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6567 Publications

earlier version | 2024 | Draft | Preprint | IST-REx-ID: 19547 | OA
Erdös, László, et al. “Cusp Universality for Correlated Random Matrices.” ArXiv, doi:10.48550/arXiv.2410.06813.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2024 | Draft | Preprint | IST-REx-ID: 19551 | OA
Henheik, Sven Joscha, and Tom Wessel. “Response Theory for Locally Gapped Systems.” ArXiv, doi:10.48550/arXiv.2410.10809.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2024 | Published | Thesis | PhD | IST-REx-ID: 17485 | OA
Frantar, Elias. Compressing Large Neural Networks: Algorithms, Systems and Scaling Laws. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17485.
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2024 | Published | Conference Paper | IST-REx-ID: 18062 | OA
Frantar, Elias, et al. “Scaling Laws for Sparsely-Connected Foundation Models.” The Twelfth International Conference on Learning Representations, 2024.
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2024 | Published | Conference Paper | IST-REx-ID: 18061 | OA
Frantar, Elias, and Dan-Adrian Alistarh. “QMoE: Sub-1-Bit Compression of Trillion Parameter Models.” Proceedings of Machine Learning and Systems, vol. 6, 2024.
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2024 | Published | Thesis | PhD | IST-REx-ID: 18132 | OA
Glas, Jakob. Counting Rational Points over Function Fields. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18132.
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2024 | Published | Journal Article | IST-REx-ID: 15311 | OA
Zeng, Zezhu, et al. “Pushing Thermal Conductivity to Its Lower Limit in Crystals with Simple Structures.” Nature Communications, vol. 15, 3007, Springer Nature, 2024, doi:10.1038/s41467-024-46799-3.
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2024 | Published | Journal Article | IST-REx-ID: 15052
Cheng, Ruihuan, et al. “Impact of Strain-Insensitive Low-Frequency Phonon Modes on Lattice Thermal Transport in AxXB6-Type Perovskites.” Physical Review B, vol. 109, no. 5, 054305, American Physical Society, 2024, doi:10.1103/physrevb.109.054305.
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2024 | Published | Journal Article | IST-REx-ID: 18952 | OA
Hunnisett LM et al. 2024. The seventh blind test of crystal structure prediction: Structure generation methods. Acta Crystallographica Section B. 80(6), 517–547.
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2024 | Published | Journal Article | IST-REx-ID: 15359 | OA
Dong, Haikuan, et al. “Molecular Dynamics Simulations of Heat Transport Using Machine-Learned Potentials: A Mini-Review and Tutorial on GPUMD with Neuroevolution Potentials.” Journal of Applied Physics, vol. 135, no. 16, 161101, AIP Publishing, 2024, doi:10.1063/5.0200833.
[Preprint] View | Files available | DOI | WoS | arXiv
 
2024 | Published | Journal Article | IST-REx-ID: 18452 | OA
Cheng, Bingqing. “Response Matching for Generating Materials and Molecules.” Journal of Chemical Theory and Computation, vol. 20, no. 20, American Chemical Society, 2024, pp. 9259–66, doi:10.1021/acs.jctc.4c00998.
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2024 | Published | Journal Article | IST-REx-ID: 17322 | OA
Cheng, Bingqing. “Cartesian Atomic Cluster Expansion for Machine Learning Interatomic Potentials.” Npj Computational Materials, vol. 10, 157, Springer Nature, 2024, doi:10.1038/s41524-024-01332-4.
[Published Version] View | Files available | DOI | WoS | arXiv
 
2024 | Published | Journal Article | IST-REx-ID: 17278 | OA
Wang, Xiaoyu, and Bingqing Cheng. “Integrating Molecular Dynamics Simulations and Experimental Data for Azeotrope Predictions in Binary Mixtures.” Journal of Chemical Physics, vol. 161, no. 3, 034111, AIP Publishing, 2024, doi:10.1063/5.0217232.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | PubMed | Europe PMC | arXiv
 
2024 | Published | Journal Article | IST-REx-ID: 18525 | OA
Ruzickova, Natalia, et al. “Quantitative Omnigenic Model Discovers Interpretable Genome-Wide Associations.” Proceedings of the National Academy of Sciences of the United States of America, vol. 121, no. 44, e2402340121, National Academy of Sciences, 2024, doi:10.1073/pnas.2402340121.
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2024 | Published | Journal Article | IST-REx-ID: 17052 | OA
Fiedler, Christine, et al. “Unveiling Crucial Chemical Processing Parameters Influencing the Performance of Solution-Processed Inorganic Thermoelectric Materials.” Angewandte Chemie International Edition, vol. 63, no. 25, e202402628, Wiley, 2024, doi:10.1002/anie.202402628.
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2024 | Published | Journal Article | IST-REx-ID: 17124 | OA
Fiedler, Christine, et al. “Solution-Processed, Surface-Engineered, Polycrystalline CdSe-SnSe Exhibiting Low Thermal Conductivity.” Journal of Visualized Experiments, vol. 2024, no. 207, e66278, MyJove Corporation, 2024, doi:10.3791/66278.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2024 | Published | Thesis | PhD | IST-REx-ID: 17465 | OA
Shevchenko, Alexander. High-Dimensional Limits in Artificial Neural Networks. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17465.
[Published Version] View | Files available | DOI
 
2024 | Published | Conference Paper | IST-REx-ID: 17469 | OA
Kögler, Kevin, et al. “Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth.” Proceedings of the 41st International Conference on Machine Learning, vol. 235, ML Research Press, 2024, pp. 24964–5015.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 
2024 | Published | Thesis | PhD | IST-REx-ID: 17881 | OA
Mukhopadhyay, Soham. Thermal Effects in One Dimensional Josephson Chains. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17881.
[Published Version] View | Files available | DOI
 
earlier version | 2024 | Draft | Preprint | IST-REx-ID: 18057 | OA
Mukhopadhyay, Soham, et al. “Dual Relaxation Oscillations in a Josephson Junction Array.” ArXiv, 2408.07829, doi:10.48550/arXiv.2408.07829.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

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