seizure and microglia activity in the hippocampus as a focal
    point, we\r\ninvestigated whether these changes also reached the primary visual
    cortex (V1) as a secondary\r\ngeneralized seizure activity. Indeed, we found that
    microglia changed their morphology at high doses\r\nof KA in the V1. Next, we
    optimized each of the two methodological components: for the EEG recording,\r\nour
    initial attempts under the microscope suffered from extensive electrical noise,
    which overlaid the\r\nactual signal. Thus, we built a customized Faraday-cage
    and confirmed that the signal-to-noise ratio\r\nwas sufficiently reduced to be
    able to record brain oscillatory activity. For the in vivo live imaging of\r\nmicroglia,
    we had to optimize the imaging parameters, so that we would be able to detect
    microglial\r\nprocesses in a sufficient resolution to track their process changes.
    Finally, we combined both\r\nmethodologies with the KA model. We confirmed that
    KA induced seizure activity and found first\r\nindication that those correlate
    with microglia volume changes.\r\nOverall, we have developed a first methodological
    approach, which allows the analysis of the acute\r\neffects of seizure onset on
    microglia. Future studies will have to continue to optimize the drift during\r\nimaging
    recording and the post-image analysis. "
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
- _id: PreCl
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Julie Stefanie
  full_name: Murmann, Julie Stefanie
  id: 1d390868-f128-11eb-9611-a0ca5f7833b5
  last_name: Murmann
citation:
  ama: 'Murmann JS. Investigating acute microglia response to seizure activity in
    vivo: Combining 2-Photon imaging and EEG recording. 2024. doi:<a href="https://doi.org/10.15479/at:ista:15352">10.15479/at:ista:15352</a>'
  apa: 'Murmann, J. S. (2024). <i>Investigating acute microglia response to seizure
    activity in vivo: Combining 2-Photon imaging and EEG recording</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:15352">https://doi.org/10.15479/at:ista:15352</a>'
  chicago: 'Murmann, Julie Stefanie. “Investigating Acute Microglia Response to Seizure
    Activity in Vivo: Combining 2-Photon Imaging and EEG Recording.” Institute of
    Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:15352">https://doi.org/10.15479/at:ista:15352</a>.'
  ieee: 'J. S. Murmann, “Investigating acute microglia response to seizure activity
    in vivo: Combining 2-Photon imaging and EEG recording,” Institute of Science and
    Technology Austria, 2024.'
  ista: 'Murmann JS. 2024. Investigating acute microglia response to seizure activity
    in vivo: Combining 2-Photon imaging and EEG recording. Institute of Science and
    Technology Austria.'
  mla: 'Murmann, Julie Stefanie. <i>Investigating Acute Microglia Response to Seizure
    Activity in Vivo: Combining 2-Photon Imaging and EEG Recording</i>. Institute
    of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:15352">10.15479/at:ista:15352</a>.'
  short: 'J.S. Murmann, Investigating Acute Microglia Response to Seizure Activity
    in Vivo: Combining 2-Photon Imaging and EEG Recording, Institute of Science and
    Technology Austria, 2024.'
corr_author: '1'
date_created: 2024-05-02T08:31:38Z
date_published: 2024-05-02T00:00:00Z
date_updated: 2026-04-07T13:05:00Z
day: '02'
ddc:
- '570'
degree_awarded: MS
department:
- _id: SaSi
- _id: GradSch
doi: 10.15479/at:ista:15352
file:
- access_level: open_access
  checksum: 095817a6c944954ac3f277e547031a33
  content_type: application/pdf
  creator: cchlebak
  date_created: 2024-05-02T12:26:13Z
  date_updated: 2025-05-02T22:30:04Z
  embargo: 2025-05-02
  file_id: '15354'
  file_name: Murmann_Thesis_final_2024_2.pdf
  file_size: 5936142
  relation: main_file
- access_level: closed
  checksum: 43b632255372973a437ac87739cfd4db
  content_type: application/x-zip-compressed
  creator: cchlebak
  date_created: 2024-05-02T12:37:56Z
  date_updated: 2025-05-02T22:30:04Z
  embargo_to: open_access
  file_id: '15355'
  file_name: Murmann_Thesis_final_2024.zip
  file_size: 20645510
  relation: source_file
file_date_updated: 2025-05-02T22:30:04Z
has_accepted_license: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '05'
oa: 1
oa_version: Published Version
page: '54'
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
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: 'Investigating acute microglia response to seizure activity in vivo: Combining
  2-Photon imaging and EEG recording'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '17368'
abstract:
- lang: eng
  text: "Recent advancements in molecular diagnostic techniques have enabled the collection
    of\r\nmultiple types of omics data from patients, including genomics, epigenomics,
    proteomics,\r\nand transcriptomics. However, we lack effective methods for integrating
    all these different\r\ndata types and combining them with clinical outcomes to
    study the molecular mechanisms\r\nthat govern pathological phenotypes. We present
    multi-omics BayesW, a penalized Bayesian\r\nregression method that can handle
    general omics data for survival analysis of time-to-event\r\nphenotypes. Our method
    can: (1) accommodate incomplete data by allowing censored\r\nindividuals, (2)
    use continuous time-to-event data to test associations of markers with a\r\nphenotype
    and (3) estimate effects jointly while allowing for independent groups of biological\r\nmarkers.
