Concepedia

Mario Geiger

MG

Statistics

Publications

23

Citations

3.2K

H-Index

19

Active since

1963

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

University of Amsterdam

Lawrence Berkeley National Laboratory

Université Paris Sciences et Lettres

Centre National de la Recherche Scientifique

Mario Geiger is an author at École Polytechnique Fédérale de Lausanne specializing in computing, deep learning, and machine learning.

Publications per year

1963–2024

23

Publications

23

E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials

Simon Batzner, Albert Musaelian, Lixin Sun et al. · Nature Communications · 2022 · 1.7K citations · Full text

Natural Sciences, Chemistry, Physics +17

3D steerable CNNs: learning rotationally equivariant features in volumetric data

Maurice Weiler, Mario Geiger, Max Welling et al. · UvA-DARE (University of Amsterdam) · 2018 · 206 citations · Full text

Computing, Bioinformatics, Computer Science +15

Scaling description of generalization with number of parameters in deep learning

Mario Geiger, Arthur Paul Jacot, Stefano Spigler et al. · Journal of Statistical Mechanics Theory and Experiment · 2020 · 169 citations · Full text

Computing, Mathematics, Machine Learning +10

The strong gravitational lens finding challenge

R. B. Metcalf, M. Meneghetti, Camille Avestruz et al. · Astronomy and Astrophysics · 2019 · 151 citations · Full text

Computing, Astronomy, Computer Science +17

Taco Cohen, Mario Geiger, Jonas Koehler et al. · arXiv (Cornell University) · 2018 · 126 citations · Full text

Computing, Computer Science, Computer Vision +16

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