Oliver T. Unke
Orcid: 0000-0001-7503-406X
According to our database1,
Oliver T. Unke
authored at least 13 papers
between 2017 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
On csauthors.net:
Bibliography
2024
Complete and Efficient Covariants for 3D Point Configurations with Application to Learning Molecular Quantum Properties.
CoRR, 2024
2023
From Peptides to Nanostructures: A Euclidean Transformer for Fast and Stable Machine Learned Force Fields.
CoRR, 2023
2022
So3krates - Self-attention for higher-order geometric interactions on arbitrary length-scales.
CoRR, 2022
Accurate Machine Learned Quantum-Mechanical Force Fields for Biomolecular Simulations.
CoRR, 2022
So3krates: Equivariant attention for interactions on arbitrary length-scales in molecular systems.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
SpookyNet: Learning Force Fields with Electronic Degrees of Freedom and Nonlocal Effects.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Equivariant message passing for the prediction of tensorial properties and molecular spectra.
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
High-dimensional potential energy surfaces for molecular simulations: from empiricism to machine learning.
Mach. Learn. Sci. Technol., 2020
2017
Toolkit for the Construction of Reproducing Kernel-Based Representations of Data: Application to Multidimensional Potential Energy Surfaces.
J. Chem. Inf. Model., August, 2017
PLoS Comput. Biol., 2017