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10945 Publications
2024 | Published | Conference Paper | IST-REx-ID: 18114 | 
Pervez, Adeel A., et al. “Mechanistic Neural Networks for Scientific Machine Learning.” Proceedings of the 41st International Conference on Machine Learning, vol. 235, ML Research Press, 2024, pp. 40484–501.
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2024 | Published | Conference Paper | IST-REx-ID: 18117 |
Nikdan, Mahdi, et al. “RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation.” Proceedings of the 41st International Conference on Machine Learning, vol. 235, ML Research Press, 2024, pp. 38187–206.
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2024 | Published | Conference Paper | IST-REx-ID: 18118 |
Zakerinia, Hossein, et al. “More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms.” Proceedings of the 41st International Conference on Machine Learning, vol. 235, ML Research Press, 2024, pp. 58122–39.
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2024 | Published | Conference Paper | IST-REx-ID: 18120 |
Scott, Jonathan A., and Áine Cahill. “Improved Modelling of Federated Datasets Using Mixtures-of-Dirichlet-Multinomials.” Proceedings of the 41st International Conference on Machine Learning, vol. 235, ML Research Press, 2024, pp. 44012–37.
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2024 | Published | Journal Article | IST-REx-ID: 18153 |
Hajnal, Márton Albert, et al. “Shifts in Attention Drive Context-Dependent Subspace Encoding in Anterior Cingulate Cortex in Mice during Decision Making.” Nature Communications, vol. 15, 5559, Springer Nature, 2024, doi:10.1038/s41467-024-49845-2.
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| PubMed | Europe PMC
2024 | Published | Conference Paper | IST-REx-ID: 18175 |
Maj, Petr, et al. “The Fault in Our Stars: Designing Reproducible Large-Scale Code Analysis Experiments.” 38th European Conference on Object-Oriented Programming, vol. 313, 27, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, doi:10.4230/LIPIcs.ECOOP.2024.27.
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2024 | Published | Journal Article | IST-REx-ID: 18187
Leonard, Julian. “A Kicked Quasicrystal.” Nature Physics, vol. 20, no. 3, Springer Nature, 2024, pp. 351–52, doi:10.1038/s41567-023-02357-0.
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2024 | Published | Journal Article | IST-REx-ID: 18188 |
Blatz, Tizian, et al. “Bayesian Optimization for Robust State Preparation in Quantum Many-Body Systems.” Quantum, vol. 8, 1388, Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften, 2024, doi:10.22331/q-2024-06-27-1388.
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2024 | Submitted | Preprint | IST-REx-ID: 18202 |
Kim, Sooshin, et al. “Adiabatic State Preparation in a Quantum Ising Spin Chain.” ArXiv, 2404.07481, doi:10.48550/arXiv.2404.07481.
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2024 | Published | Journal Article | IST-REx-ID: 18203 |
Rosenberg, Aviv A., et al. “A Dataset of Alternately Located Segments in Protein Crystal Structures.” Scientific Data, vol. 11, 783, Springer Nature, 2024, doi:10.1038/s41597-024-03595-4.
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2024 | Published | Journal Article | IST-REx-ID: 18204 |
Elul, Yonatan, et al. “Data-Driven Modeling of Interrelated Dynamical Systems.” Communications Physics, vol. 7, 141, Springer Nature, 2024, doi:10.1038/s42005-024-01626-5.
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2024 | Published | Journal Article | IST-REx-ID: 18205 |
Wengrowicz, Omri, et al. “Unsupervised Physics-Informed Deep Learning-Based Reconstruction for Time-Resolved Imaging by Multiplexed Ptychography.” Optics Express, vol. 32, no. 6, Optica Publishing Group, 2024, pp. 8791–803, doi:10.1364/oe.515445.
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2024 | Published | Conference Paper | IST-REx-ID: 18206
Rave, Gilad, et al. “Enhancing Predictive Accuracy in Embryo Implantation: The Bonna Algorithm and Its Clinical Implications.” First International Conference on Artificial Intelligence in Healthcare, vol. 14976, Springer Nature, 2024, pp. 160–71, doi:10.1007/978-3-031-67285-9_12.
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2024 | Published | Conference Paper | IST-REx-ID: 18309 |
Hu, Bingbing, et al. “Connectivity Oracles for Predictable Vertex Failures.” 32nd Annual European Symposium on Algorithms, vol. 308, 72, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, doi:10.4230/LIPIcs.ESA.2024.72.
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2024 | Published | Thesis | IST-REx-ID: 18477
Kaczmarek, Beata M. Biochemical and Structural Insights into ADAR1 RNA Editing. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18477.
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2024 | Published | Journal Article | IST-REx-ID: 18545 |
Degtev, Dmitrii, et al. “Engineered PsCas9 Enables Therapeutic Genome Editing in Mouse Liver with Lipid Nanoparticles.” Nature Communications, vol. 15, 9173, Springer Nature, 2024, doi:10.1038/s41467-024-53418-8.
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2024 | Published | Journal Article | IST-REx-ID: 18604 |
De Nooijer, Phoebe, et al. “Removing Popular Faces in Curve Arrangements.” Journal of Graph Algorithms and Applications, vol. 28, no. 2, Brown University, 2024, pp. 47–82, doi:10.7155/jgaa.v28i2.2988.
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2024 | Published | Journal Article | IST-REx-ID: 18628 |
De Andrés, Eva, et al. “The Importance of Solving Subglaciar Hydrology in Modeling Glacier Retreat: A Case Study of Hansbreen, Svalbard.” Hydrology, vol. 11, no. 11, 193, MDPI, 2024, doi:10.3390/hydrology11110193.
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2024 | Published | Journal Article | IST-REx-ID: 18645 |
Kobayashi, Wataru, et al. “Nucleosome-Bound NR5A2 Structure Reveals Pioneer Factor Mechanism by DNA Minor Groove Anchor Competition.” Nature Structural & Molecular Biology, vol. 31, Springer Nature, 2024, pp. 757–66, doi:10.1038/s41594-024-01239-0.
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2024 | Published | Thesis | IST-REx-ID: 18588 |
Mweka, Cecelia N. Non Equilibrium Dynamics of Driven Individual Particles and 3D Printing across Scales. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18588.
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