---
OA_place: publisher
OA_type: green
_id: '21857'
abstract:
- lang: eng
  text: "The availability of powerful open-source large language models (LLMs) opens
    exciting use cases, such as using personal data to fine-tune these models to imitate
    a user’s unique writing style. Two key requirements for this functionality are
    personalization–in the sense that the output should recognizably reflect the user’s
    own writing style—and privacy–users may justifiably be wary of uploading extremely
    personal data, such as their email archive, to a third-party service. In this
    paper, we demonstrate the feasibility of training and running such an assistant,
    which we call Panza, on commodity hardware, for the specific use case of email
    generation. Panza’s personalization features are based on a combination of parameter-efficient
    fine-tuning using a variant of the Reverse Instructions technique [1] and Retrieval-Augmented
    Generation (RAG) [2]. We demonstrate that this combination allows us to fine-tune
    an LLM to reflect a user’s writing style using limited data, while executing on
    extremely limited resources, e.g. on a free Google Colab instance. Our key methodological
    contribution is the first detailed study of evaluation metrics for this task,
    and\r\nof how different choices of system components–the use of RAG and of different
    fine-tuning approaches–impact the system’s performance. Additionally, we demonstrate
    that very little data - under 100 email samples - are sufficient to create models
    that convincingly imitate humans, showcasing a previously unknown attack vector
    in language models. We are releasing the full Panza code as well as three new
    email datasets licensed for research use."
article_number: '81'
article_processing_charge: No
author:
- first_name: Armand
  full_name: Nicolicioiu, Armand
  last_name: Nicolicioiu
- first_name: Eugenia B
  full_name: Iofinova, Eugenia B
  id: f9a17499-f6e0-11ea-865d-fdf9a3f77117
  last_name: Iofinova
  orcid: 0000-0002-7778-3221
- first_name: Andrej
  full_name: Jovanovic, Andrej
  last_name: Jovanovic
- first_name: Eldar
  full_name: Kurtic, Eldar
  id: 47beb3a5-07b5-11eb-9b87-b108ec578218
  last_name: Kurtic
- first_name: Mahdi
  full_name: Nikdan, Mahdi
  id: 66374281-f394-11eb-9cf6-869147deecc0
  last_name: Nikdan
- first_name: Andrei
  full_name: Panferov, Andrei
  id: 2c18daae-4dbe-11ef-8491-98ce2d960f09
  last_name: Panferov
- first_name: Ilia
  full_name: Markov, Ilia
  id: D0CF4148-C985-11E9-8066-0BDEE5697425
  last_name: Markov
- first_name: Nir
  full_name: Shavit, Nir
  last_name: Shavit
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
citation:
  ama: 'Nicolicioiu A, Iofinova EB, Jovanovic A, et al. <i>Panza: Investigating the
    Feasibility of Fully-Local Personalized Text Generation</i>. OpenReview; 2026.'
  apa: 'Nicolicioiu, A., Iofinova, E. B., Jovanovic, A., Kurtic, E., Nikdan, M., Panferov,
    A., … Alistarh, D.-A. (2026). <i>Panza: Investigating the feasibility of fully-local
    personalized text generation</i>. <i>Third Conference on Parsimony and Learning
    (Proceedings Track)</i>. Tübíngen, Germany: OpenReview.'
  chicago: 'Nicolicioiu, Armand, Eugenia B Iofinova, Andrej Jovanovic, Eldar Kurtic,
    Mahdi Nikdan, Andrei Panferov, Ilia Markov, Nir Shavit, and Dan-Adrian Alistarh.
    <i>Panza: Investigating the Feasibility of Fully-Local Personalized Text Generation</i>.
    <i>Third Conference on Parsimony and Learning (Proceedings Track)</i>. OpenReview,
    2026.'
  ieee: 'A. Nicolicioiu <i>et al.</i>, <i>Panza: Investigating the feasibility of
    fully-local personalized text generation</i>. OpenReview, 2026.'
  ista: 'Nicolicioiu A, Iofinova EB, Jovanovic A, Kurtic E, Nikdan M, Panferov A,
    Markov I, Shavit N, Alistarh D-A. 2026. Panza: Investigating the feasibility of
    fully-local personalized text generation, OpenReview,p.'
  mla: 'Nicolicioiu, Armand, et al. “Panza: Investigating the Feasibility of Fully-Local
    Personalized Text Generation.” <i>Third Conference on Parsimony and Learning (Proceedings
    Track)</i>, 81, OpenReview, 2026.'
  short: 'A. Nicolicioiu, E.B. Iofinova, A. Jovanovic, E. Kurtic, M. Nikdan, A. Panferov,
    I. Markov, N. Shavit, D.-A. Alistarh, Panza: Investigating the Feasibility of
    Fully-Local Personalized Text Generation, OpenReview, 2026.'
conference:
  end_date: 2026-03-26
  location: Tübíngen, Germany
  name: 'CPAL: Conference on Parsimony and Learning'
  start_date: 2026-03-23
corr_author: '1'
date_created: 2026-05-11T08:50:28Z
date_published: 2026-03-06T00:00:00Z
date_updated: 2026-05-19T11:20:27Z
day: '06'
department:
- _id: GradSch
- _id: DaAl
keyword:
- LLMs
- PEFT
- LoRA
- personalization
- efficient ML
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
main_file_link:
- open_access: '1'
  url: https://openreview.net/pdf?id=soFWnTqd23
month: '03'
oa: 1
oa_version: Accepted Version
publication: Third Conference on Parsimony and Learning (Proceedings Track)
publication_status: published
publisher: OpenReview
quality_controlled: '1'
related_material:
  record:
  - id: '21854'
    relation: dissertation_contains
    status: public
status: public
title: 'Panza: Investigating the feasibility of fully-local personalized text generation'
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: conference_poster
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: repository
OA_type: green
_id: '21859'
abstract:
- lang: eng
  text: As artificial neural networks, and specifically large language models, have
    improved rapidly in capabilities and quality, they have increasingly been deployed
    in real-world applications, from customer service to Google search, despite the
    fact that they frequently make factually incorrect or undesirable statements.
    This trend has inspired practical and academic interest in model editing, that
    is, in adjusting the weights of the model to modify its likely outputs for queries
    relating to a specific fact or set of facts. This may be done either to amend
    a fact or set of facts, for instance, to fix a frequent error in the training
    data, or to suppress a fact or set of facts entirely, for instance, in case of
    dangerous knowledge. Multiple methods have been proposed to do such edits. However,
    at the same time, it has been shown that such model editing can be brittle and
    incomplete. Moreover the effectiveness of any model editing method necessarily
    depends on the data on which the model is trained, and, therefore, a good understanding
    of the interaction of the training data distribution and the way it is stored
    in the network is necessary and helpful to reliably perform model editing. However,
    working with large language models trained on real-world data does not allow us
    to understand this relationship or fully measure the effects of model editing.
    We therefore propose Behemoth, a fully synthetic data generation framework. To
    demonstrate the practical insights from the framework, we explore model editing
    in the context of simple tabular data, demonstrating surprising findings that,
    in some cases, echo real-world results, for instance, that in some cases restricting
    the update rank results in a more effective update.
acknowledged_ssus:
- _id: ScienComp
acknowledgement: "EI thanks Weiwei Yang, Janardhan Kulkani, and Kate Lytvynets for
  their advice and support in\r\ndeveloping an earlier version of the Behemoth library.
  This research was supported by the Scientific\r\nService Units (SSU) of IST Austria
  through resources provided by Scientific Computing (SciComp).\r\nEI was supported
  in part by the FWF DK VGSCO, grant agreement number W1260-N35.\r\n"
article_processing_charge: No
arxiv: 1
author:
- first_name: Eugenia B
  full_name: Iofinova, Eugenia B
  id: f9a17499-f6e0-11ea-865d-fdf9a3f77117
  last_name: Iofinova
  orcid: 0000-0002-7778-3221
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
citation:
  ama: 'Iofinova EB, Alistarh D-A. Behemoth: Benchmarking unlearning in LLMs using
    fully synthetic data. <i>arXiv</i>. doi:<a href="https://doi.org/10.48550/arXiv.2601.23153">10.48550/arXiv.2601.23153</a>'
  apa: 'Iofinova, E. B., &#38; Alistarh, D.-A. (n.d.). Behemoth: Benchmarking unlearning
    in LLMs using fully synthetic data. <i>arXiv</i>. <a href="https://doi.org/10.48550/arXiv.2601.23153">https://doi.org/10.48550/arXiv.2601.23153</a>'
  chicago: 'Iofinova, Eugenia B, and Dan-Adrian Alistarh. “Behemoth: Benchmarking
    Unlearning in LLMs Using Fully Synthetic Data.” <i>ArXiv</i>, n.d. <a href="https://doi.org/10.48550/arXiv.2601.23153">https://doi.org/10.48550/arXiv.2601.23153</a>.'
  ieee: 'E. B. Iofinova and D.-A. Alistarh, “Behemoth: Benchmarking unlearning in
    LLMs using fully synthetic data,” <i>arXiv</i>. .'
  ista: 'Iofinova EB, Alistarh D-A. Behemoth: Benchmarking unlearning in LLMs using
    fully synthetic data. arXiv, <a href="https://doi.org/10.48550/arXiv.2601.23153">10.48550/arXiv.2601.23153</a>.'
  mla: 'Iofinova, Eugenia B., and Dan-Adrian Alistarh. “Behemoth: Benchmarking Unlearning
    in LLMs Using Fully Synthetic Data.” <i>ArXiv</i>, doi:<a href="https://doi.org/10.48550/arXiv.2601.23153">10.48550/arXiv.2601.23153</a>.'
  short: E.B. Iofinova, D.-A. Alistarh, ArXiv (n.d.).
corr_author: '1'
date_created: 2026-05-11T08:58:07Z
date_published: 2026-01-30T00:00:00Z
date_updated: 2026-05-19T11:20:27Z
day: '30'
department:
- _id: GradSch
- _id: DaAl
doi: 10.48550/arXiv.2601.23153
external_id:
  arxiv:
  - '2601.23153'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2601.23153
month: '01'
oa: 1
oa_version: Preprint
project:
- _id: 9B9290DE-BA93-11EA-9121-9846C619BF3A
  grant_number: W1260-N35
  name: Vienna Graduate School on Computational Optimization
publication: arXiv
publication_status: draft
related_material:
  record:
  - id: '21854'
    relation: dissertation_contains
    status: public
status: public
title: 'Behemoth: Benchmarking unlearning in LLMs using fully synthetic data'
type: preprint
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: publisher
_id: '21863'
abstract:
- lang: eng
  text: "Atoms and photons, two things so different but yet so alike. The former,
    the building block of matter, something we learn about in school and imagine it
    as some tiny marbles encircled by other tinier marbles. The latter, an electromagnetic
    wave, a light particle or an excitation of the electromagnetic field. Quantum
    mechanics tells us about the properties of these two entities. And even if it
    sounds, looks and writes counter-intuitive, it has proven right for over a century
    now.\r\n\r\nIn this work, I elaborate on how we tested the laws of quantum mechanics
    and how we used them learn more about the tiny building blocks of nature and the
    fields they use to talk to each other. The atoms we use, are artificial. Superconducting
    qubits, small electrical circuits with quantized energy levels behave like electrons
    that transition between different orbitals in an atom. One of the qubits' advantages,
    is also a big disadvantage. We design the circuits' energy levels and fabricate
    them in a cleanroom. This allows for arbitrary spaced energy levels but in contrast
    to real atoms, prevents two superconducting qubits from being alike. Still, this
    qubit platform is one of the frontrunners for future quantum computing technology
    and testing fundamental physics due to their scalability.\r\n\r\nWe interface
    superconducting qubits, which operate in the GHz regime, with microwave photons.
