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6586 Publications

2024 | Published | Conference Paper | IST-REx-ID: 18062 |

Frantar, Elias, Carlos Riquelme Ruiz, Neil Houlsby, Dan-Adrian Alistarh, and Utku Evci. “Scaling Laws for Sparsely-Connected Foundation Models.” In The Twelfth International Conference on Learning Representations, 2024.

[Published Version] View | Files available | Download Published Version (ext.) | arXiv

2024 | Published | Conference Paper | IST-REx-ID: 18061 |

Frantar, Elias, and Dan-Adrian Alistarh. “QMoE: Sub-1-Bit Compression of Trillion Parameter Models.” In Proceedings of Machine Learning and Systems, Vol. 6, 2024.

[Published Version] View | Files available | Download Published Version (ext.)

2024 | Published | Thesis | PhD | IST-REx-ID: 18132 |

Glas, Jakob. “Counting Rational Points over Function Fields.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18132.

[Published Version] View | Files available | DOI

2024 | Published | Journal Article | IST-REx-ID: 15311 |

Zeng, Zezhu, Xingchen Shen, Ruihuan Cheng, Olivier Perez, Niuchang Ouyang, Zheyong Fan, Pierric Lemoine, Bernard Raveau, Emmanuel Guilmeau, and Yue Chen. “Pushing Thermal Conductivity to Its Lower Limit in Crystals with Simple Structures.” Nature Communications. Springer Nature, 2024. https://doi.org/10.1038/s41467-024-46799-3.

2024 | Published | Journal Article | IST-REx-ID: 15052

Cheng, Ruihuan, Zezhu Zeng, Chen Wang, Niuchang Ouyang, and Yue Chen. “Impact of Strain-Insensitive Low-Frequency Phonon Modes on Lattice Thermal Transport in AxXB6-Type Perovskites.” Physical Review B. American Physical Society, 2024. https://doi.org/10.1103/physrevb.109.054305.

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2024 | Published | Journal Article | IST-REx-ID: 18952 |

Hunnisett LM et al. 2024. The seventh blind test of crystal structure prediction: Structure generation methods. Acta Crystallographica Section B. 80(6), 517–547.

2024 | Published | Journal Article | IST-REx-ID: 15359 |

Dong, Haikuan, Yongbo Shi, Penghua Ying, Ke Xu, Ting Liang, Yanzhou Wang, Zezhu Zeng, 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. AIP Publishing, 2024. https://doi.org/10.1063/5.0200833.

[Preprint] View | Files available | DOI | WoS | arXiv

2024 | Published | Journal Article | IST-REx-ID: 18452 |

Cheng, Bingqing. “Response Matching for Generating Materials and Molecules.” Journal of Chemical Theory and Computation. American Chemical Society, 2024. https://doi.org/10.1021/acs.jctc.4c00998.

2024 | Published | Journal Article | IST-REx-ID: 17322 |

Cheng, Bingqing. “Cartesian Atomic Cluster Expansion for Machine Learning Interatomic Potentials.” Npj Computational Materials. Springer Nature, 2024. https://doi.org/10.1038/s41524-024-01332-4.

[Published Version] View | Files available | DOI | WoS | arXiv

2024 | Published | Journal Article | IST-REx-ID: 17278 |

Wang, Xiaoyu, and Bingqing Cheng. “Integrating Molecular Dynamics Simulations and Experimental Data for Azeotrope Predictions in Binary Mixtures.” Journal of Chemical Physics. AIP Publishing, 2024. https://doi.org/10.1063/5.0217232.

2024 | Published | Journal Article | IST-REx-ID: 18525 |

Ruzickova, Natalia, Michal Hledik, and Gašper Tkačik. “Quantitative Omnigenic Model Discovers Interpretable Genome-Wide Associations.” Proceedings of the National Academy of Sciences of the United States of America. National Academy of Sciences, 2024. https://doi.org/10.1073/pnas.2402340121.

2024 | Published | Journal Article | IST-REx-ID: 17052 |

Fiedler, Christine, Mariano Calcabrini, Yu Liu, and Maria Ibáñez. “Unveiling Crucial Chemical Processing Parameters Influencing the Performance of Solution-Processed Inorganic Thermoelectric Materials.” Angewandte Chemie International Edition. Wiley, 2024. https://doi.org/10.1002/anie.202402628.

2024 | Published | Journal Article | IST-REx-ID: 17124 |

Fiedler, Christine, Yu Liu, and Maria Ibáñez. “Solution-Processed, Surface-Engineered, Polycrystalline CdSe-SnSe Exhibiting Low Thermal Conductivity.” Journal of Visualized Experiments. MyJove Corporation, 2024. https://doi.org/10.3791/66278.

2024 | Published | Journal Article | IST-REx-ID: 15298 |

Buri, Pascal, Simone Fatichi, Thomas Shaw, Catriona Louise Fyffe, Evan S. Miles, Michael McCarthy, Marin Kneib, et al. “Land Surface Modeling Informed by Earth Observation Data: Toward Understanding Blue–Green–White Water Fluxes in High Mountain Asia.” Geo-Spatial Information Science. Taylor & Francis, 2024. https://doi.org/10.1080/10095020.2024.2330546.

[Published Version] View | Files available | DOI | WoS

2024 | Published | Journal Article | IST-REx-ID: 17231 |

Fiorebe, Corentin. “Examples of Projective Billiards with Open Sets of Periodic Orbits.” Discrete and Continuous Dynamical Systems- Series A. AIMS, 2024. https://doi.org/10.3934/dcds.2024059.

[Published Version] View | DOI | Download Published Version (ext.) | WoS

Cultrera di Montesano, Sebastiano, Ondrej Draganov, Herbert Edelsbrunner, and Morteza Saghafian. “Chromatic Alpha Complexes.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2212.03128.

[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv

2024 | Published | Conference Paper | IST-REx-ID: 17898

Lechner, Mathias, Ramin Hasani, Alexander Amini, Tsun Hsuan Wang, Thomas A Henzinger, and Daniela Rus. “Overparametrization Helps Offline-to-Online Generalization of Closed-Loop Control from Pixels.” In Proceedings of the 2024 IEEE International Conference on Robotics and Automation, 2774–82. IEEE, 2024. https://doi.org/10.1109/ICRA57147.2024.10610284.

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2024 | Published | Conference Paper | IST-REx-ID: 17893 |

Jin, Lifu, Amedeo Roberto Esposito, and Michael Gastpar. “Properties of the Strong Data Processing Constant for Rényi Divergence.” In Proceedings of the 2024 IEEE International Symposium on Information Theory, 3178–83. IEEE, 2024. https://doi.org/10.1109/ISIT57864.2024.10619367.

[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv

2024 | Published | Conference Paper | IST-REx-ID: 17895

Dey, B. K., S. Jaggi, M. Langberg, A. D. Sarwate, and Yihan Zhang. “Computationally Efficient Codes for Strongly Dobrushin-Stambler Nonsymmetrizable Oblivious AVCs.” In Proceedings of the 2024 IEEE International Symposium on Information Theory , 1586–91. IEEE, 2024. https://doi.org/10.1109/ISIT57864.2024.10619362.

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2024 | Published | Conference Paper | IST-REx-ID: 17894

Esposito, Amedeo Roberto, Michael Gastpar, and Ibrahim Issa. “Variational Characterizations of Sibson’s α-Mutual Information.” In Proceedings of the 2024 IEEE International Symposium on Information Theory , 2110–15. IEEE, 2024. https://doi.org/10.1109/ISIT57864.2024.10619378.

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