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6586 Publications

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

Scaling laws for sparsely-connected foundation models
E. Frantar, C.R. Ruiz, N. Houlsby, D.-A. Alistarh, U. Evci, 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 |

QMoE: Sub-1-bit compression of trillion parameter models
E. Frantar, D.-A. Alistarh, in:, Proceedings of Machine Learning and Systems, 2024.

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

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

Counting rational points over function fields
J. Glas, Counting Rational Points over Function Fields, Institute of Science and Technology Austria, 2024.

[Published Version] View | Files available | DOI

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

Pushing thermal conductivity to its lower limit in crystals with simple structures
Z. Zeng, X. Shen, R. Cheng, O. Perez, N. Ouyang, Z. Fan, P. Lemoine, B. Raveau, E. Guilmeau, Y. Chen, Nature Communications 15 (2024).

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

Impact of strain-insensitive low-frequency phonon modes on lattice thermal transport in AxXB6-type perovskites
R. Cheng, Z. Zeng, C. Wang, N. Ouyang, Y. Chen, Physical Review B 109 (2024).

View | DOI | WoS

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

The seventh blind test of crystal structure prediction: Structure generation methods
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 |

Molecular dynamics simulations of heat transport using machine-learned potentials: A mini-review and tutorial on GPUMD with neuroevolution potentials
H. Dong, Y. Shi, P. Ying, K. Xu, T. Liang, Y. Wang, Z. Zeng, X. Wu, W. Zhou, S. Xiong, S. Chen, Z. Fan, Journal of Applied Physics 135 (2024).

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

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

Response matching for generating materials and molecules
B. Cheng, Journal of Chemical Theory and Computation 20 (2024) 9259–9266.

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

Cartesian atomic cluster expansion for machine learning interatomic potentials
B. Cheng, Npj Computational Materials 10 (2024).

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

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

Integrating molecular dynamics simulations and experimental data for azeotrope predictions in binary mixtures
X. Wang, B. Cheng, Journal of Chemical Physics 161 (2024).

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

Quantitative omnigenic model discovers interpretable genome-wide associations
N. Ruzickova, M. Hledik, G. Tkačik, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).

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

Unveiling crucial chemical processing parameters influencing the performance of solution-processed inorganic thermoelectric materials
C. Fiedler, M. Calcabrini, Y. Liu, M. Ibáñez, Angewandte Chemie International Edition 63 (2024).

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

Solution-processed, surface-engineered, polycrystalline CdSe-SnSe exhibiting low thermal conductivity
C. Fiedler, Y. Liu, M. Ibáñez, Journal of Visualized Experiments 2024 (2024).

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

Land surface modeling informed by earth observation data: Toward understanding blue–green–white water fluxes in High Mountain Asia
P. Buri, S. Fatichi, T. Shaw, C.L. Fyffe, E.S. Miles, M. McCarthy, M. Kneib, S. Ren, A. Jouberton, S. Fugger, L. Jia, J. Zhang, C. Shen, C. Zheng, M. Menenti, F. Pellicciotti, Geo-Spatial Information Science 27 (2024) 703–727.

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

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

Examples of projective billiards with open sets of periodic orbits
C. Fiorebe, Discrete and Continuous Dynamical Systems- Series A 44 (2024) 3287–3301.

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

Chromatic alpha complexes
S. Cultrera di Montesano, O. Draganov, H. Edelsbrunner, M. Saghafian, ArXiv (n.d.).

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

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

Overparametrization helps offline-to-online generalization of closed-loop control from pixels
M. Lechner, R. Hasani, A. Amini, T.H. Wang, T.A. Henzinger, D. Rus, in:, Proceedings of the 2024 IEEE International Conference on Robotics and Automation, IEEE, 2024, pp. 2774–2782.

View | DOI | WoS

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

Properties of the strong data processing constant for Rényi divergence
L. Jin, A.R. Esposito, M. Gastpar, in:, Proceedings of the 2024 IEEE International Symposium on Information Theory, IEEE, 2024, pp. 3178–3183.

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

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

Computationally efficient codes for strongly Dobrushin-Stambler nonsymmetrizable oblivious AVCs
B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, Y. Zhang, in:, Proceedings of the 2024 IEEE International Symposium on Information Theory , IEEE, 2024, pp. 1586–1591.

View | DOI | WoS

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

Variational characterizations of Sibson's α-mutual information
A.R. Esposito, M. Gastpar, I. Issa, in:, Proceedings of the 2024 IEEE International Symposium on Information Theory , IEEE, 2024, pp. 2110–2115.

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