    We use 3D aluminum cavities as mediators between qubits and photons. The cavities
    allow for non-destructive readout of the qubit state, they shield the qubits from
    noise at the qubit frequency and they give us an easy way to frequency-tune these
    joint systems.\r\n\r\nWe need to operate superconducting qubits and their cavities
    at millikelvin temperatures in dilution refrigerators. At higher temperatures,
    superconductivity suffers and even worse, the environment is filled with thermal
    noise photons. This poses a fundamental limitation on the scalability of superconducting
    qubit devices. Also connecting multiple devices in different fridges does not
    work over room temperature links because the microwave photons used for this purpose
    will be covered in noise and the quantum information they carry, will be unusable.\r\n\r\nInfrared
    photons do not suffer from this noise problem since there are close to zero thermal
    noise photons at their frequencies at room temperature. We cannot simply interface
    superconducting devices with optical photons due their frequency mismatch and
    the destructive effect of optical photons on superconductors. Therefore, we use
    microwave-to-optics transducers that allow to convert microwave photons into optical
    ones and vice-versa. The transducers that we use are macroscopic electro-optic
    transducers using the Pockels effect in a disk-shaped Lithium Niobate whispering
    gallery mode resonator. By using a strong optical pump, photons from the two frequency
    domains experience a beam-splitter interaction and get converted from one to the
    other.\r\n\r\nWe measure the generated optical photons using elaborate optical
    setups, optical heterodyning and single photon detectors to gain knowledge about
    the qubit state or the converted microwave photons. Bridging the microwave and
    the optical world allows us to take advantage of both of their strengths but it
    also requires deep knowledge about both of their working principles.\r\n\r\nIn
    this work, we describe two experiments that our group conducted to showcase the
    opportunities that arise from interfacing superconducting qubits with optical
    photons but also the pitfalls, one may encounter on the way.\r\n\r\nIn the first
    experiment, we managed to all-optically read out a superconducting qubit. We show
    that the assignment fidelity, the probability that a measurement of the qubit
    state matches the prepared state, is close to equal for all-optical, microwave-to-optics
    and conventional microwave readout. We show T1 and T2 measurements for all three
    readout types and give an analysis of the noise caused by the optics. Finally,
    we show that the infrared light does not affect the qubit performance in a negative
    way but that the heating it causes does. This is an important insight that we
    used in the next experiment.\r\n\r\nThe second experiment is the upconversion
    of itinerant single microwave photons to the optical domain. We show that we can
    generate single microwave photons from a qubit-cavity system. We upconvert these
    single photons, measure them with a single photon detector and reconstruct their
    shape. By conducting a single photon Rabi measurement, we show correlations between
    the microwave and the optical domain. And by thorough signal-to-noise measurements
    and noise analysis, we find that we can generate single infrared photons with
    high signal-to-noise ratio 5.1 and low transducer added noise (<0.012 quanta).
    We show that this measurement creates a path towards entanglement of a superconducting
    qubit and an optical photon and what parameters need to be improved to achieve
    it. Additionally, this experiment is a proof of principle for an on-demand infrared
    single photon source. More generally, it allows to link microwave quantum technology
    in general to the optical domain."
acknowledged_ssus:
- _id: M-Shop
- _id: NanoFab
- _id: LifeSc
- _id: SSU
acknowledgement: "The author of this work was supported by the European Research Council
  under grant no.\r\n101089099 (ERC CoG cQEO) and the European Union’s Horizon 2020
  research and innovation\r\nprogram under grant no. 899354 (FETopen SuperQuLAN).\r\nThis
  work was also supported by the European Research Council under grant nos. 758053\r\n(ERC
  StG QUNNECT), 101248662 (ERC POC CoupledEOT), and the European Innovation\r\nCouncil
  no. 101187231 (PathfinderOpen CIELO). This research was funded in whole or in part\r\nby
  the Austrian Science Fund (FWF) [10.55776/F71]. For open access purposes, the author\r\nhas
  applied a CC BY public copyright license to any author accepted manuscript version
  arising\r\nfrom this submission.\r\niii\r\nMy co-authors in the works mentioned
  later acknowledge generous support from the ISTFELLOW program, the NOMIS-ISTA fellowship,
  the Horizon Europe Program HORIZONCL4-2022-QUANTUM-01-SGA via Project No. 101113946
  OpenSuperQPlus100 and a DOC fellowship of the Austrian Academy of Sciences at IST
  Austria.\r\n"
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Thomas
  full_name: Werner, Thomas
  id: 1fcd8497-dba3-11ea-a45e-c6fbd715f7c7
  last_name: Werner
  orcid: 0009-0001-2346-5236
citation:
  ama: Werner T. Interfacing superconducting qubits with optical photons. 2026. doi:<a
    href="https://doi.org/10.15479/AT-ISTA-21863">10.15479/AT-ISTA-21863</a>
  apa: Werner, T. (2026). <i>Interfacing superconducting qubits with optical photons</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21863">https://doi.org/10.15479/AT-ISTA-21863</a>
  chicago: Werner, Thomas. “Interfacing Superconducting Qubits with Optical Photons.”
    Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21863">https://doi.org/10.15479/AT-ISTA-21863</a>.
  ieee: T. Werner, “Interfacing superconducting qubits with optical photons,” Institute
    of Science and Technology Austria, 2026.
  ista: Werner T. 2026. Interfacing superconducting qubits with optical photons. Institute
    of Science and Technology Austria.
  mla: Werner, Thomas. <i>Interfacing Superconducting Qubits with Optical Photons</i>.
    Institute of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-21863">10.15479/AT-ISTA-21863</a>.
  short: T. Werner, Interfacing Superconducting Qubits with Optical Photons, Institute
    of Science and Technology Austria, 2026.
corr_author: '1'
date_created: 2026-05-12T09:04:02Z
date_published: 2026-05-12T00:00:00Z
date_updated: 2026-05-20T13:35:43Z
day: '12'
ddc:
- '530'
- '537'
- '539'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JoFi
doi: 10.15479/AT-ISTA-21863
ec_funded: 1
file:
- access_level: open_access
  checksum: a5b4d8dba83f96e955a3625c0eebee98
  content_type: application/pdf
  creator: twerner
  date_created: 2026-05-15T15:53:57Z
  date_updated: 2026-05-15T15:53:57Z
  file_id: '21879'
  file_name: 2026_Werner_Thomas_Thesis.pdf
  file_size: 9330516
  relation: main_file
- access_level: closed
  checksum: b41282beaacfb32472769b9e3b1758d8
  content_type: application/x-zip-compressed
  creator: twerner
  date_created: 2026-05-15T15:54:06Z
  date_updated: 2026-05-15T15:54:06Z
  file_id: '21880'
  file_name: 2026_Werner_Thomas_Thesis.zip
  file_size: 9370704
  relation: source_file
file_date_updated: 2026-05-15T15:54:06Z
has_accepted_license: '1'
keyword:
- Superconducting qubits
- Quantum optics
- Single photons and quantum effects
- Nonlinear optics
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: '97'
project:
- _id: bdadfa0d-d553-11ed-ba76-fb85edbd456a
  grant_number: '101089099'
  name: 'Cavity Quantum Electro Optics: Microwave photonics with nonclassical states'
- _id: 9B868D20-BA93-11EA-9121-9846C619BF3A
  call_identifier: H2020
  grant_number: '899354'
  name: Quantum Local Area Networks with Superconducting Qubits
- _id: 26336814-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '758053'
  name: A Fiber Optic Transceiver for Superconducting Qubits
- _id: 5b807754-ab3d-11f0-914f-ff8c34502cc9
  grant_number: '101248662'
  name: Integrated optical coupling for low loss electro-optic interconnects
- _id: 91aaf765-16d5-11f0-9cad-a8e7e44cccb7
  grant_number: '101187231'
  name: 'Cavity-Integrated Electro-Optics: Measuring, Converting and Manipulating
    Microwaves with Light'
- _id: bdb108fd-d553-11ed-ba76-83dc74a9864f
  grant_number: F07105
  name: QUANTUM INFORMATION SYSTEMS BEYOND CLASSICAL CAPABILITIES / P5- Integration
    of Superconducting Quantum Circuits
- _id: bdb7cfc1-d553-11ed-ba76-d2eaab167738
  grant_number: '101080139'
  name: Open Superconducting Quantum Computers (OpenSuperQPlus)
- _id: 9B861AAC-BA93-11EA-9121-9846C619BF3A
  name: NOMIS Fellowship Program
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '19073'
    relation: part_of_dissertation
    status: public
  - id: '21870'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Johannes M
  full_name: Fink, Johannes M
  id: 4B591CBA-F248-11E8-B48F-1D18A9856A87
  last_name: Fink
  orcid: 0000-0001-8112-028X
title: Interfacing superconducting qubits with optical photons
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: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: repository
OA_type: green
_id: '21870'
abstract:
- lang: eng
  text: Superconducting qubits are a leading candidate for utility-scale quantum computing
    due to their fast gate speeds and steadily decreasing error rates. The requirement
    for millikelvin operating temperatures, however, creates a significant scaling
    bottleneck. Modular architectures using optical fiber links could bridge separate
    cryogenic nodes, but superconducting circuits do not have coherent optical transitions
    and microwave-to-optical conversion has not been shown for any non-classical photon
    state. In this work, we demonstrate the on-demand generation and tomographic reconstruction
    of itinerant single microwave photons at 8.9 GHz from a superconducting qubit.
    We upconvert this non-Gaussian state with a transducer added noise below 0.012
    quanta and count the converted telecom photons at 193.4 THz with a signal-to-noise
    ratio of up to 5.1$\pm$1.1. We characterize the trade-offs between throughput
    and noise, and establish a viable path toward heralded entanglement distribution
    and gate teleportation. Looking ahead, these results empower existing superconducting
    devices to take a key role in distributed quantum technologies and heterogeneous
    quantum systems.
acknowledgement: "We thank Fritz Diorico and Onur Hosten who suggested the filter
  cavity design, and gave important insights about the assembly and the testing of
  the FabryPerot filter cavities. Ekatrina Fedotova and Diego A.\r\nLancheros Naranjo
  worked on the filter cavity setup in\r\nthe early stages of this work. Gustavo Wiederhecker
  and\r\nYiewen Chu provided insights as to the origins of the\r\nobserved optical
  noise and Nicola Carlon Zambon suggested using telecom filters to mitigate it further.
  This\r\nwork was supported by the European Research Council under grant agreement
  no. 101089099 (ERC CoG\r\ncQEO), and 101248662 (ERC POC CoupledEOT), the\r\nEuropean
  Unions Horizon 2020 research and innovation\r\nprogram under grant agreement no.
  899354 (FETopen\r\nSuperQuLAN), the European Innovation Council no.\r\n101187231
  (PathfinderOpen CIELO), and the Austrian\r\nScience Fund (FWF) no. F7105 (SFB BeyondC).
  J.F.\r\nand L.K. acknowledge support from the Horizon Europe\r\nProgram HORIZON-CL4-2022-QUANTUM-01-SGA
  via\r\nProject No. 101113946 OpenSuperQPlus100. A.M. acknowledges support from the
  NOMIS-ISTA fellowship."
article_processing_charge: No
arxiv: 1
author:
- first_name: Thomas
  full_name: Werner, Thomas
  id: 1fcd8497-dba3-11ea-a45e-c6fbd715f7c7
  last_name: Werner
  orcid: 0009-0001-2346-5236
- first_name: Erfan
  full_name: Riyazi, Erfan
  id: 53322f94-5355-11ee-ae5a-ff6f81c87d51
  last_name: Riyazi
- first_name: Samarth
  full_name: Hawaldar, Samarth
  id: 221708e1-1ff6-11ee-9fa6-85146607433e
  last_name: Hawaldar
  orcid: 0000-0002-1965-4309
- first_name: Rishabh
  full_name: Sahu, Rishabh
  id: 47D26E34-F248-11E8-B48F-1D18A9856A87
  last_name: Sahu
  orcid: 0000-0001-6264-2162
- first_name: Georg M
  full_name: Arnold, Georg M
  id: 3770C838-F248-11E8-B48F-1D18A9856A87
  last_name: Arnold
  orcid: 0000-0003-1397-7876
- first_name: Paul Falthansl-Scheinecker
  full_name: Paul Falthansl-Scheinecker, Paul Falthansl-Scheinecker
  last_name: Paul Falthansl-Scheinecker
- first_name: Jennifer A. Sánchez
  full_name: Naranjo, Jennifer A. Sánchez
  last_name: Naranjo
- first_name: Dante
  full_name: Loi, Dante
  last_name: Loi
- first_name: Lucky N.
  full_name: Kapoor, Lucky N.
  last_name: Kapoor
- first_name: Martin
  full_name: Zemlicka, Martin
  id: 2DCF8DE6-F248-11E8-B48F-1D18A9856A87
  last_name: Zemlicka
  orcid: 0009-0005-0878-3032
- first_name: Liu
  full_name: Qiu, Liu
  id: 45e99c0d-1eb1-11eb-9b96-ed8ab2983cac
  last_name: Qiu
  orcid: 0000-0003-4345-4267
- first_name: Andrei
  full_name: Militaru, Andrei
  id: d67706f8-8eb1-11ee-ad1b-9c30dfa19e0b
  last_name: Militaru
- first_name: Johannes M
  full_name: Fink, Johannes M
  id: 4B591CBA-F248-11E8-B48F-1D18A9856A87
  last_name: Fink
  orcid: 0000-0001-8112-028X
citation:
  ama: Werner T, Riyazi E, Hawaldar S, et al. Electro-optic conversion of itinerant
    Fock states. <i>arXiv</i>. doi:<a href="https://doi.org/10.48550/arXiv.2602.00928">10.48550/arXiv.2602.00928</a>
  apa: Werner, T., Riyazi, E., Hawaldar, S., Sahu, R., Arnold, G. M., Paul Falthansl-Scheinecker,
    P. F.-S., … Fink, J. M. (n.d.). Electro-optic conversion of itinerant Fock states.
    <i>arXiv</i>. <a href="https://doi.org/10.48550/arXiv.2602.00928">https://doi.org/10.48550/arXiv.2602.00928</a>
  chicago: Werner, Thomas, Erfan Riyazi, Samarth Hawaldar, Rishabh Sahu, Georg M Arnold,
    Paul Falthansl-Scheinecker Paul Falthansl-Scheinecker, Jennifer A. Sánchez Naranjo,
    et al. “Electro-Optic Conversion of Itinerant Fock States.” <i>ArXiv</i>, n.d.
