Felix A. Faber

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Kernel Ridge Regression

Machine Learning Models

Top Venues

Mach. Learn. Sci. Technol.

Publications

Ilyes Batatia, Lars L. Schaaf, Gábor Csányi, Christoph Ortner, Felix A. Faber
Equivariant Matrix Function Neural Networks. ICLR (2024)
Ilyes Batatia, Lars L. Schaaf, Huajie Chen, Gábor Csányi, Christoph Ortner, Felix A. Faber
Equivariant Matrix Function Neural Networks. CoRR (2023)
Carl Poelking, Felix A. Faber, Bingqing Cheng
BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scale. Mach. Learn. Sci. Technol. 3 (4) (2022)
Carl Poelking, Felix A. Faber, Bingqing Cheng
BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scale. CoRR (2021)
Behnam Parsaeifard, Deb Sankar De, Anders S. Christensen, Felix A. Faber, Emir Kocer, Sandip De, Jörg Behler, O. Anatole von Lilienfeld, Stefan Goedecker
An assessment of the structural resolution of various fingerprints commonly used in machine learning. Mach. Learn. Sci. Technol. 2 (1) (2021)
Julia Westermayr, Felix A. Faber, Anders S. Christensen, O. Anatole von Lilienfeld, Philipp Marquetand
Neural networks and kernel ridge regression for excited states dynamics of CH2NH$_2^+$: From single-state to multi-state representations and multi-property machine learning models. Mach. Learn. Sci. Technol. 1 (2) (2020)