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191 Publications
2026 |
Published |
Thesis | PhD |
IST-REx-ID: 22744
Large-scale imaging of cellular actin networks at single filament resolution using montage cryo-electron tomography
M. Javoor, Large-Scale Imaging of Cellular Actin Networks at Single Filament Resolution Using Montage Cryo-Electron Tomography, Institute of Science and Technology Austria , 2026.
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| Files available
| DOI
M. Javoor, Large-Scale Imaging of Cellular Actin Networks at Single Filament Resolution Using Montage Cryo-Electron Tomography, Institute of Science and Technology Austria , 2026.
2026 |
Published |
Journal Article |
IST-REx-ID: 22750 |
Cryo-EM structures of naturally occurring dimeric photosystem II complexes lacking the Mn4CaO5 cluster
Z. Zhao, I. Vercellino, J.P. Whitelegge, K. Maghlaoui, W. Białek, P.J. Nixon, L.A. Sazanov, Nature Communications 17 (2026).
[Published Version]
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| Files available
| DOI
| PubMed | Europe PMC
Z. Zhao, I. Vercellino, J.P. Whitelegge, K. Maghlaoui, W. Białek, P.J. Nixon, L.A. Sazanov, Nature Communications 17 (2026).
2026 |
Research Data |
IST-REx-ID: 22852 |
Supplemental videos for Designing bistable nanostructures for target behavior
A. Ehrmann, (2026).
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| DOI
A. Ehrmann, (2026).
2026 |
Published |
Thesis | PhD |
IST-REx-ID: 22873
Biological functionality without biochemistry: Designing nanomachines for target behavior
A. Ehrmann, Biological Functionality without Biochemistry: Designing Nanomachines for Target Behavior, Institute of Science and Technology Austria, 2026.
[Published Version]
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| DOI
A. Ehrmann, Biological Functionality without Biochemistry: Designing Nanomachines for Target Behavior, Institute of Science and Technology Austria, 2026.
2026 |
Published |
Thesis | PhD |
IST-REx-ID: 21198 |
Data heterogeneity and personalization in federated learning
J.A. Scott, Data Heterogeneity and Personalization in Federated Learning, Institute of Science and Technology Austria, 2026.
[Published Version]
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| DOI
J.A. Scott, Data Heterogeneity and Personalization in Federated Learning, Institute of Science and Technology Austria, 2026.
2026 |
Published |
Thesis | PhD |
IST-REx-ID: 21854 |
On the utility and effects of efficiency in artificial neural networks
E.B. Iofinova, On the Utility and Effects of Efficiency in Artificial Neural Networks, Institute of Science and Technology Austria, 2026.
[Published Version]
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| DOI
E.B. Iofinova, On the Utility and Effects of Efficiency in Artificial Neural Networks, Institute of Science and Technology Austria, 2026.
2026 |
Published |
Journal Article |
IST-REx-ID: 21982 |
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Geometry of the vapor layer under a Leidenfrost hydrogel sphere
V.L. Diaz Melian, I.C. Lenton, J. Binysh, A. Souslov, S.R. Waitukaitis, Physical Review E 113 (2026).
[Published Version]
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| Files available
| DOI
| arXiv
V.L. Diaz Melian, I.C. Lenton, J. Binysh, A. Souslov, S.R. Waitukaitis, Physical Review E 113 (2026).
2026 |
Published |
Journal Article |
IST-REx-ID: 22972 |
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MAJA: Multivariate Bayesian model for discovery of shared epigenetic pathways across human phenotypes
I. Krätschmer, H.M. Smith, D.L. McCartney, E. Bernabeu, M. Mahmoudi, A. Campbell, J. Corley, S.E. Harris, S.R. Cox, R.E. Marioni, M.R. Robinson, Bioinformatics Advances 6 (2026).
[Published Version]
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| DOI
| PubMed | Europe PMC
I. Krätschmer, H.M. Smith, D.L. McCartney, E. Bernabeu, M. Mahmoudi, A. Campbell, J. Corley, S.E. Harris, S.R. Cox, R.E. Marioni, M.R. Robinson, Bioinformatics Advances 6 (2026).
2026 |
Published |
Journal Article |
IST-REx-ID: 23089 |
Hydrogen-helium immiscibility boundary in gas-giant planetary interiors from machine-learning molecular dynamics
X. Wang, S. Hamel, B. Cheng, Nature Communications 17 (2026).
[Published Version]
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| DOI
| PubMed | Europe PMC
X. Wang, S. Hamel, B. Cheng, Nature Communications 17 (2026).
2026 |
Published |
Thesis | PhD |
IST-REx-ID: 23072 |
Compression and inference in high dimensions: An approximate message passing perspective
K. Kögler, Compression and Inference in High Dimensions: An Approximate Message Passing Perspective, Institute of Science and Technology Austria, 2026.