    <a href="https://doi.org/10.48550/arXiv.2602.00928">https://doi.org/10.48550/arXiv.2602.00928</a>.
  ieee: T. Werner <i>et al.</i>, “Electro-optic conversion of itinerant Fock states,”
    <i>arXiv</i>. .
  ista: Werner T, Riyazi E, Hawaldar S, Sahu R, Arnold GM, Paul Falthansl-Scheinecker
    PF-S, Naranjo JAS, Loi D, Kapoor LN, Zemlicka M, Qiu L, Militaru A, Fink JM. Electro-optic
    conversion of itinerant Fock states. arXiv, <a href="https://doi.org/10.48550/arXiv.2602.00928">10.48550/arXiv.2602.00928</a>.
  mla: Werner, Thomas, et al. “Electro-Optic Conversion of Itinerant Fock States.”
    <i>ArXiv</i>, doi:<a href="https://doi.org/10.48550/arXiv.2602.00928">10.48550/arXiv.2602.00928</a>.
  short: T. Werner, E. Riyazi, S. Hawaldar, R. Sahu, G.M. Arnold, P.F.-S. Paul Falthansl-Scheinecker,
    J.A.S. Naranjo, D. Loi, L.N. Kapoor, M. Zemlicka, L. Qiu, A. Militaru, J.M. Fink,
    ArXiv (n.d.).
corr_author: '1'
date_created: 2026-05-12T13:58:18Z
date_published: 2026-01-31T00:00:00Z
date_updated: 2026-05-20T13:35:42Z
day: '31'
department:
- _id: JoFi
- _id: GradSch
doi: 10.48550/arXiv.2602.00928
ec_funded: 1
external_id:
  arxiv:
  - '2602.00928'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2602.00928
month: '01'
oa: 1
oa_version: Preprint
project:
- _id: bdadfa0d-d553-11ed-ba76-fb85edbd456a
  grant_number: '101089099'
  name: 'Cavity Quantum Electro Optics: Microwave photonics with nonclassical states'
- _id: 5b807754-ab3d-11f0-914f-ff8c34502cc9
  grant_number: '101248662'
  name: Integrated optical coupling for low loss electro-optic interconnects
- _id: 9B868D20-BA93-11EA-9121-9846C619BF3A
  call_identifier: H2020
  grant_number: '899354'
  name: Quantum Local Area Networks with Superconducting Qubits
- _id: 91aaf765-16d5-11f0-9cad-a8e7e44cccb7
  grant_number: '101187231'
  name: 'Cavity-Integrated Electro-Optics: Measuring, Converting and Manipulating
    Microwaves with Light'
- _id: 26927A52-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: F07105
  name: Integrating superconducting quantum circuits
- _id: 9B861AAC-BA93-11EA-9121-9846C619BF3A
  name: NOMIS Fellowship Program
publication: arXiv
publication_status: draft
related_material:
  record:
  - id: '21863'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Electro-optic conversion of itinerant Fock states
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: preprint
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
_id: '21923'
abstract:
- lang: eng
  text: "The appearance of simulated natural phenomena heavily depends on the way
    surfaces are textured. However, applying texture maps to dynamic deformable surfaces
    presents a significant challenge, due to ever-shifting differences in length scales
    involved. When these surfaces move and advect the texture along with them, their
    final appearance degrades as deformed regions dramatically distort their texture
    map. Modifications to the texture directly at the pixel level in response to the
    deformation may introduce ghosting artifacts and look unnatural. In the real world,
    the appearance of surface details on a deforming material changes through the
    interplay of physical processes such as rupturing, exposure of internal structure,
    or wrinkling. Motivated by these behaviors, in this work we explore how physical
    principles can guide the texturing methods based on the measure of surface deformation.\r\nWe
    present two novel wave-based procedural texturing algorithms which reproduce common
    physical properties like advection and self-similarity, enabling the plausible
    animation of deforming objects with extreme texture map distortions. Our algorithms
    are fully procedural, require no actual physics simulation, and store no state
    or history of deformation besides the input UV map, making them highly parallelizable
    on the GPU and efficient enough for real-time applications. We show the versatility
    of the method by animating physical phenomena with extreme deformations such as
    flowing lava, stretching putty and outpouring sludge."
acknowledged_ssus:
- _id: ScienComp
acknowledgement: "We thank the anonymous reviewers for their helpful comments, the
  members of the Visual Computing Group at ISTA for their feedback. We also thank
  Jonathan Gagnon for their help with running the Lapped Textures codes and SideFX
  for the Houdini Education software licenses.\r\nImages in Fig. 2 by Kisoulou and
  Vultured on Unsplash, Michal Jarmoluk and Public Domain Pictures from Pixabay and
  Hawai‘i Volcanoes NPS on flickr. This research was supported by the Scientific Service
  Units (SSU) of ISTA through resources provided by Scientific Computing and was funded
  in part by the European Union (ERC-2021-COG 101045083 CoDiNA)."
article_number: '154'
article_processing_charge: Yes
article_type: original
author:
- first_name: Aleksei
  full_name: Kalinov, Aleksei
  id: 44b7120e-eb97-11eb-a6c2-e1557aa81d02
  last_name: Kalinov
  orcid: 0000-0003-2189-3904
- first_name: Mickaël
  full_name: Ly, Mickaël
  id: 6340d7f0-b48d-11eb-b10d-b7487e71d9f1
  last_name: Ly
- first_name: Christian
  full_name: Hafner, Christian
  id: 400429CC-F248-11E8-B48F-1D18A9856A87
  last_name: Hafner
- first_name: Christopher J
  full_name: Wojtan, Christopher J
  id: 3C61F1D2-F248-11E8-B48F-1D18A9856A87
  last_name: Wojtan
  orcid: 0000-0001-6646-5546
citation:
  ama: Kalinov A, Ly M, Hafner C, Wojtan C. Physics-inspired procedural texturing
    of extremely deformable surfaces. <i>ACM Transactions on Graphics</i>. 45(4).
    doi:<a href="https://doi.org/10.1145/3811353">10.1145/3811353</a>
  apa: 'Kalinov, A., Ly, M., Hafner, C., &#38; Wojtan, C. (n.d.). Physics-inspired
    procedural texturing of extremely deformable surfaces. <i>ACM Transactions on
    Graphics</i>. Los Angeles, CA, United States: ACM. <a href="https://doi.org/10.1145/3811353">https://doi.org/10.1145/3811353</a>'
  chicago: Kalinov, Aleksei, Mickaël Ly, Christian Hafner, and Chris Wojtan. “Physics-Inspired
    Procedural Texturing of Extremely Deformable Surfaces.” <i>ACM Transactions on
    Graphics</i>. ACM, n.d. <a href="https://doi.org/10.1145/3811353">https://doi.org/10.1145/3811353</a>.
  ieee: A. Kalinov, M. Ly, C. Hafner, and C. Wojtan, “Physics-inspired procedural
    texturing of extremely deformable surfaces,” <i>ACM Transactions on Graphics</i>,
    vol. 45, no. 4. ACM.
  ista: Kalinov A, Ly M, Hafner C, Wojtan C. Physics-inspired procedural texturing
    of extremely deformable surfaces. ACM Transactions on Graphics. 45(4), 154.
  mla: Kalinov, Aleksei, et al. “Physics-Inspired Procedural Texturing of Extremely
    Deformable Surfaces.” <i>ACM Transactions on Graphics</i>, vol. 45, no. 4, 154,
    ACM, doi:<a href="https://doi.org/10.1145/3811353">10.1145/3811353</a>.
  short: A. Kalinov, M. Ly, C. Hafner, C. Wojtan, ACM Transactions on Graphics 45
    (n.d.).
conference:
  end_date: 2026-07-23
  location: Los Angeles, CA, United States
  name: 'SIGGRAPH: International Conference and Exhibition on Computer Graphics and
    Interactive Techniques'
  start_date: 2026-07-19
corr_author: '1'
date_created: 2026-05-29T13:25:16Z
date_published: 2026-07-01T00:00:00Z
date_updated: 2026-06-02T08:56:50Z
day: '01'
ddc:
- '006'
department:
- _id: GradSch
- _id: ChWo
doi: 10.1145/3811353
file:
- access_level: open_access
  checksum: ea165bf731ddd3045f83878dcb833672
  content_type: video/mp4
  creator: akalinov
  date_created: 2026-05-29T13:19:33Z
  date_updated: 2026-05-29T13:19:33Z
  file_id: '21924'
  file_name: tog454-article154-supplemental.mp4
  file_size: 77337231
  relation: main_file
  success: 1
- access_level: open_access
  checksum: 6274cfb15ea5ba7324b74afc7b0d9629
  content_type: video/mp4
  creator: akalinov
  date_created: 2026-05-29T13:19:37Z
  date_updated: 2026-05-29T13:19:37Z
  file_id: '21925'
  file_name: tog454-article154-video.mp4
  file_size: 226633977
  relation: main_file
  success: 1
- access_level: open_access
  checksum: 9d41b322a7876be9a3311017b9973183
  content_type: application/pdf
  creator: akalinov
  date_created: 2026-05-29T13:19:33Z
  date_updated: 2026-05-29T13:19:33Z
  file_id: '21926'
  file_name: tog454-article154-supplemental.pdf
  file_size: 6793867
  relation: main_file
  success: 1
- access_level: open_access
  checksum: 51bc60d2de867fbfa570652dec7993b4
  content_type: application/pdf
  creator: akalinov
  date_created: 2026-05-29T13:19:36Z
  date_updated: 2026-05-29T13:19:36Z
  file_id: '21927'
  file_name: tog454-article154-main-1.pdf
  file_size: 84173392
  relation: main_file
  success: 1
file_date_updated: 2026-05-29T13:19:37Z
has_accepted_license: '1'
intvolume: '        45'
issue: '4'
keyword:
- Procedural animation
language:
- iso: eng
month: '07'
oa: 1
oa_version: Accepted Version
project:
- _id: 34bc2376-11ca-11ed-8bc3-9a3b3961a088
  grant_number: '101045083'
  name: Computational Discovery of Numerical Algorithms for Animation and Simulation
    of Natural Phenomena
publication: ACM Transactions on Graphics
publication_identifier:
  issn:
  - 0730-0301
publication_status: inpress
publisher: ACM
quality_controlled: '1'
status: public
title: Physics-inspired procedural texturing of extremely deformable surfaces
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: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 45
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '21917'
abstract:
- lang: eng
  text: A defining feature of quantum many-body systems is the exponential scaling
    of the Hilbert space with the number of degrees of freedom. This exponential complexity
    naïvely renders a complete state characterization, for instance via the complete
    set of bipartite Renyi entropies for all disjoint regions, a challenging task.
    Recently, a compact way of storing subregions' purities by encoding them as amplitudes
    of a fictitious quantum wave function, known as entanglement feature, was proposed.
