Volker L. Deringer

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 6

Top Topics

Multi Layer Perceptron

Train A Neural Network

Training Patterns

Top Venues

J. Comput. Chem.

Mach. Learn. Sci. Technol.

Nat. Comput. Sci.

Publications

John L. A. Gardner, Kathryn T. Baker, Volker L. Deringer
Synthetic pre-training for neural-network interatomic potentials. Mach. Learn. Sci. Technol. 5 (1) (2024)
Chiheb Ben Mahmoud, John L. A. Gardner, Volker L. Deringer
Data as the next challenge in atomistic machine learning. Nat. Comput. Sci. 4 (6) (2024)
John L. A. Gardner, Kathryn T. Baker, Volker L. Deringer
Synthetic pre-training for neural-network interatomic potentials. CoRR (2023)
John L. A. Gardner, Zoé Faure Beaulieu, Volker L. Deringer
Synthetic data enable experiments in atomistic machine learning. CoRR (2022)
Ryky Nelson, Christina Ertural, Janine George, Volker L. Deringer, Geoffroy Hautier, Richard Dronskowski
LOBSTER : Local orbital projections, atomic charges, and chemical-bonding analysis from projector-augmented-wave-based density-functional theory. J. Comput. Chem. 41 (21) (2020)
Stefan Maintz, Volker L. Deringer, Andreì L. Tchougréeff, Richard Dronskowski
LOBSTER: A tool to extract chemical bonding from plane-wave based DFT. J. Comput. Chem. 37 (11) (2016)
Volker L. Deringer, Marck Lumeij, Ralf P. Stoffel, Richard Dronskowski
. J. Comput. Chem. 34 (27) (2013)
Stefan Maintz, Volker L. Deringer, Andreì L. Tchougréeff, Richard Dronskowski
Analytic projection from plane-wave and PAW wavefunctions and application to chemical-bonding analysis in solids. J. Comput. Chem. 34 (29) (2013)