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408 Publications
2023 | Published | Conference Paper | IST-REx-ID: 13053 | 
Krumes, Alexandra, Adrian Vladu, Eldar Kurtic, Christoph Lampert, and Dan-Adrian Alistarh. “CrAM: A Compression-Aware Minimizer.” In 11th International Conference on Learning Representations . OpenReview, 2023.
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2023 | Published | Journal Article | IST-REx-ID: 14425 |
Zeng, Zezhu, Felix Wodaczek, Keyang Liu, Frederick Stein, Jürg Hutter, Ji Chen, and Bingqing Cheng. “Mechanistic Insight on Water Dissociation on Pristine Low-Index TiO2 Surfaces from Machine Learning Molecular Dynamics Simulations.” Nature Communications. Springer Nature, 2023. https://doi.org/10.1038/s41467-023-41865-8.
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2023 | Published | Conference Paper | IST-REx-ID: 12859 |
Bombari, Simone, Shayan Kiyani, and Marco Mondelli. “Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels.” In Proceedings of the 40th International Conference on Machine Learning, 202:2738–76. ML Research Press, 2023.
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2023 | Published | Thesis | IST-REx-ID: 13074 |
Krumes, Alexandra. “Efficiency and Generalization of Sparse Neural Networks.” Institute of Science and Technology Austria, 2023. https://doi.org/10.15479/at:ista:13074.
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2023 | Published | Journal Article | IST-REx-ID: 12723 |
Volosniev, Artem, Abhishek Shiva Kumar, Dusan Lorenc, Younes Ashourishokri, Ayan A. Zhumekenov, Osman M. Bakr, Mikhail Lemeshko, and Zhanybek Alpichshev. “Spin-Electric Coupling in Lead Halide Perovskites.” Physical Review Letters. American Physical Society, 2023. https://doi.org/10.1103/physrevlett.130.106901.
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2023 | Published | Thesis | IST-REx-ID: 14058 |
Puixeu Sala, Gemma. “The Molecular Basis of Sexual Dimorphism: Experimental and Theoretical Characterization of Phenotypic, Transcriptomic and Genetic Patterns of Sex-Specific Adaptation.” Institute of Science and Technology Austria, 2023. https://doi.org/10.15479/at:ista:14058.
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2023 | Published | Journal Article | IST-REx-ID: 14077 |
Puixeu Sala, Gemma, Ariana Macon, and Beatriz Vicoso. “Sex-Specific Estimation of Cis and Trans Regulation of Gene Expression in Heads and Gonads of Drosophila Melanogaster.” G3: Genes, Genomes, Genetics. Oxford University Press, 2023. https://doi.org/10.1093/g3journal/jkad121.
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2023 | Research Data | IST-REx-ID: 12933 |
Puixeu Sala, Gemma. “Data from: Sex-Specific Estimation of Cis and Trans Regulation of Gene Expression in Heads and Gonads of Drosophila Melanogaster.” Institute of Science and Technology Austria, 2023. https://doi.org/10.15479/AT:ISTA:12933.
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2023 | Published | Journal Article | IST-REx-ID: 14087 |
Rønning, Jonas, Julian B Renaud, Amin Doostmohammadi, and Luiza Angheluta. “Spontaneous Flows and Dynamics of Full-Integer Topological Defects in Polar Active Matter.” Soft Matter. Royal Society of Chemistry, 2023. https://doi.org/10.1039/d3sm00316g.
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2023 | Published | Journal Article | IST-REx-ID: 14343 |
Cipolloni, Giorgio, László Erdös, Sven Joscha Henheik, and Oleksii Kolupaiev. “Gaussian Fluctuations in the Equipartition Principle for Wigner Matrices.” Forum of Mathematics, Sigma. Cambridge University Press, 2023. https://doi.org/10.1017/fms.2023.70.
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2023 | Published | Journal Article | IST-REx-ID: 14421 |
Henheik, Sven Joscha, and Roderich Tumulka. “Creation Rate of Dirac Particles at a Point Source.” Journal of Physics A: Mathematical and Theoretical. IOP Publishing, 2023. https://doi.org/10.1088/1751-8121/acfe62.
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2023 | Published | Journal Article | IST-REx-ID: 14466 |
Marensi, Elena, Gökhan Yalniz, and Björn Hof. “Dynamics and Proliferation of Turbulent Stripes in Plane-Poiseuille and Plane-Couette Flows.” Journal of Fluid Mechanics. Cambridge University Press, 2023. https://doi.org/10.1017/jfm.2023.780.
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2023 | Published | Journal Article | IST-REx-ID: 13274 |
Paranjape, Chaitanya S, Gökhan Yalniz, Yohann Duguet, Nazmi B Budanur, and Björn Hof. “Direct Path from Turbulence to Time-Periodic Solutions.” Physical Review Letters. American Physical Society, 2023. https://doi.org/10.1103/physrevlett.131.034002.
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2023 | Published | Thesis | IST-REx-ID: 14547 |
Phan, Duc T. “Resonant Microwave Spectroscopy of Al-InAs.” Institute of Science and Technology Austria, 2023. https://doi.org/10.15479/14547.
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2023 | Published | Thesis | IST-REx-ID: 12885 |
Calcabrini, Mariano. “Nanoparticle-Based Semiconductor Solids: From Synthesis to Consolidation.” Institute of Science and Technology Austria, 2023. https://doi.org/10.15479/at:ista:12885.
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2023 | Draft | Preprint | IST-REx-ID: 15039 |
Prach, Bernd, and Christoph Lampert. “1-Lipschitz Neural Networks Are More Expressive with N-Activations.” ArXiv, n.d. https://doi.org/10.48550/ARXIV.2311.06103.
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2023 | Published | Thesis | IST-REx-ID: 12732 |
Brighi, Pietro. “Ergodicity Breaking in Disordered and Kinetically Constrained Quantum Many-Body Systems.” Institute of Science and Technology Austria, 2023. https://doi.org/10.15479/at:ista:12732.
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2023 | Published | Thesis | IST-REx-ID: 12826 |
Pokusaeva, Victoria. “Neural Control of Optic Flow-Based Navigation in Drosophila Melanogaster.” Institute of Science and Technology Austria, 2023. https://doi.org/10.15479/at:ista:12826.
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2023 | Published | Thesis | IST-REx-ID: 13107 |
Knaus, Lisa. “The Metabolism of the Developing Brain : How Large Neutral Amino Acids Modulate Perinatal Neuronal Excitability and Survival.” Institute of Science and Technology Austria, 2023. https://doi.org/10.15479/at:ista:13107.
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2023 | Published | Thesis | IST-REx-ID: 13175 |
Sahu, Rishabh. “Cavity Quantum Electrooptics.” Institute of Science and Technology Austria, 2023. https://doi.org/10.15479/at:ista:13175.
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