    Notably, the entanglement feature can be a simple object even for highly entangled
    quantum states. However the complexity and practical usage of the entanglement
    feature for general quantum states has not been explored. In this work, we demonstrate
    that the entanglement feature can be efficiently learned using only a polynomial
    amount of samples in the number of degrees of freedom through the so-called tensor
    cross interpolation (TCI) algorithm, assuming it is expressible as a finite bond
    dimension MPS. We benchmark this learning process on Haar and random MPS states,
    confirming analytic expectations. Applying the TCI algorithm to quantum eigenstates
    of various one dimensional quantum systems, we identify cases where eigenstates
    have entanglement feature learnable with TCI. We conclude with possible applications
    of the learned entanglement feature, such as quantifying the distance between
    different entanglement patterns and finding the optimal one-dimensional ordering
    of physical indices in a given state, highlighting the potential utility of the
    proposed purity interpolation method.
acknowledgement: "We acknowledge useful discussions with Richard Küng\r\non the interpolation
  methods and error spreading, Ilia\r\nA. Luchnikov, Margarita Davydova, and, in particular,
  Hiroshi Shinaoka, Marc Ritter, Yuriel Nuñez\r\nfor useful discussions about TCI
  and the various\r\nworkarounds within the TensorCrossInterpolation.jl\r\nlibrary.
  We also acknowledge the comments of anonymous Referee B, that encouraged us to expand
  the\r\nmanuscript with discussion of additional applications\r\nof entanglement
  feature in Section 4.3. M.S. acknowledges discussions with D. V. Savostyanov at
  the 2nd\r\nInternational Quantum Tensor Networks (IQTN) plenary meeting at Flatiron
  Institute’s Center for Computational Quantum Physics (CCQ) for introduction\r\nto
  the TCI approach. D.K and M.S. acknowledge support by the European Research Council
  (ERC) under We acknowledge useful discussions with Richard Küng\r\non the interpolation
  methods and error spreading, Ilia\r\nA. Luchnikov, Margarita Davydova, and, in particular,
  Hiroshi Shinaoka, Marc Ritter, Yuriel Nuñez\r\nfor useful discussions about TCI
  and the various\r\nworkarounds within the TensorCrossInterpolation.jl\r\nlibrary.
  We also acknowledge the comments of anonymous Referee B, that encouraged us to expand
  the\r\nmanuscript with discussion of additional applications\r\nof entanglement
  feature in Section 4.3. M.S. acknowledges discussions with D. V. Savostyanov at
  the 2nd\r\nInternational Quantum Tensor Networks (IQTN) plenary meeting at Flatiron
  Institute’s Center for Computational Quantum Physics (CCQ) for introduction\r\nto
  the TCI approach. D.K and M.S. acknowledge support by the European Research Council
  (ERC) under We acknowledge useful discussions with Richard Küng\r\non the interpolation
  methods and error spreading, Ilia\r\nA. Luchnikov, Margarita Davydova, and, in particular,
  Hiroshi Shinaoka, Marc Ritter, Yuriel Nuñez\r\nfor useful discussions about TCI
  and the various\r\nworkarounds within the TensorCrossInterpolation.jl\r\nlibrary.
  We also acknowledge the comments of anonymous Referee B, that encouraged us to expand
  the\r\nmanuscript with discussion of additional applications\r\nof entanglement
  feature in Section 4.3. M.S. acknowledges discussions with D. V. Savostyanov at
  the 2nd\r\nInternational Quantum Tensor Networks (IQTN) plenary meeting at Flatiron
  Institute’s Center for Computational Quantum Physics (CCQ) for introduction\r\nto
  the TCI approach. D.K and M.S. acknowledge support by the European Research Council
  (ERC) under the European Union’s Horizon 2020 research and innovation program (Grant
  Agreement No. 850899).\r\nR.V. acknowledges partial support from the US Department
  of Energy, Office of Science, Basic Energy\r\nSciences, under award No. DE-SC0023999,
  and the\r\nSwiss National Science Foundation (grant 10008234).\r\nThis research
  was supported in part by grant NSF\r\nPHY-2309135 to the Kavli Institute for Theoretical\r\nPhysics
  (KITP)"
article_number: '2114'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Dmytro
  full_name: Kolisnyk, Dmytro
  id: 530a7320-5355-11ee-ae5a-82a46997aaa7
  last_name: Kolisnyk
  orcid: 0000-0002-8612-8202
- first_name: Raimel A
  full_name: Medina Ramos, Raimel A
  id: CE680B90-D85A-11E9-B684-C920E6697425
  last_name: Medina Ramos
  orcid: 0000-0002-5383-2869
- first_name: Romain
  full_name: Vasseur, Romain
  last_name: Vasseur
- first_name: Maksym
  full_name: Serbyn, Maksym
  id: 47809E7E-F248-11E8-B48F-1D18A9856A87
  last_name: Serbyn
  orcid: 0000-0002-2399-5827
citation:
  ama: Kolisnyk D, Medina Ramos RA, Vasseur R, Serbyn M. Tensor cross interpolation
    of purities in quantum many-body systems. <i>Quantum</i>. 2026;10. doi:<a href="https://doi.org/10.22331/q-2026-05-22-2114">10.22331/q-2026-05-22-2114</a>
  apa: Kolisnyk, D., Medina Ramos, R. A., Vasseur, R., &#38; Serbyn, M. (2026). Tensor
    cross interpolation of purities in quantum many-body systems. <i>Quantum</i>.
    Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften.
    <a href="https://doi.org/10.22331/q-2026-05-22-2114">https://doi.org/10.22331/q-2026-05-22-2114</a>
  chicago: Kolisnyk, Dmytro, Raimel A Medina Ramos, Romain Vasseur, and Maksym Serbyn.
    “Tensor Cross Interpolation of Purities in Quantum Many-Body Systems.” <i>Quantum</i>.
    Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften,
    2026. <a href="https://doi.org/10.22331/q-2026-05-22-2114">https://doi.org/10.22331/q-2026-05-22-2114</a>.
  ieee: D. Kolisnyk, R. A. Medina Ramos, R. Vasseur, and M. Serbyn, “Tensor cross
    interpolation of purities in quantum many-body systems,” <i>Quantum</i>, vol.
    10. Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften,
    2026.
  ista: Kolisnyk D, Medina Ramos RA, Vasseur R, Serbyn M. 2026. Tensor cross interpolation
    of purities in quantum many-body systems. Quantum. 10, 2114.
  mla: Kolisnyk, Dmytro, et al. “Tensor Cross Interpolation of Purities in Quantum
    Many-Body Systems.” <i>Quantum</i>, vol. 10, 2114, Verein zur Förderung des Open
    Access Publizierens in den Quantenwissenschaften, 2026, doi:<a href="https://doi.org/10.22331/q-2026-05-22-2114">10.22331/q-2026-05-22-2114</a>.
  short: D. Kolisnyk, R.A. Medina Ramos, R. Vasseur, M. Serbyn, Quantum 10 (2026).
corr_author: '1'
date_created: 2026-05-26T19:39:12Z
date_published: 2026-05-22T00:00:00Z
date_updated: 2026-06-02T09:15:13Z
day: '22'
ddc:
- '530'
department:
- _id: MaSe
- _id: GradSch
doi: 10.22331/q-2026-05-22-2114
ec_funded: 1
external_id:
  arxiv:
  - '2503.17230'
file:
- access_level: open_access
  checksum: f8ce78607ad06120cdf894dc8cef55da
  content_type: application/pdf
  creator: dernst
  date_created: 2026-06-02T09:12:11Z
  date_updated: 2026-06-02T09:12:11Z
  file_id: '21939'
  file_name: 2026_Quantum_Kolisnyk.pdf
  file_size: 3284798
  relation: main_file
  success: 1
file_date_updated: 2026-06-02T09:12:11Z
has_accepted_license: '1'
intvolume: '        10'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
project:
- _id: 23841C26-32DE-11EA-91FC-C7463DDC885E
  call_identifier: H2020
  grant_number: '850899'
  name: 'Non-Ergodic Quantum Matter: Universality, Dynamics and Control'
publication: Quantum
publication_identifier:
  eissn:
  - 2521-327X
publication_status: published
publisher: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften
quality_controlled: '1'
status: public
title: Tensor cross interpolation of purities in quantum many-body systems
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: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 10
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '21929'
abstract:
- lang: eng
  text: 'The import of proteins into mitochondria poses fundamental mechanistic challenges:
    aggregation-prone precursor proteins must be maintained in aqueous compartments
    and threaded through narrow pores without becoming stuck or mislocalized. Recent
    evidence from mitochondrial protein import studies and other chaperone systems
    underscores the critical role of dynamics in balancing sufficiently tight binding,
    promiscuity, specificity, and release. Dynamic binding of client precursor proteins
    to import machinery components arises naturally from the avidity of their interactions.
    Conformational entropy enhances their stability, while the multivalent nature
    of these interactions ensures that client transfer to downstream insertases occurs
    without a substantial energy barrier. Here, we discuss this emerging paradigm
    of dynamic protein handling, using examples where dynamic structures have been
    resolved and highlight outstanding questions.'
acknowledgement: We gratefully acknowledge research funding by the Austrian Science
  Fund (FWF), projects 10.55776/PAT1647625 and 10.55776/I6223. We thank Prof. Long
  Li (Peking University) for providing structural models and EM density for the TOM
  and TIM23 complexes, used to generate part of Figure 3. Open Access funding provided
  by Institute of Science and Technology Austria.
article_number: e70630
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Jakob
  full_name: Schneider, Jakob
  id: 64368429-eb97-11eb-a6c2-c980b1f44415
  last_name: Schneider
- first_name: Undina
  full_name: Guillerm, Undina
  id: bb74f472-ae54-11eb-9835-bc9c22fb1183
  last_name: Guillerm
- first_name: Caroline
  full_name: Simoes Pereira, Caroline
  id: 87266c4a-96d2-11ef-be2c-fe5633233ec3
  last_name: Simoes Pereira
- first_name: Paul
  full_name: Schanda, Paul
  id: 7B541462-FAF6-11E9-A490-E8DFE5697425
  last_name: Schanda
  orcid: 0000-0002-9350-7606
citation:
  ama: Schneider J, Guillerm U, Simoes Pereira C, Schanda P. Dynamic disorder is crucial
    for mitochondrial protein import. <i>Protein Science</i>. 2026;35(6). doi:<a href="https://doi.org/10.1002/pro.70630">10.1002/pro.70630</a>
  apa: Schneider, J., Guillerm, U., Simoes Pereira, C., &#38; Schanda, P. (2026).
    Dynamic disorder is crucial for mitochondrial protein import. <i>Protein Science</i>.
    Wiley. <a href="https://doi.org/10.1002/pro.70630">https://doi.org/10.1002/pro.70630</a>
  chicago: Schneider, Jakob, Undina Guillerm, Caroline Simoes Pereira, and Paul Schanda.
    “Dynamic Disorder Is Crucial for Mitochondrial Protein Import.” <i>Protein Science</i>.
    Wiley, 2026. <a href="https://doi.org/10.1002/pro.70630">https://doi.org/10.1002/pro.70630</a>.
  ieee: J. Schneider, U. Guillerm, C. Simoes Pereira, and P. Schanda, “Dynamic disorder
    is crucial for mitochondrial protein import,” <i>Protein Science</i>, vol. 35,
    no. 6. Wiley, 2026.
  ista: Schneider J, Guillerm U, Simoes Pereira C, Schanda P. 2026. Dynamic disorder
    is crucial for mitochondrial protein import. Protein Science. 35(6), e70630.
  mla: Schneider, Jakob, et al. “Dynamic Disorder Is Crucial for Mitochondrial Protein
    Import.” <i>Protein Science</i>, vol. 35, no. 6, e70630, Wiley, 2026, doi:<a href="https://doi.org/10.1002/pro.70630">10.1002/pro.70630</a>.
  short: J. Schneider, U. Guillerm, C. Simoes Pereira, P. Schanda, Protein Science
    35 (2026).
corr_author: '1'
date_created: 2026-05-31T22:02:12Z
date_published: 2026-06-01T00:00:00Z
date_updated: 2026-06-02T07:26:34Z
day: '01'
ddc:
- '572'
department:
- _id: GradSch
- _id: PaSc
doi: 10.1002/pro.70630
external_id:
  pmid:
  - '42159315'
file:
- access_level: open_access
  checksum: e0163459a7238fdcc3fc5e17bedcce9a
  content_type: application/pdf
  creator: dernst
  date_created: 2026-06-02T07:23:12Z
  date_updated: 2026-06-02T07:23:12Z
  file_id: '21937'
  file_name: 2026_ProteinScience_Schneider.pdf
  file_size: 3897305
  relation: main_file
  success: 1
file_date_updated: 2026-06-02T07:23:12Z
has_accepted_license: '1'
intvolume: '        35'
issue: '6'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: bdb9578d-d553-11ed-ba76-ed5d39fce6f0
  grant_number: I06223
  name: Structure and mechanism of the mitochondrial MIM insertase
publication: Protein Science
publication_identifier:
  eissn:
  - 1469-896X
  issn:
  - 0961-8368
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: Dynamic disorder is crucial for mitochondrial protein import
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: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 35
year: '2026'
...