[Published Version]
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| DOI
K. Kögler, Compression and Inference in High Dimensions: An Approximate Message Passing Perspective, Institute of Science and Technology Austria, 2026.
2026 |
Published |
Thesis | PhD |
IST-REx-ID: 21423 |
Geometry-driven self-organization of migrating cells and chiral filaments
Z. Dunajova, Geometry-Driven Self-Organization of Migrating Cells and Chiral Filaments, Institute of Science and Technology Austria, 2026.
[Published Version]
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| DOI
Z. Dunajova, Geometry-Driven Self-Organization of Migrating Cells and Chiral Filaments, Institute of Science and Technology Austria, 2026.
2026 |
Research Data |
IST-REx-ID: 21439 |
Supplementary movies to PhD thesis “Geometry-driven self-organization of migrating cells and chiral filaments”
Z. Dunajova, (2026).
[Published Version]
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| Files available
| DOI
Z. Dunajova, (2026).
2026 |
Published |
Thesis | PhD |
IST-REx-ID: 22857 |
Trustworthy machine learning in high dimensions
S. Bombari, Trustworthy Machine Learning in High Dimensions, Institute of Science and Technology Austria, 2026.
[Published Version]
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| Files available
| DOI
S. Bombari, Trustworthy Machine Learning in High Dimensions, Institute of Science and Technology Austria, 2026.
2026 |
Published |
Journal Article |
IST-REx-ID: 23043 |
Causal inference for multiple risk factors and diseases from genomics data
N.N. Machnik, S.M. Mahmoudi, M. Borczyk, I. Krätschmer, M.J. Bauer, M.R. Robinson, Nature Communications 17 (2026).
[Published Version]
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| DOI
N.N. Machnik, S.M. Mahmoudi, M. Borczyk, I. Krätschmer, M.J. Bauer, M.R. Robinson, Nature Communications 17 (2026).
2025 |
Published |
Journal Article |
IST-REx-ID: 20847 |
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Rolling at right angles: Magnetic anisotropy enables dual-anisotropic active matter
E. Fitzgerald, C. Clavaud, D. Das, I.C. Lenton, S.R. Waitukaitis, Physical Review E 112 (2025).
[Published Version]
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| Files available
| DOI
| arXiv
E. Fitzgerald, C. Clavaud, D. Das, I.C. Lenton, S.R. Waitukaitis, Physical Review E 112 (2025).
2025 |
Published |
Conference Paper |
IST-REx-ID: 21327 |
Inverse problems with experiment-guided AlphaFold
S.A. Maddipatla, N.E. Sellam, M.I. Bojan, S. Vedula, P. Schanda, A. Marx, A.M. Bronstein, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 42366–42393.
[Published Version]
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| Files available
| arXiv
S.A. Maddipatla, N.E. Sellam, M.I. Bojan, S. Vedula, P. Schanda, A. Marx, A.M. Bronstein, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 42366–42393.
2025 |
Research Data |
IST-REx-ID: 18697 |
Light-microscopy based connectomic reconstruction of mammalian brain tissue
J.G. Danzl, J. Lyudchik, C. Kreuzinger, (2025).
[Published Version]
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| Files available
| DOI
J.G. Danzl, J. Lyudchik, C. Kreuzinger, (2025).
2025 |
Research Data |
IST-REx-ID: 18712 |
Mathematica notebook and Fortran code for 'Effect of assortative mating and sexual selection on polygenic barriers to gene flow'
P. Surendranadh, H. Sachdeva, (2025).
[Published Version]
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| Files available
| DOI
P. Surendranadh, H. Sachdeva, (2025).
2025 |
Published |
Journal Article |
IST-REx-ID: 18778 |
Mechanism of mammalian transcriptional repression by noncoding RNA
K. Tluckova, B.M. Kaczmarek, A.P. Testa Salmazo, C. Bernecky, Nature Structural & Molecular Biology 32 (2025) 607–612.
[Published Version]
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| DOI
| WoS
| PubMed | Europe PMC
K. Tluckova, B.M. Kaczmarek, A.P. Testa Salmazo, C. Bernecky, Nature Structural & Molecular Biology 32 (2025) 607–612.
2025 |
Published |
Journal Article |
IST-REx-ID: 18879 |
Human hippocampal CA3 uses specific functional connectivity rules for efficient associative memory
J. Watson, V.M. Vargas Barroso, R. Morse, A.C. Navas Olivé, M. Tavakoli, J.G. Danzl, M. Tomschik, K. Rössler, P.M. Jonas, Cell 188 (2025) 501–514.e18.
[Published Version]
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| Files available
| DOI
| WoS
| PubMed | Europe PMC
J. Watson, V.M. Vargas Barroso, R. Morse, A.C. Navas Olivé, M. Tavakoli, J.G. Danzl, M. Tomschik, K. Rössler, P.M. Jonas, Cell 188 (2025) 501–514.e18.