    Extensive simulations using planted signals on real data demonstrate that our
    model\r\naccurately retrieves the true parameters of the model while controlling
    for false discoveries\r\nand maintaining the expected prediction accuracy. We
    address data correlations by estimating\r\nthe effects jointly, even between omic
    groups, while also estimating the individual variance\r\nexplained by each group.
    We apply our model to two datasets. Using 18,000 individuals from\r\nthe Generation
    Scotland study we model the association of time at onset of Type 2 Diabetes,\r\nStroke,
    Ischemic Disease, and Osteoarthritis from baseline study entry, with 831,724 CpG\r\nmethylation
    probes. We find that large proportions of variation in disease onset times can\r\nbe
    attributed to methylation as measured in whole blood at baseline in individuals
    without\r\ndisease symptoms. We then apply our model to The Cancer Genome Atlas
    (TCGA) pan-cancer\r\ndataset, in which we use 5 types of omics: copy number variation,
    epigenetics, somatic\r\nmutations, miRNA, and gene expression. For cancer survival
    age-at-onset we find that, when\r\nfitting the 5 groups together, almost all variation
    attributable to \"omics\" data is explained by\r\nDNA methylation. When considering
    progression times, both methylation and gene expression\r\nexplain a large part
    of the variance. We found 2 genes that are significantly associated (95%\r\nposterior
    inclusion probability) with cancer survival time, conditional on all other genome-wide\r\nomics
    data variation. Owing to the vast variability of mechanisms characterizing different\r\ncancers,
    there are likely few specific genes with a strong signal in a pan-cancer setting.
    Taken\r\ntogether, we showed the applicability of our multi-omics BayesW model
    to a wide-range of\r\nbiological questions in multi-omics data.\r\n"
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Ariadna
  full_name: Villanueva Marijuan, Ariadna
  id: e0ae4864-133f-11ed-8f02-adaa8dd27540
  last_name: Villanueva Marijuan
citation:
  ama: Villanueva Marijuan A. Bayesian linear regression for analyzing general omics
    data with time-to-event phenotypes. 2024. doi:<a href="https://doi.org/10.15479/at:ista:17368">10.15479/at:ista:17368</a>
  apa: Villanueva Marijuan, A. (2024). <i>Bayesian linear regression for analyzing
    general omics data with time-to-event phenotypes</i>. Institute of Science and
    Technology Austria. <a href="https://doi.org/10.15479/at:ista:17368">https://doi.org/10.15479/at:ista:17368</a>
  chicago: Villanueva Marijuan, Ariadna. “Bayesian Linear Regression for Analyzing
    General Omics Data with Time-to-Event Phenotypes.” Institute of Science and Technology
    Austria, 2024. <a href="https://doi.org/10.15479/at:ista:17368">https://doi.org/10.15479/at:ista:17368</a>.
  ieee: A. Villanueva Marijuan, “Bayesian linear regression for analyzing general
    omics data with time-to-event phenotypes,” Institute of Science and Technology
    Austria, 2024.
  ista: Villanueva Marijuan A. 2024. Bayesian linear regression for analyzing general
    omics data with time-to-event phenotypes. Institute of Science and Technology
    Austria.
  mla: Villanueva Marijuan, Ariadna. <i>Bayesian Linear Regression for Analyzing General
    Omics Data with Time-to-Event Phenotypes</i>. Institute of Science and Technology
    Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:17368">10.15479/at:ista:17368</a>.