---
_id: '21145'
abstract:
- lang: eng
  text: 'Protein conformational energy landscapes are shaped not only by intramolecular
    interactions but also by their environment. In protein crystals and protein-protein
    complexes, intermolecular contacts alter this energy landscape, but the exact
    nature of this alteration is difficult to decipher. Understanding how the crystal
    lattice affects protein dynamics is crucial for crystallography-based studies
    of motion, yet its influence on collective motions remains unclear. Aromatic ring
    flips in the hydrophobic core represent sensitive probes of such dynamics. Here,
    we compare the kinetics of aromatic ring flips in the protein GB1 in crystals,
    in complex with its binding partner IgG, and in solution, combining advanced isotope
    labeling with quantitative NMR methods. We show that rings in the core flip nearly
    a thousand times less frequently in crystals than in solution. Enhanced-sampling
    molecular dynamics simulations, based on a new crystal structure, reproduce these
    elevated barriers and reveal how the crystal restrains motions. '
acknowledged_ssus:
- _id: NMR
- _id: LifeSc
acknowledgement: "We thank Nikolai R. Skrynnikov and Olga O. Lebedenko (St. Petersburg)
  for insightful discussions and for performing exploratory MD simulations. We are
  grateful to Tobias Schubeis (Lyon) for advice with GB1 crystallization, and Rebecca
  Schmid for initial crystallization trials.\r\nWe thank Sebastian Falkner for assistance
  with constructing the structural model of the IgG:GB1 complex.\r\nThis research
  was supported by the Scientific Service Units (SSU) of Institute of Science and
  Technology Austria (ISTA) through resources provided by the Nuclear Magnetic Resonance
  and the Lab Support Facilities. We thank Petra Rovó and Margarita Valhondo Falcón
  for excellent support of the NMR facility.\r\nLea M. Becker is recipient of a DOC
  fellowship of the Austrian Academy of Sciences at the Institute of Science and Technology
  Austria (grant no. PR10660EAW01). Christophe Chipot acknowledges the European Research
  Council (grant project 101097272 ``MilliInMicro'') and the Métropole du Grand Nancy
  (grant project ``ARC''). BM07-FIP2 is supported by the French ANR PIA3 (France 2030)
  EquipEx+ project MAGNIFIX under grant agreement ANR-21-ESRE-0011."
article_processing_charge: No
author:
- first_name: Lea Marie
  full_name: Becker, Lea Marie
  id: 36336939-eb97-11eb-a6c2-c83f1214ca79
  last_name: Becker
  orcid: 0000-0002-6401-5151
- first_name: Paul
  full_name: Schanda, Paul
  id: 7B541462-FAF6-11E9-A490-E8DFE5697425
  last_name: Schanda
  orcid: 0000-0002-9350-7606
- first_name: Christophe
  full_name: Chipot, Christophe
  last_name: Chipot
citation:
  ama: Becker LM, Schanda P, Chipot C. Additional Data for “Aromatic Ring Flips Reveal
    Reshaping of Protein Dynamics in Crystals and Complexes.” 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-21145">10.15479/AT-ISTA-21145</a>
  apa: Becker, L. M., Schanda, P., &#38; Chipot, C. (2026). Additional Data for “Aromatic
    Ring Flips Reveal Reshaping of Protein Dynamics in Crystals and Complexes.” Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21145">https://doi.org/10.15479/AT-ISTA-21145</a>
  chicago: Becker, Lea Marie, Paul Schanda, and Christophe Chipot. “Additional Data
    for ‘Aromatic Ring Flips Reveal Reshaping of Protein Dynamics in Crystals and
    Complexes.’” Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21145">https://doi.org/10.15479/AT-ISTA-21145</a>.
  ieee: L. M. Becker, P. Schanda, and C. Chipot, “Additional Data for ‘Aromatic Ring
    Flips Reveal Reshaping of Protein Dynamics in Crystals and Complexes.’” Institute
    of Science and Technology Austria, 2026.
  ista: Becker LM, Schanda P, Chipot C. 2026. Additional Data for ‘Aromatic Ring Flips
    Reveal Reshaping of Protein Dynamics in Crystals and Complexes’, Institute of
    Science and Technology Austria, <a href="https://doi.org/10.15479/AT-ISTA-21145">10.15479/AT-ISTA-21145</a>.
  mla: Becker, Lea Marie, et al. <i>Additional Data for “Aromatic Ring Flips Reveal
    Reshaping of Protein Dynamics in Crystals and Complexes.”</i> Institute of Science
    and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-21145">10.15479/AT-ISTA-21145</a>.
  short: L.M. Becker, P. Schanda, C. Chipot, (2026).
contributor:
- contributor_type: researcher
  first_name: Haohao
  last_name: Fu
- contributor_type: researcher
  first_name: Benjamin
  id: 71cda2f3-e604-11ee-a1df-da10587eda3f
  last_name: Tatman
- contributor_type: researcher
  first_name: Matthias
  last_name: Dreydoppel
- contributor_type: researcher
  first_name: Anna
  id: 9fb2a840-89e1-11ee-a8b7-cc5c7ba62471
  last_name: Kapitonova
- contributor_type: researcher
  first_name: Daniel
  id: 302BADF6-85FC-11EA-9E3B-B9493DDC885E
  last_name: Balazs
  orcid: 0000-0001-7597-043X
- contributor_type: researcher
  first_name: Ulrich
  last_name: Weininger
- contributor_type: researcher
  first_name: Sylvain
  last_name: Engilberge
corr_author: '1'
date_created: 2026-02-05T13:54:39Z
date_published: 2026-02-09T00:00:00Z
date_updated: 2026-06-10T08:25:16Z
day: '09'
ddc:
- '572'
department:
- _id: GradSch
- _id: PaSc
doi: 10.15479/AT-ISTA-21145
file:
- access_level: open_access
  checksum: 02a419cce8cea450bc952f35488d2df5
  content_type: text/plain
  creator: lbecker
  date_created: 2026-02-05T13:52:37Z
  date_updated: 2026-02-05T13:52:37Z
  file_id: '21146'
  file_name: README.txt
  file_size: 4263
  relation: table_of_contents
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  checksum: b0b82b1aa73985b0b308a3fa52d21aea
  content_type: application/zip
  creator: lbecker
  date_created: 2026-02-05T13:52:41Z
  date_updated: 2026-02-05T13:52:41Z
  file_id: '21147'
  file_name: Research_Data.zip
  file_size: 50647107
  relation: main_file
  success: 1
file_date_updated: 2026-02-05T13:52:41Z
has_accepted_license: '1'
license: https://creativecommons.org/licenses/by-nc/4.0/
month: '02'
oa: 1
oa_version: Published Version
project:
- _id: 7be609c4-9f16-11ee-852c-85015ce2b9b0
  grant_number: '26777'
  name: Exploring protein dynamics by solid-state MAS NMR through specific labeling
    approaches
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '20641'
    relation: earlier_version
    status: public
status: public
title: Additional Data for "Aromatic Ring Flips Reveal Reshaping of Protein Dynamics
  in Crystals and Complexes"
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: research_data
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '20840'
abstract:
- lang: eng
  text: Probing the possibility of entanglement generation through gravity offers
    a path to tackle the question of whether gravitational fields possess a quantum
    mechanical nature. A potential realization necessitates systems with low-frequency
    dynamics at an optimal mass scale, for which the microgram-to-milligram range
    is a strong contender. Here, after refining a figure-of-merit for the problem,
    we present a 1-milligram torsional pendulum operating at 18 Hz. We demonstrate
    laser cooling its motion from room temperature to 240 microkelvins, surpassing
    by over 20-fold the coldest motions attained for oscillators ranging from micrograms
    to kilograms. We quantify and contrast the utility of the current approach with
    other platforms. The achieved performance and large improvement potential highlight
    milligram-scale torsional pendulums as a powerful platform for precision measurements
    relevant to future studies at the quantum-gravity interface.
acknowledgement: We thank Gerard Higgins, Andrei Militaru, Nikolai Kiesel, and Markus
  Aspelmeyer for useful discussions on the topic of the figure-of-merit. We thank
  Teodor Strömberg for helping with the additional characterizations of the optical
  lever noise. We thank Johannes Fink and Scott Waitukaitis for their helpful feedback
  on the manuscript. This work was supported by Institute of Science and Technology
  Austria and the European Research Council under Grant No. 101087907 (ERC CoG QuHAMP).
article_number: '80'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Sofya
  full_name: Agafonova, Sofya
  id: 09501ff6-dca7-11ea-a8ae-b3e0b9166e80
  last_name: Agafonova
  orcid: 0000-0003-0582-2946
- first_name: Pere
  full_name: Rosello, Pere
  last_name: Rosello
- first_name: Manuel
  full_name: Mekonnen, Manuel
  last_name: Mekonnen
- first_name: Onur
  full_name: Hosten, Onur
  id: 4C02D85E-F248-11E8-B48F-1D18A9856A87
  last_name: Hosten
  orcid: 0000-0002-2031-204X
citation:
  ama: Agafonova S, Rosello P, Mekonnen M, Hosten O. One-milligram torsional pendulum
    toward experiments at the quantum-gravity interface. <i>Communications Physics</i>.
    2026;9. doi:<a href="https://doi.org/10.1038/s42005-026-02514-w">10.1038/s42005-026-02514-w</a>
  apa: Agafonova, S., Rosello, P., Mekonnen, M., &#38; Hosten, O. (2026). One-milligram
    torsional pendulum toward experiments at the quantum-gravity interface. <i>Communications
    Physics</i>. Springer Nature. <a href="https://doi.org/10.1038/s42005-026-02514-w">https://doi.org/10.1038/s42005-026-02514-w</a>
  chicago: Agafonova, Sofia, Pere Rosello, Manuel Mekonnen, and Onur Hosten. “One-Milligram
    Torsional Pendulum toward Experiments at the Quantum-Gravity Interface.” <i>Communications
    Physics</i>. Springer Nature, 2026. <a href="https://doi.org/10.1038/s42005-026-02514-w">https://doi.org/10.1038/s42005-026-02514-w</a>.
  ieee: S. Agafonova, P. Rosello, M. Mekonnen, and O. Hosten, “One-milligram torsional
    pendulum toward experiments at the quantum-gravity interface,” <i>Communications
    Physics</i>, vol. 9. Springer Nature, 2026.
  ista: Agafonova S, Rosello P, Mekonnen M, Hosten O. 2026. One-milligram torsional
    pendulum toward experiments at the quantum-gravity interface. Communications Physics.
    9, 80.
  mla: Agafonova, Sofia, et al. “One-Milligram Torsional Pendulum toward Experiments
    at the Quantum-Gravity Interface.” <i>Communications Physics</i>, vol. 9, 80,
    Springer Nature, 2026, doi:<a href="https://doi.org/10.1038/s42005-026-02514-w">10.1038/s42005-026-02514-w</a>.
  short: S. Agafonova, P. Rosello, M. Mekonnen, O. Hosten, Communications Physics
    9 (2026).
corr_author: '1'
date_created: 2025-12-21T11:39:04Z
date_published: 2026-03-04T00:00:00Z
date_updated: 2026-06-10T08:36:06Z
day: '04'
ddc:
- '530'
department:
- _id: GradSch
- _id: OnHo
doi: 10.1038/s42005-026-02514-w
external_id:
  arxiv:
  - '2408.09445'
file:
- access_level: open_access
  checksum: 62e2175e7e3ad49260ae6a7b4e0860a2
  content_type: application/pdf
  creator: dernst
  date_created: 2026-03-16T10:07:46Z
  date_updated: 2026-03-16T10:07:46Z
  file_id: '21457'
  file_name: 2026_CommunicationsPhysics_Agafonova.pdf
  file_size: 1901772
  relation: main_file
  success: 1
file_date_updated: 2026-03-16T10:07:46Z
has_accepted_license: '1'
intvolume: '         9'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
project:
- _id: bdb2a702-d553-11ed-ba76-f12e3e5a3bc6
  grant_number: '101087907'
  name: 'A quantum hybrid of atoms and milligram-scale pendulums: towards gravitational
    quantum mechanics'
publication: Communications Physics
publication_identifier:
  eissn:
  - 2399-3650
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  record:
  - id: '20842'
    relation: research_data
    status: public
scopus_import: '1'
status: public
title: One-milligram torsional pendulum toward experiments at the quantum-gravity
  interface
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: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 9
year: '2026'
...
