Felix A. Faber

According to our database, Felix A. Faber authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Equivariant Matrix Function Neural Networks.

Ilyes Batatia, Lars L. Schaaf, Gábor Csányi, Christoph Ortner, Felix A. Faber

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Equivariant Matrix Function Neural Networks.

Ilyes Batatia, Lars L. Schaaf, Huajie Chen, Gábor Csányi, Christoph Ortner, Felix A. Faber

CoRR, 2023

2022

BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scale.

Carl Poelking, Felix A. Faber, Bingqing Cheng

Mach. Learn. Sci. Technol., December, 2022

2021

An assessment of the structural resolution of various fingerprints commonly used in machine learning.

Behnam Parsaeifard, Deb Sankar De, Anders S. Christensen, Felix A. Faber, Emir Kocer, Sandip De, Jörg Behler, O. Anatole von Lilienfeld, Stefan Goedecker

Mach. Learn. Sci. Technol., 2021

2020

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.

Julia Westermayr, Felix A. Faber, Anders S. Christensen, O. Anatole von Lilienfeld, Philipp Marquetand

Mach. Learn. Sci. Technol., 2020