  short: A. Villanueva Marijuan, Bayesian Linear Regression for Analyzing General
    Omics Data with Time-to-Event Phenotypes, Institute of Science and Technology
    Austria, 2024.
corr_author: '1'
date_created: 2024-08-02T10:52:40Z
date_published: 2024-08-13T00:00:00Z
date_updated: 2026-04-07T13:03:41Z
day: '13'
ddc:
- '610'
degree_awarded: MS
department:
- _id: GradSch
- _id: MaRo
doi: 10.15479/at:ista:17368
file:
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  checksum: 0c2daa174609f0c00919dccc5701d375
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  creator: avillanu
  date_created: 2024-08-14T11:51:24Z
  date_updated: 2025-02-14T23:30:03Z
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  file_size: 45642547
  relation: source_file
file_date_updated: 2025-02-14T23:30:03Z
has_accepted_license: '1'
keyword:
- Epigenetics
- Multi-omics
- Bayesian regression
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-sa/4.0/
month: '08'
oa: 1
oa_version: Published Version
page: '60'
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Matthew Richard
  full_name: Robinson, Matthew Richard
  id: E5D42276-F5DA-11E9-8E24-6303E6697425
  last_name: Robinson
  orcid: 0000-0001-8982-8813
title: Bayesian linear regression for analyzing general omics data with time-to-event
  phenotypes
tmp:
  image: /images/cc_by_nc_sa.png
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  name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
    BY-NC-SA 4.0)
  short: CC BY-NC-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '13331'
abstract:
- lang: eng
  text: "The extension of extremal combinatorics to the setting of exterior algebra
    is a work\r\nin progress that gained attention recently. In this thesis, we study
    the combinatorial structure of exterior algebra by introducing a dictionary that
    translates the notions from the set systems into the framework of exterior algebra.
    We show both generalizations of celebrated Erdös--Ko--Rado theorem and Hilton--Milner
    theorem to the setting of exterior algebra in the simplest non-trivial case of
    two-forms.\r\n"
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Seyda
  full_name: Köse, Seyda
  id: 8ba3170d-dc85-11ea-9058-c4251c96a6eb
  last_name: Köse
  orcid: 0009-0008-0457-9730
citation:
  ama: Köse S. Exterior algebra and combinatorics. 2023. doi:<a href="https://doi.org/10.15479/at:ista:13331">10.15479/at:ista:13331</a>
  apa: Köse, S. (2023). <i>Exterior algebra and combinatorics</i>. Institute of Science
    and Technology Austria. <a href="https://doi.org/10.15479/at:ista:13331">https://doi.org/10.15479/at:ista:13331</a>
  chicago: Köse, Seyda. “Exterior Algebra and Combinatorics.” Institute of Science
    and Technology Austria, 2023. <a href="https://doi.org/10.15479/at:ista:13331">https://doi.org/10.15479/at:ista:13331</a>.
  ieee: S. Köse, “Exterior algebra and combinatorics,” Institute of Science and Technology
    Austria, 2023.
  ista: Köse S. 2023. Exterior algebra and combinatorics. Institute of Science and
    Technology Austria.
  mla: Köse, Seyda. <i>Exterior Algebra and Combinatorics</i>. Institute of Science
    and Technology Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:13331">10.15479/at:ista:13331</a>.
  short: S. Köse, Exterior Algebra and Combinatorics, Institute of Science and Technology
    Austria, 2023.
corr_author: '1'
date_created: 2023-07-31T10:20:55Z
date_published: 2023-07-31T00:00:00Z
date_updated: 2026-04-07T13:29:29Z
day: '31'
ddc:
- '510'
- '516'
degree_awarded: MS
department:
- _id: GradSch
- _id: UlWa
doi: 10.15479/at:ista:13331
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  file_size: 28684
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  date_created: 2023-08-03T15:28:55Z
  date_updated: 2023-08-03T15:28:55Z
  file_id: '13480'
  file_name: thesis-pdfa.pdf
  file_size: 4953418
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  success: 1
file_date_updated: 2023-08-03T15:28:55Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '26'
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
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  - id: '12680'
    relation: part_of_dissertation
    status: public
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: Exterior algebra and combinatorics
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2023'
...
---
OA_place: publisher
_id: '12531'
abstract:
- lang: eng
  text: "All visual experiences of the vertebrates begin with light being converted
    into electrical signals\r\nby the eye retina. Retinal ganglion cells (RGCs) are
    the neurons of the innermost layer of the\r\nmammal retina, and they transmit
    visual information to the rest of the brain.\r\nIt has been shown that RGCs vary
    in their morphology and genetic profiles, moreover they can\r\nbe unambiguously
    grouped into subtypes that share the same morphological and/or molecular\r\nproperties.