---
OA_place: repository
OA_type: free access
_id: '21284'
abstract:
- lang: eng
  text: The advantageous characteristics attributed to the 19F nucleus have made it
    a popular target for NMR once again in recent years. Aside from solution NMR,
    an increasing number of studies have been conducted applying solid-state magic-angle-spinning
    NMR to fluorine-labeled samples. Here, the high chemical shift anisotropy and
    strong dipolar couplings can be utilized to get structural insights into proteins
    and measure long distances. Despite increasing popularity and promising benefits,
    the sensitivity of biomolecular 19F MAS NMR often suffers from slow longitudinal
    T1 relaxation and therefore long recycle delays. In this work, we expand paramagnetic
    doping, an approach commonly used to reduce proton T1 relaxation times, to 19F-labeled
    biological samples. We study the effect of Gd(DTPA) and Gd(DTPA-BMA) on 19F and
    13C T1 and T2 relaxation in a [5-19F13C]-tryptophan-labeled protein via 19F-detected
    MAS NMR experiments. The observed paramagnetic relaxation enhancement substantially
    reduces measurement times of 19F MAS NMR experiments without compromising resolution.
    Additionally, we report the chemical-shift assignments of all four fluorotryptophan
    signals in the 12 × 39 kDa large protein using a mutagenesis approach.
acknowledged_ssus:
- _id: NMR
- _id: LifeSc
acknowledgement: We thank Ben P. Tatman for insightful discussions. This research
  was supported by the Scientific Service Units (SSU) of Institute of Science and
  Technology Austria (ISTA) through resources provided by the Nuclear Magnetic Resonance
  Facility and the Lab Support Facility.
article_processing_charge: No
author:
- first_name: Lea Marie
  full_name: Becker, Lea Marie
  id: 36336939-eb97-11eb-a6c2-c83f1214ca79
  last_name: Becker
  orcid: 0000-0002-6401-5151
- first_name: Paul
  full_name: Schanda, Paul
  id: 7B541462-FAF6-11E9-A490-E8DFE5697425
  last_name: Schanda
  orcid: 0000-0002-9350-7606
citation:
  ama: Becker LM, Schanda P. Research data for “Accelerated 19F biomolecular magic-angle
    spinning NMR with paramagnetic dopants.” 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-21284">10.15479/AT-ISTA-21284</a>
  apa: Becker, L. M., &#38; Schanda, P. (2026). Research data for “Accelerated 19F
    biomolecular magic-angle spinning NMR with paramagnetic dopants.” Institute of
    Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21284">https://doi.org/10.15479/AT-ISTA-21284</a>
  chicago: Becker, Lea Marie, and Paul Schanda. “Research Data for ‘Accelerated 19F
    Biomolecular Magic-Angle Spinning NMR with Paramagnetic Dopants.’” Institute of
    Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21284">https://doi.org/10.15479/AT-ISTA-21284</a>.
  ieee: L. M. Becker and P. Schanda, “Research data for ‘Accelerated 19F biomolecular
    magic-angle spinning NMR with paramagnetic dopants.’” Institute of Science and
    Technology Austria, 2026.
  ista: Becker LM, Schanda P. 2026. Research data for ‘Accelerated 19F biomolecular
    magic-angle spinning NMR with paramagnetic dopants’, Institute of Science and
    Technology Austria, <a href="https://doi.org/10.15479/AT-ISTA-21284">10.15479/AT-ISTA-21284</a>.
  mla: Becker, Lea Marie, and Paul Schanda. <i>Research Data for “Accelerated 19F
    Biomolecular Magic-Angle Spinning NMR with Paramagnetic Dopants.”</i> Institute
    of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-21284">10.15479/AT-ISTA-21284</a>.
  short: L.M. Becker, P. Schanda, (2026).
contributor:
- contributor_type: researcher
  first_name: Giorgia
  id: 334a5e40-8747-11f0-b671-ba1f5154b4b4
  last_name: Toscano
- contributor_type: researcher
  first_name: Anna
  id: 9fb2a840-89e1-11ee-a8b7-cc5c7ba62471
  last_name: Kapitonova
- contributor_type: researcher
  first_name: Rajkumar
  id: a3089acd-6806-11ee-bacc-f0c7d500ad20
  last_name: Singh
- contributor_type: researcher
  first_name: Undina
  id: bb74f472-ae54-11eb-9835-bc9c22fb1183
  last_name: Guillerm
- contributor_type: researcher
  first_name: Roman
  last_name: Lichtenecker
corr_author: '1'
date_created: 2026-02-17T10:17:14Z
date_published: 2026-02-18T00:00:00Z
date_updated: 2026-06-10T09:28:41Z
day: '18'
ddc:
- '541'
department:
- _id: GradSch
- _id: PaSc
doi: 10.15479/AT-ISTA-21284
file:
- access_level: open_access
  checksum: 2d3105f26be578073b88ee1f2ea0bdb1
  content_type: application/zip
  creator: lbecker
  date_created: 2026-02-17T10:11:14Z
  date_updated: 2026-02-17T10:11:14Z
  file_id: '21285'
  file_name: Research_data.zip
  file_size: 36996027
  relation: main_file
  success: 1
- access_level: open_access
  checksum: e24aebcdb8856cb181cbaa02de020ddb
  content_type: text/plain
  creator: lbecker
  date_created: 2026-02-17T10:11:14Z
  date_updated: 2026-02-17T10:11:14Z
  file_id: '21286'
  file_name: README.txt
  file_size: 1993
  relation: table_of_contents
file_date_updated: 2026-02-17T10:11:14Z
has_accepted_license: '1'
month: '2'
oa: 1
oa_version: Published Version
publisher: Institute of Science and Technology Austria
status: public
title: Research data for "Accelerated 19F biomolecular magic-angle spinning NMR with
  paramagnetic dopants"
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: research_data
user_id: 68b8ca59-c5b3-11ee-8790-cd641c68093d
year: '2026'
...
---
OA_place: repository
_id: '21360'
acknowledged_ssus:
- _id: LifeSc
- _id: Bio
acknowledgement: "I would like to acknowledge the Austrian Academy of Sciences (ÖAW)
  and European\r\nResearch Executive Agency (REA) for funding my research (DOC ÖAW
  Fellowship\r\n26130, Horizon Europe BOLERO Project 101060393). "
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Stefan
  full_name: Riegler, Stefan
  id: FF6018E0-D806-11E9-8E43-0B14E6697425
  last_name: Riegler
  orcid: 0000-0003-3413-1343
citation:
  ama: 'Riegler S. Root system plasticity under nutrient limitation : Investigating
    hormonal and molecular drivers in Arabidopsis thaliana and Coffea  species. 2026.
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  apa: 'Riegler, S. (2026). <i>Root system plasticity under nutrient limitation :
    Investigating hormonal and molecular drivers in Arabidopsis thaliana and Coffea 
    species</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21360">https://doi.org/10.15479/AT-ISTA-21360</a>'
  chicago: 'Riegler, Stefan. “Root System Plasticity under Nutrient Limitation : Investigating
    Hormonal and Molecular Drivers in Arabidopsis Thaliana and Coffea  Species.” Institute
    of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21360">https://doi.org/10.15479/AT-ISTA-21360</a>.'
  ieee: 'S. Riegler, “Root system plasticity under nutrient limitation : Investigating
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  ista: 'Riegler S. 2026. Root system plasticity under nutrient limitation : Investigating
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    of Science and Technology Austria.'
  mla: 'Riegler, Stefan. <i>Root System Plasticity under Nutrient Limitation : Investigating
    Hormonal and Molecular Drivers in Arabidopsis Thaliana and Coffea  Species</i>.
    Institute of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-21360">10.15479/AT-ISTA-21360</a>.'
  short: 'S. Riegler, Root System Plasticity under Nutrient Limitation : Investigating
    Hormonal and Molecular Drivers in Arabidopsis Thaliana and Coffea  Species, Institute
    of Science and Technology Austria, 2026.'
corr_author: '1'
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  text: The data contains information on coffee differential gene expression as well
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citation:
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    species. 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-21363">10.15479/AT-ISTA-21363</a>'
  apa: 'Riegler, S. (2026). Thesis Data for Root System Plasticity under Nutrient
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    and Coffea  species. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21363">https://doi.org/10.15479/AT-ISTA-21363</a>'
  chicago: 'Riegler, Stefan. “Thesis Data for Root System Plasticity under Nutrient
    Limitation: Investigating Hormonal and Molecular Drivers in Arabidopsis Thaliana
    and Coffea  Species.” Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21363">https://doi.org/10.15479/AT-ISTA-21363</a>.'
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    Investigating Hormonal and Molecular Drivers in Arabidopsis thaliana and Coffea 
    species.” Institute of Science and Technology Austria, 2026.'
  ista: 'Riegler S. 2026. Thesis Data for Root System Plasticity under Nutrient Limitation:
    Investigating Hormonal and Molecular Drivers in Arabidopsis thaliana and Coffea 
    species, Institute of Science and Technology Austria, <a href="https://doi.org/10.15479/AT-ISTA-21363">10.15479/AT-ISTA-21363</a>.'
  mla: 'Riegler, Stefan. <i>Thesis Data for Root System Plasticity under Nutrient
    Limitation: Investigating Hormonal and Molecular Drivers in Arabidopsis Thaliana
    and Coffea  Species</i>. Institute of Science and Technology Austria, 2026, doi:<a
    href="https://doi.org/10.15479/AT-ISTA-21363">10.15479/AT-ISTA-21363</a>.'
  short: S. Riegler, (2026).
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acknowledgement: "Finally, I gratefully acknowledge funding from the DOC Fellowship
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  apa: Dunajova, Z. (2026). <i>Geometry-driven self-organization of migrating cells
    and chiral filaments</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21423">https://doi.org/10.15479/AT-ISTA-21423</a>
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  ieee: Z. Dunajova, “Geometry-driven self-organization of migrating cells and chiral
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  ista: Dunajova Z. 2026. Geometry-driven self-organization of migrating cells and
    chiral filaments. Institute of Science and Technology Austria.
  mla: Dunajova, Zuzana. <i>Geometry-Driven Self-Organization of Migrating Cells and
    Chiral Filaments</i>. Institute of Science and Technology Austria, 2026, doi:<a
    href="https://doi.org/10.15479/AT-ISTA-21423">10.15479/AT-ISTA-21423</a>.
  short: Z. Dunajova, Geometry-Driven Self-Organization of Migrating Cells and Chiral
    Filaments, Institute of Science and Technology Austria, 2026.
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acknowledgement: We thank all members of the Heisenberg, Henkes, and Hannezo groups
  for their support. We are also grateful to the Imaging and Optics, Scientific Computing,
  Life Science Support, and Cryo-Electron Microscopy facilities at ISTA for their
  technical assistance and support. Numerical simulations were performed using the
  computational resources from Lorentz Institute and the Academic Leiden Interdisciplinary
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  last_name: Hannezo
  orcid: 0000-0001-6005-1561
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  description: 'Python3 library written in C++20 to integrate vertex models. Please
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abstract:
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  text: These files contain supplementary movies accompanying the PhD thesis “Geometry-driven
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    (2026). The videos provide additional visual material supporting the experiments
    and results described in the thesis.