    However, in terms of RGCs function, it remains unclear how many distinct types\r\nthere
    are and what response properties their typology relies on. Even given the recent
    studies\r\nthat successfully classified RGCs in a patch of the retina [1] and
    in scotopic conditions [2], the\r\nquestion remains whether the found subtypes
    persist across the entire retina.\r\nIn this work, using a novel imaging method,
    we show that, when sampled from a large portion\r\nof the retina, RGCs can not
    be clearly divided into functional subtypes. We found that in\r\nphotopic conditions,
    which implies more prominent natural scene statistic differences across\r\nthe
    visual field, response properties can be exhibited by cells differently depending
    on their\r\nlocation in the retina, which leads to formation of a gradient of
    features rather than distinct\r\nclasses.\r\nThis finding suggests that RGCs follow
    a global organization across the visual field of the\r\nanimal, adapting each
    RGC subtype to the requirements imposed by the natural scene statistics."
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Kseniia
  full_name: Kirillova, Kseniia
  id: 8e3f931e-dc85-11ea-9058-e7b957bf23f0
  last_name: Kirillova
citation:
  ama: Kirillova K. Panoramic functional gradients across the mouse retina. 2023.
    doi:<a href="https://doi.org/10.15479/at:ista:12531">10.15479/at:ista:12531</a>
  apa: Kirillova, K. (2023). <i>Panoramic functional gradients across the mouse retina</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:12531">https://doi.org/10.15479/at:ista:12531</a>
  chicago: Kirillova, Kseniia. “Panoramic Functional Gradients across the Mouse Retina.”
    Institute of Science and Technology Austria, 2023. <a href="https://doi.org/10.15479/at:ista:12531">https://doi.org/10.15479/at:ista:12531</a>.
  ieee: K. Kirillova, “Panoramic functional gradients across the mouse retina,” Institute
    of Science and Technology Austria, 2023.
  ista: Kirillova K. 2023. Panoramic functional gradients across the mouse retina.
    Institute of Science and Technology Austria.
  mla: Kirillova, Kseniia. <i>Panoramic Functional Gradients across the Mouse Retina</i>.
    Institute of Science and Technology Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:12531">10.15479/at:ista:12531</a>.
  short: K. Kirillova, Panoramic Functional Gradients across the Mouse Retina, Institute
    of Science and Technology Austria, 2023.
corr_author: '1'
date_created: 2023-02-09T07:45:05Z
date_published: 2023-02-08T00:00:00Z
date_updated: 2026-04-07T14:06:26Z
day: '08'
ddc:
- '570'
degree_awarded: MS
department:
- _id: GradSch
- _id: MaJö
doi: 10.15479/at:ista:12531
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  date_updated: 2024-02-09T23:30:03Z
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  relation: source_file
file_date_updated: 2024-02-09T23:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '46'
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Maximilian A
  full_name: Jösch, Maximilian A
  id: 2BD278E6-F248-11E8-B48F-1D18A9856A87
  last_name: Jösch
  orcid: 0000-0002-3937-1330
title: Panoramic functional gradients across the mouse retina
tmp:
  image: /images/cc_by_nc_sa.png
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  name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
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  short: CC BY-NC-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2023'
...
---
OA_place: publisher
_id: '12800'
abstract:
- lang: eng
  text: 'The evolutionary processes that brought about today’s plethora of living
    species and the many billions more ancient ones all underlie biology. Evolutionary
    pathways are neither directed nor deterministic, but rather an interplay between
    selection, migration, mutation, genetic drift and other environmental factors.