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citation:
  ama: Dunajova Z. Supplementary movies to PhD thesis “Geometry-driven self-organization
    of migrating cells and chiral filaments.” 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-21439">10.15479/AT-ISTA-21439</a>
  apa: Dunajova, Z. (2026). Supplementary movies to PhD thesis “Geometry-driven self-organization
    of migrating cells and chiral filaments.” Institute of Science and Technology
    Austria. <a href="https://doi.org/10.15479/AT-ISTA-21439">https://doi.org/10.15479/AT-ISTA-21439</a>
  chicago: Dunajova, Zuzana. “Supplementary Movies to PhD Thesis ‘Geometry-Driven
    Self-Organization of Migrating Cells and Chiral Filaments.’” Institute of Science
    and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21439">https://doi.org/10.15479/AT-ISTA-21439</a>.
  ieee: Z. Dunajova, “Supplementary movies to PhD thesis ‘Geometry-driven self-organization
    of migrating cells and chiral filaments.’” Institute of Science and Technology
    Austria, 2026.
  ista: Dunajova Z. 2026. Supplementary movies to PhD thesis “Geometry-driven self-organization
    of migrating cells and chiral filaments”, Institute of Science and Technology
    Austria, <a href="https://doi.org/10.15479/AT-ISTA-21439">10.15479/AT-ISTA-21439</a>.
  mla: Dunajova, Zuzana. <i>Supplementary Movies to PhD Thesis “Geometry-Driven Self-Organization
    of Migrating Cells and Chiral Filaments.”</i> Institute of Science and Technology
    Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-21439">10.15479/AT-ISTA-21439</a>.
  short: Z. Dunajova, (2026).
contributor:
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corr_author: '1'
date_created: 2026-03-11T21:05:20Z
date_published: 2026-03-12T00:00:00Z
date_updated: 2026-06-10T09:41:12Z
day: '12'
ddc:
- '570'
department:
- _id: GradSch
- _id: EdHa
doi: 10.15479/AT-ISTA-21439
file:
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has_accepted_license: '1'
month: '03'
oa: 1
oa_version: Published Version
project:
- _id: 34d75525-11ca-11ed-8bc3-89b6307fee9d
  grant_number: '26360'
  name: Motile active matter models of migrating cells and chiral filaments
publisher: Institute of Science and Technology Austria
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  - id: '21423'
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status: public
title: Supplementary movies to PhD thesis “Geometry-driven self-organization of migrating
  cells and chiral filaments”
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year: '2026'
...
---
OA_place: publisher
_id: '21957'
abstract:
- lang: eng
  text: "This thesis investigates algorithmic certification and approximation methods
    for degenerate semidefinite programs (SDPs) and the singular roots of polynomial
    systems. In the first part, we present a hybrid symbolic-numeric algorithm for
    certifying the feasibility of weakly feasible, degenerate SDPs. By reformulating
    linear matrix inequalities (LMIs) into a structured polynomial system via facial
    reduction and incidence varieties, we guarantee the existence of an isolated exact
    solution. This algebraic reduction enables the certification of maximum-rank numerical
    approximations using methods from algebraic geometry.\r\n\r\nIn the second part,
    we address the severe ill-conditioning and loss of quadratic convergence that
    plague standard path-tracking methods near isolated singular roots. To overcome
    this, we propose tracking algorithms that achieve superlinear convergence without
    the computational bloat characteristic of classical deflation techniques. By modeling
    the solution path as a generalized fractional Puiseux series, our approach combines
    an explicitly derived algebraic predictor with a localized hyperplane desingularization
    phase during the corrector step. Furthermore, we introduce a continuous path-limit
    method and an extension of the geometric sequence rule to directly extract exact
    fractional exponents. This bypasses traditional heuristic trial-and-error methods
    and explicitly accommodates sparse series expansions. Numerical experiments confirm
    that our method significantly reduces the cumulative number of matrix inversions
    while achieving high-accuracy root approximations, even for heavily degenerate
    systems exhibiting higher coranks."
acknowledgement: 'Funding: Vienna Graduate School on Computational Optimization (FWF),
  grant DOI: 10.55776/W1260.'
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Jeferson
  full_name: Zapata, Jeferson
  id: 00223538-AF8F-11E9-A4C7-F729E6697425
  last_name: Zapata
citation:
  ama: 'Zapata J. Overcoming degeneracy and singularity : Techniques for semidefinite
    programs and homotopy continuation endgames. 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-21957">10.15479/AT-ISTA-21957</a>'
  apa: 'Zapata, J. (2026). <i>Overcoming degeneracy and singularity : Techniques for
    semidefinite programs and homotopy continuation endgames</i>. Institute of Science
    and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21957">https://doi.org/10.15479/AT-ISTA-21957</a>'
  chicago: 'Zapata, Jeferson. “Overcoming Degeneracy and Singularity : Techniques
    for Semidefinite Programs and Homotopy Continuation Endgames.” Institute of Science
    and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21957">https://doi.org/10.15479/AT-ISTA-21957</a>.'
  ieee: 'J. Zapata, “Overcoming degeneracy and singularity : Techniques for semidefinite
    programs and homotopy continuation endgames,” Institute of Science and Technology
    Austria, 2026.'
  ista: 'Zapata J. 2026. Overcoming degeneracy and singularity : Techniques for semidefinite
    programs and homotopy continuation endgames. Institute of Science and Technology
    Austria.'
  mla: 'Zapata, Jeferson. <i>Overcoming Degeneracy and Singularity : Techniques for
    Semidefinite Programs and Homotopy Continuation Endgames</i>. Institute of Science
    and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-21957">10.15479/AT-ISTA-21957</a>.'
  short: 'J. Zapata, Overcoming Degeneracy and Singularity : Techniques for Semidefinite
    Programs and Homotopy Continuation Endgames, Institute of Science and Technology
    Austria, 2026.'
corr_author: '1'
date_created: 2026-06-08T13:29:52Z
date_published: 2026-06-09T00:00:00Z
date_updated: 2026-06-12T10:37:00Z
day: '09'
ddc:
- '500'
degree_awarded: PhD
department:
- _id: GradSch
- _id: VlKo
doi: 10.15479/AT-ISTA-21957
file:
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  creator: jzapata
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  creator: jzapata
  date_created: 2026-06-10T13:33:25Z
  date_updated: 2026-06-10T13:33:25Z
  file_id: '21992'
  file_name: 4_Final_Thesis_JZapata_REX.pdf
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  success: 1
file_date_updated: 2026-06-10T13:33:25Z
has_accepted_license: '1'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: '89'
project:
- _id: 9B9290DE-BA93-11EA-9121-9846C619BF3A
  grant_number: W1260-N35
  name: Vienna Graduate School on Computational Optimization
publication_identifier:
  isbn:
  - 978-3-99078-079-4
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '21144'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Vladimir
  full_name: Kolmogorov, Vladimir
  id: 3D50B0BA-F248-11E8-B48F-1D18A9856A87
  last_name: Kolmogorov
title: 'Overcoming degeneracy and singularity : Techniques for semidefinite programs
  and homotopy continuation endgames'
tmp:
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  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: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: publisher
_id: '21918'
acknowledged_ssus:
- _id: ScienComp
acknowledgement: "At different stages of my PhD, my work was supported by several
  grants: the\r\nDOC fellowship of the Austrian Academy of Sciences (26293, awarded
  to me),\r\nthe FWF-SFB grant (PT1032F06504 n. F65, awarded to Jan Maas), and the
  ERC\r\ngrant (PR1032ERC01 n. 716117, awarded to Jan Maas). I also appreciate the
  help\r\nfrom the Scientific Computing unit for their advice on the cluster usage."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Kseniia
  full_name: Khudiakova, Kseniia
  id: 4E6DC800-AE37-11E9-AC72-31CAE5697425
  last_name: Khudiakova
  orcid: 0000-0002-6246-1465
citation:
  ama: Khudiakova K. How epistasis and purifying selection shape genetic diversity.
    2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-21918">10.15479/AT-ISTA-21918</a>
  apa: Khudiakova, K. (2026). <i>How epistasis and purifying selection shape genetic
    diversity</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21918">https://doi.org/10.15479/AT-ISTA-21918</a>
  chicago: Khudiakova, Kseniia. “How Epistasis and Purifying Selection Shape Genetic
    Diversity.” Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21918">https://doi.org/10.15479/AT-ISTA-21918</a>.
  ieee: K. Khudiakova, “How epistasis and purifying selection shape genetic diversity,”
    Institute of Science and Technology Austria, 2026.
  ista: Khudiakova K. 2026. How epistasis and purifying selection shape genetic diversity.
    Institute of Science and Technology Austria.
  mla: Khudiakova, Kseniia. <i>How Epistasis and Purifying Selection Shape Genetic
    Diversity</i>. Institute of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-21918">10.15479/AT-ISTA-21918</a>.
  short: K. Khudiakova, How Epistasis and Purifying Selection Shape Genetic Diversity,
    Institute of Science and Technology Austria, 2026.
corr_author: '1'
date_created: 2026-05-27T06:26:08Z
date_published: 2026-06-07T00:00:00Z
date_updated: 2026-06-12T12:43:35Z
day: '07'
ddc:
- '576'
degree_awarded: PhD
department:
- _id: GradSch
- _id: NiBa
- _id: JaMa
doi: 10.15479/AT-ISTA-21918
ec_funded: 1
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  date_updated: 2026-06-09T08:40:48Z
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  file_size: 20549813
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  creator: kkhudiak
  date_created: 2026-06-09T12:28:51Z
  date_updated: 2026-06-11T12:14:53Z
  embargo: 2027-06-10
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  file_name: 2026_Khudiakova_Ksenia_Thesis.pdf
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file_date_updated: 2026-06-11T12:14:53Z
has_accepted_license: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '06'
oa_version: Published Version
page: '89'
project:
- _id: 256E75B8-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '716117'
  name: Optimal Transport and Stochastic Dynamics
- _id: 34d33d68-11ca-11ed-8bc3-ec13763c0ca8
  grant_number: '26293'
  name: The impact of deleterious mutations on small populations
- _id: fc31cba2-9c52-11eb-aca3-ff467d239cd2
  grant_number: F6504
  name: Taming Complexity in Partial Differential Systems
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
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    relation: part_of_dissertation
    status: public
  - id: '12513'
    relation: part_of_dissertation
    status: deleted
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    relation: part_of_dissertation
    status: public
  - id: '21968'
    relation: part_of_dissertation
    status: public
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
- first_name: Jan
  full_name: Maas, Jan
  id: 4C5696CE-F248-11E8-B48F-1D18A9856A87
  last_name: Maas
  orcid: 0000-0002-0845-1338
title: How epistasis and purifying selection shape genetic diversity
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    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: repository
_id: '21960'
abstract:
- lang: eng
  text: "Solitons - localized wave packets that travel without spreading - play a
    central role in understanding transport and properties of nonlinear systems. In
    quantum many-body systems, however, such robust excitations are typically destroyed
    by thermalization. Here, we theoretically demonstrate the existence of solitonic
    excitations in high-energy states of Rydberg atom chains in the regime of strong
    nearest-neighbor Rydberg blockade. \r\nThese localized wave packets propagate
    directionally atop a special class of reviving initial states related to quantum
    many-body scars and are capable of carrying energy. Exhibiting long coherence
    times, these states constitute a form of non-ergodic quantum dynamics and can
    be efficiently implemented on Rydberg atom simulators. In this work, in addition
    to a phenomenological description of solitons, we identify their counterpart in
    a classical nonlinear dynamical system, demonstrate their potential use in quantum
    information transfer, and conjecture their relevance for anomalous energy transport
    reported in numerical studies of Rydberg atom arrays."
article_processing_charge: No
author:
- first_name: Aron
  full_name: Kerschbaumer, Aron
  id: ade85a9c-3200-11ee-973b-91c1eb240410
  last_name: Kerschbaumer
  orcid: 0009-0002-2370-8661
citation:
  ama: 'Kerschbaumer A. Research Data: “Quasi-solitons in Rydberg atom chains.” 2026.
    doi:<a href="https://doi.org/10.15479/AT-ISTA-21960">10.15479/AT-ISTA-21960</a>'
  apa: 'Kerschbaumer, A. (2026). Research Data: “Quasi-solitons in Rydberg atom chains.”
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21960">https://doi.org/10.15479/AT-ISTA-21960</a>'
  chicago: 'Kerschbaumer, Aron. “Research Data: ‘Quasi-Solitons in Rydberg Atom Chains.’”
    Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21960">https://doi.org/10.15479/AT-ISTA-21960</a>.'
  ieee: 'A. Kerschbaumer, “Research Data: ‘Quasi-solitons in Rydberg atom chains.’”