    Hybrid zones, as natural crossing experiments, offer a great opportunity to use
    cline analysis to deduce different evolutionary processes - for example, selection
    strength. Theoretical cline models, largely assuming uniform distribution of individuals,
    often lack the capability of incorporating population structure. Since in reality
    organisms mostly live in patchy distributions and their dispersal is hardly ever
    Gaussian, it is necessary to unravel the effect of these different elements of
    population structure on cline parameters and shape. In this thesis, I develop
    a simulation inspired by the A. majus hybrid zone of a single selected locus under
    frequency dependent selection. This simulation enables us to untangle the effects
    of different elements of population structure as for example a low-density center
    and long-range dispersal. This thesis is therefore a first step towards theoretically
    untangling the effects of different elements of population structure on cline
    parameters and shape. '
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Mara
  full_name: Julseth, Mara
  id: 1cf464b2-dc7d-11ea-9b2f-f9b1aa9417d1
  last_name: Julseth
citation:
  ama: Julseth M. The effect of local population structure on genetic variation at
    selected loci in the A. majus hybrid zone. 2023. doi:<a href="https://doi.org/10.15479/at:ista:12800">10.15479/at:ista:12800</a>
  apa: Julseth, M. (2023). <i>The effect of local population structure on genetic
    variation at selected loci in the A. majus hybrid zone</i>. Institute of Science
    and Technology Austria. <a href="https://doi.org/10.15479/at:ista:12800">https://doi.org/10.15479/at:ista:12800</a>
  chicago: Julseth, Mara. “The Effect of Local Population Structure on Genetic Variation
    at Selected Loci in the A. Majus Hybrid Zone.” Institute of Science and Technology
    Austria, 2023. <a href="https://doi.org/10.15479/at:ista:12800">https://doi.org/10.15479/at:ista:12800</a>.
  ieee: M. Julseth, “The effect of local population structure on genetic variation
    at selected loci in the A. majus hybrid zone,” Institute of Science and Technology
    Austria, 2023.
  ista: Julseth M. 2023. The effect of local population structure on genetic variation
    at selected loci in the A. majus hybrid zone. Institute of Science and Technology
    Austria.
  mla: Julseth, Mara. <i>The Effect of Local Population Structure on Genetic Variation
    at Selected Loci in the A. Majus Hybrid Zone</i>. Institute of Science and Technology
    Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:12800">10.15479/at:ista:12800</a>.
  short: M. Julseth, The Effect of Local Population Structure on Genetic Variation
    at Selected Loci in the A. Majus Hybrid Zone, Institute of Science and Technology
    Austria, 2023.
corr_author: '1'
date_created: 2023-04-04T18:57:11Z
date_published: 2023-04-05T00:00:00Z
date_updated: 2026-04-07T14:01:51Z
day: '05'
ddc:
- '576'
degree_awarded: MS
department:
- _id: GradSch
- _id: NiBa
doi: 10.15479/at:ista:12800
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  date_updated: 2023-06-02T22:30:04Z
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  date_updated: 2023-06-02T22:30:04Z
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file_date_updated: 2023-06-02T22:30:04Z
has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: '21'
publication_identifier:
  issn:
  - 2791-4585
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: The effect of local population structure on genetic variation at selected loci
  in the A. majus hybrid zone
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2023'
...
---
OA_place: publisher
_id: '14226'
abstract:
- lang: eng
  text: "We introduce the notion of a Faustian interchange in a 1-parameter family
    of smooth\r\nfunctions to generalize the medial axis to critical points of index
    larger than 0.\r\nWe construct and implement a general purpose algorithm for approximating
    such\r\ngeneralized medial axes."
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Elizabeth R
  full_name: Stephenson, Elizabeth R
  id: 2D04F932-F248-11E8-B48F-1D18A9856A87
  last_name: Stephenson
  orcid: 0000-0002-6862-208X
citation:
  ama: Stephenson ER. Generalizing medial axes with homology switches. 2023. doi:<a
    href="https://doi.org/10.15479/at:ista:14226">10.15479/at:ista:14226</a>
  apa: Stephenson, E. R. (2023). <i>Generalizing medial axes with homology switches</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:14226">https://doi.org/10.15479/at:ista:14226</a>
  chicago: Stephenson, Elizabeth R. “Generalizing Medial Axes with Homology Switches.”
    Institute of Science and Technology Austria, 2023. <a href="https://doi.org/10.15479/at:ista:14226">https://doi.org/10.15479/at:ista:14226</a>.
  ieee: E. R. Stephenson, “Generalizing medial axes with homology switches,” Institute
    of Science and Technology Austria, 2023.
  ista: Stephenson ER. 2023. Generalizing medial axes with homology switches. Institute
    of Science and Technology Austria.
  mla: Stephenson, Elizabeth R. <i>Generalizing Medial Axes with Homology Switches</i>.