    Institute of Science and Technology Austria, 2026.'
  ista: 'Kerschbaumer A. 2026. Research Data: ‘Quasi-solitons in Rydberg atom chains’,
    Institute of Science and Technology Austria, <a href="https://doi.org/10.15479/AT-ISTA-21960">10.15479/AT-ISTA-21960</a>.'
  mla: 'Kerschbaumer, Aron. <i>Research Data: “Quasi-Solitons in Rydberg Atom Chains.”</i>
    Institute of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-21960">10.15479/AT-ISTA-21960</a>.'
  short: A. Kerschbaumer, (2026).
contributor:
- contributor_type: contact_person
  first_name: Aron
  id: ade85a9c-3200-11ee-973b-91c1eb240410
  last_name: Kerschbaumer
  orcid: 0009-0002-2370-8661
- contributor_type: supervisor
  first_name: Maksym
  id: 47809E7E-F248-11E8-B48F-1D18A9856A87
  last_name: Serbyn
  orcid: 0000-0002-2399-5827
- contributor_type: researcher
  first_name: Jean-Yves Marc
  id: 6c292945-a610-11ed-9eec-c3be1ad62a80
  last_name: Desaules
  orcid: 0000-0002-3749-6375
- contributor_type: researcher
  first_name: Marko
  last_name: Ljubotina
corr_author: '1'
date_created: 2026-06-09T07:17:50Z
date_published: 2026-06-16T00:00:00Z
date_updated: 2026-06-16T08:00:38Z
day: '16'
department:
- _id: GradSch
- _id: MaSe
doi: 10.15479/AT-ISTA-21960
ec_funded: 1
file:
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  date_created: 2026-06-15T22:01:57Z
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  file_size: 1940
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  content_type: application/zip
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  date_created: 2026-06-15T22:02:07Z
  date_updated: 2026-06-15T22:02:07Z
  file_id: '22011'
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has_accepted_license: '1'
month: '06'
oa: 1
oa_version: Published Version
project:
- _id: fc2ed2f7-9c52-11eb-aca3-c01059dda49c
  call_identifier: H2020
  grant_number: '101034413'
  name: 'IST-BRIDGE: International postdoctoral program'
publisher: Institute of Science and Technology Austria
status: public
title: 'Research Data: "Quasi-solitons in Rydberg atom chains"'
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  short: CC BY-NC (4.0)
type: research_data
user_id: 68b8ca59-c5b3-11ee-8790-cd641c68093d
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '21980'
abstract:
- lang: eng
  text: Despite significant progress in the field of molecular electronics over the
    last two decades, the quantitative prediction of metal-molecule-metal junction
    conductance remains a challenge. The standard computational framework combines
    density functional theory (DFT) with nonequilibrium Green’s functions (NEGF) using
    low-rung exchange-correlation functionals such as PBE, which overestimate the
    conductances. More advanced correction methods exist but require complex workflows
    and high computational cost, limiting their accessibility. Here, we introduce
    a physically motivated approach that approximates results obtained with high-rung
    functionals. Our method fits the PBE-calculated transmission to a Breit-Wigner
    form and subsequently refines the fit parameters using molecular orbital energies
    and metal densities of states computed for the isolated subsystems with high-rung
    functionals. This approach is applicable to a broad range of molecular junctions
    yielding conductance values in quantitative agreement with experiments. Our approach
    is simple, low-cost, and accurate, making it well-suited for routine and large-scale
    prediction of single-molecule junction conductance.
acknowledgement: This work was supported primarily by the Institute of Science and
  Technology Austria. L.V. was supported in part by the National Science Foundation
  (No. NSF-DMR 2241180). Z.-F.L. was supported by an NSF CAREER Award, No. DMR-2044552
  and an Alfred P. Sloan Research Fellowship, No. FG-2024-21750.
article_processing_charge: Yes (via OA deal)
article_type: letter_note
author:
- first_name: Artem
  full_name: Gulyaev, Artem
  id: 83ed7901-7380-11f0-bf20-a0788d5e654d
  last_name: Gulyaev
- first_name: Jyotisman
  full_name: Hazarika, Jyotisman
  id: d87714c4-663d-11f0-bd06-caece19833e5
  last_name: Hazarika
  orcid: 0009-0007-2542-7878
- first_name: Zhen-Fei
  full_name: Liu, Zhen-Fei
  last_name: Liu
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
citation:
  ama: Gulyaev A, Hazarika J, Liu Z-F, Venkataraman L. A computationally efficient
    and accurate method for predicting conductance of single-molecule junctions. <i>Nano
    Letters</i>. 2026;26(22):7429–7434. doi:<a href="https://doi.org/10.1021/acs.nanolett.6c01462">10.1021/acs.nanolett.6c01462</a>
  apa: Gulyaev, A., Hazarika, J., Liu, Z.-F., &#38; Venkataraman, L. (2026). A computationally
    efficient and accurate method for predicting conductance of single-molecule junctions.
    <i>Nano Letters</i>. American Chemical Society. <a href="https://doi.org/10.1021/acs.nanolett.6c01462">https://doi.org/10.1021/acs.nanolett.6c01462</a>
  chicago: Gulyaev, Artem, Jyotisman Hazarika, Zhen-Fei Liu, and Latha Venkataraman.
    “A Computationally Efficient and Accurate Method for Predicting Conductance of
    Single-Molecule Junctions.” <i>Nano Letters</i>. American Chemical Society, 2026.
    <a href="https://doi.org/10.1021/acs.nanolett.6c01462">https://doi.org/10.1021/acs.nanolett.6c01462</a>.
  ieee: A. Gulyaev, J. Hazarika, Z.-F. Liu, and L. Venkataraman, “A computationally
    efficient and accurate method for predicting conductance of single-molecule junctions,”
    <i>Nano Letters</i>, vol. 26, no. 22. American Chemical Society, pp. 7429–7434,
    2026.
  ista: Gulyaev A, Hazarika J, Liu Z-F, Venkataraman L. 2026. A computationally efficient
    and accurate method for predicting conductance of single-molecule junctions. Nano
    Letters. 26(22), 7429–7434.
  mla: Gulyaev, Artem, et al. “A Computationally Efficient and Accurate Method for
    Predicting Conductance of Single-Molecule Junctions.” <i>Nano Letters</i>, vol.
    26, no. 22, American Chemical Society, 2026, pp. 7429–7434, doi:<a href="https://doi.org/10.1021/acs.nanolett.6c01462">10.1021/acs.nanolett.6c01462</a>.
  short: A. Gulyaev, J. Hazarika, Z.-F. Liu, L. Venkataraman, Nano Letters 26 (2026)
    7429–7434.
corr_author: '1'
date_created: 2026-06-10T07:27:19Z
date_published: 2026-06-01T00:00:00Z
date_updated: 2026-06-16T09:13:30Z
day: '01'
ddc:
- '540'
department:
- _id: LaVe
- _id: GradSch
doi: 10.1021/acs.nanolett.6c01462
external_id:
  pmid:
  - '42223342'
file:
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  checksum: 897551374cac28e0db26dcb0b676b8e7
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  creator: dernst
  date_created: 2026-06-16T09:11:35Z
  date_updated: 2026-06-16T09:11:35Z
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  file_size: 3362800
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intvolume: '        26'
issue: '22'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: 7429–7434
pmid: 1
publication: Nano Letters
publication_identifier:
  eissn:
  - 1530-6992
  issn:
  - 1530-6984
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: A computationally efficient and accurate method for predicting conductance
  of single-molecule junctions
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
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type: journal_article
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volume: 26
year: '2026'
...
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abstract:
- lang: eng
  text: 'Promoters and enhancers are cis-regulatory elements (CREs), DNA sequences
    that bind transcription factor (TF) proteins to up- or down-regulate target genes.
    Decades-long efforts yielded TF-DNA interaction models that predict how strongly
    an individual TF binds arbitrary DNA sequences and how individual binding events
    on the CRE combine to affect gene expression. These insights can be synthesized
    into a global, biophysically realistic, and quantitative genotype–phenotype map
    for gene regulation, a ‘holy grail’ for the application of evolutionary theory.
    A global map provides a rare opportunity to simulate the long-term evolution of
    regulatory sequences and pose several fundamental questions: How long does it
    take to evolve CREs de novo? How many non-trivial regulatory functions exist in
    sequence space? How connected are they? For which regulatory architecture is CRE
    evolution most rapid and evolvable? In this article, the first of a two-part series,
    we briefly review the pertinent modeling and simulation efforts for a unique system
    that enables close, quantitative, and mechanistic links between biophysics, as
    well as systems, synthetic, and evolutionary biology.'
acknowledgement: "We thank Nick Barton and Noa Ottilie Borst for essential contributions
  to this manuscript.\r\nE.M. acknowledges support from the APART-USA fellowship,
  jointly funded by the Austrian Academy of Sciences (ÖAW) and the Institute of Science
  and Technology Austria (ISTA).\r\nThis study was supported by the European Molecular
  Biology Laboratory (J.C.); the European Molecular Biology Laboratory Interdisciplinary
  Postdoc Programme (EIPOD) under the Marie Skłodowska-Curie Actions cofund (S.H.A.)."
article_number: '102483'
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Elia
  full_name: Mascolo, Elia
  id: 776a6ed0-a053-11f0-8635-80b95e0e0d53
  last_name: Mascolo
  orcid: 0000-0003-2977-7844
- first_name: Reka E
  full_name: Körei, Reka E
  id: 50FDE43E-AA30-11E9-A72B-8A12E6697425
  last_name: Körei
- first_name: Santiago
  full_name: Herrera-Álvarez, Santiago
  last_name: Herrera-Álvarez
- 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: Justin
  full_name: Crocker, Justin
  last_name: Crocker
- first_name: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
citation:
  ama: 'Mascolo E, Körei RE, Herrera-Álvarez S, Guet CC, Crocker J, Tkačik G. Long-term
    evolution of regulatory DNA sequences. Part 1: Simulations on global, biophysically-realistic
    genotype–phenotype maps. <i>Current Opinion in Genetics &#38; Development</i>.
    2026;99. doi:<a href="https://doi.org/10.1016/j.gde.2026.102483">10.1016/j.gde.2026.102483</a>'
  apa: 'Mascolo, E., Körei, R. E., Herrera-Álvarez, S., Guet, C. C., Crocker, J.,
    &#38; Tkačik, G. (2026). Long-term evolution of regulatory DNA sequences. Part
    1: Simulations on global, biophysically-realistic genotype–phenotype maps. <i>Current
    Opinion in Genetics &#38; Development</i>. Elsevier. <a href="https://doi.org/10.1016/j.gde.2026.102483">https://doi.org/10.1016/j.gde.2026.102483</a>'
  chicago: 'Mascolo, Elia, Reka E Körei, Santiago Herrera-Álvarez, Calin C Guet, Justin
    Crocker, and Gašper Tkačik. “Long-Term Evolution of Regulatory DNA Sequences.
    Part 1: Simulations on Global, Biophysically-Realistic Genotype–Phenotype Maps.”
    <i>Current Opinion in Genetics &#38; Development</i>. Elsevier, 2026. <a href="https://doi.org/10.1016/j.gde.2026.102483">https://doi.org/10.1016/j.gde.2026.102483</a>.'
  ieee: 'E. Mascolo, R. E. Körei, S. Herrera-Álvarez, C. C. Guet, J. Crocker, and
    G. Tkačik, “Long-term evolution of regulatory DNA sequences. Part 1: Simulations
    on global, biophysically-realistic genotype–phenotype maps,” <i>Current Opinion
    in Genetics &#38; Development</i>, vol. 99. Elsevier, 2026.'
  ista: 'Mascolo E, Körei RE, Herrera-Álvarez S, Guet CC, Crocker J, Tkačik G. 2026.
    Long-term evolution of regulatory DNA sequences. Part 1: Simulations on global,
    biophysically-realistic genotype–phenotype maps. Current Opinion in Genetics &#38;
    Development. 99, 102483.'
  mla: 'Mascolo, Elia, et al. “Long-Term Evolution of Regulatory DNA Sequences. Part
    1: Simulations on Global, Biophysically-Realistic Genotype–Phenotype Maps.” <i>Current
    Opinion in Genetics &#38; Development</i>, vol. 99, 102483, Elsevier, 2026, doi:<a
    href="https://doi.org/10.1016/j.gde.2026.102483">10.1016/j.gde.2026.102483</a>.'
  short: E. Mascolo, R.E. Körei, S. Herrera-Álvarez, C.C. Guet, J. Crocker, G. Tkačik,
    Current Opinion in Genetics &#38; Development 99 (2026).
corr_author: '1'
date_created: 2026-06-10T07:37:12Z
date_published: 2026-05-09T00:00:00Z
date_updated: 2026-06-16T12:37:02Z
day: '09'
ddc:
- '570'
department:
- _id: GradSch
- _id: CaGu
- _id: GaTk
doi: 10.1016/j.gde.2026.102483
external_id:
  arxiv:
  - '2601.19681'
has_accepted_license: '1'
intvolume: '        99'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1016/j.gde.2026.102483
month: '05'
oa: 1
oa_version: Published Version
publication: Current Opinion in Genetics & Development
publication_identifier:
  eissn:
  - 1879-0380
  issn:
  - 0959-437X
publication_status: published
publisher: Elsevier
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Long-term evolution of regulatory DNA sequences. Part 1: Simulations on global,
  biophysically-realistic genotype–phenotype maps'
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: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 99
year: '2026'
...