    Institute of Science and Technology Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:14226">10.15479/at:ista:14226</a>.
  short: E.R. Stephenson, Generalizing Medial Axes with Homology Switches, Institute
    of Science and Technology Austria, 2023.
corr_author: '1'
date_created: 2023-08-24T13:01:18Z
date_published: 2023-08-24T00:00:00Z
date_updated: 2026-04-07T14:02:30Z
day: '24'
ddc:
- '500'
degree_awarded: MS
department:
- _id: GradSch
- _id: HeEd
doi: 10.15479/at:ista:14226
file:
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  checksum: 453caf851d75c3478c10ed09bd242a91
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  date_updated: 2024-02-26T23:30:03Z
  embargo_to: open_access
  file_id: '14227'
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  creator: cchlebak
  date_created: 2023-08-24T13:03:42Z
  date_updated: 2024-02-26T23:30:03Z
  embargo: 2024-02-25
  file_id: '14228'
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oa_version: Published Version
page: '43'
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Herbert
  full_name: Edelsbrunner, Herbert
  id: 3FB178DA-F248-11E8-B48F-1D18A9856A87
  last_name: Edelsbrunner
  orcid: 0000-0002-9823-6833
title: Generalizing medial axes with homology switches
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2023'
...
---
OA_place: publisher
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abstract:
- lang: eng
  text: Those who aim to devise new materials with desirable properties usually examine
    present methods first. However, they will find out that some approaches can exist
    only conceptually without high chances to become practically useful. It seems
    that a numerical technique called automatic differentiation together with increasing
    supply of computational accelerators will soon shift many methods of the material
    design from the category ”unimaginable” to the category ”expensive but possible”.
    Approach we suggest is not an exception. Our overall goal is to have an efficient
    and generalizable approach allowing to solve inverse design problems. In this
    thesis we scratch its surface. We consider jammed systems of identical particles.
    And ask ourselves how the shape of those particles (or the parameters codifying
    it) may affect mechanical properties of the system. An indispensable part of reaching
    the answer is an appropriate particle parametrization. We come up with a simple,
    yet generalizable and purposeful scheme for it. Using our generalizable shape
    parameterization, we simulate the formation of a solid composed of pentagonal-like
    particles and measure anisotropy in the resulting elastic response. Through automatic
    differentiation techniques, we directly connect the shape parameters with the
    elastic response. Interestingly, for our system we find that less isotropic particles
    lead to a more isotropic elastic response. Together with other results known about
    our method it seems that it can be successfully generalized for different inverse
    design problems.
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Anton
  full_name: Piankov, Anton
  id: 865E3C26-AA8C-11E9-A409-C4C4E5697425
  last_name: Piankov
citation:
  ama: Piankov A. Towards designer materials using customizable particle shape. 2021.
    doi:<a href="https://doi.org/10.15479/at:ista:10422">10.15479/at:ista:10422</a>
  apa: Piankov, A. (2021). <i>Towards designer materials using customizable particle
    shape</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:10422">https://doi.org/10.15479/at:ista:10422</a>
  chicago: Piankov, Anton. “Towards Designer Materials Using Customizable Particle
    Shape.” Institute of Science and Technology Austria, 2021. <a href="https://doi.org/10.15479/at:ista:10422">https://doi.org/10.15479/at:ista:10422</a>.
  ieee: A. Piankov, “Towards designer materials using customizable particle shape,”
    Institute of Science and Technology Austria, 2021.
  ista: Piankov A. 2021. Towards designer materials using customizable particle shape.
    Institute of Science and Technology Austria.
  mla: Piankov, Anton. <i>Towards Designer Materials Using Customizable Particle Shape</i>.
    Institute of Science and Technology Austria, 2021, doi:<a href="https://doi.org/10.15479/at:ista:10422">10.15479/at:ista:10422</a>.
  short: A. Piankov, Towards Designer Materials Using Customizable Particle Shape,
    Institute of Science and Technology Austria, 2021.
corr_author: '1'
date_created: 2021-12-07T10:48:06Z
date_published: 2021-12-07T00:00:00Z
date_updated: 2026-04-08T06:58:55Z
day: '07'
ddc:
- '530'
degree_awarded: MS
department:
- _id: GradSch
- _id: CaGo
doi: 10.15479/at:ista:10422
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has_accepted_license: '1'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Carl Peter
  full_name: Goodrich, Carl Peter
  id: EB352CD2-F68A-11E9-89C5-A432E6697425
  last_name: Goodrich
  orcid: 0000-0002-1307-5074
title: Towards designer materials using customizable particle shape
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2021'
...
