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2208.12104
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Algorithmic Differentiation for Automated Modeling of Machine Learned Force Fields
25 August 2022
Niklas Schmitz
Klaus-Robert Muller
Stefan Chmiela
AI4CE
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Papers citing
"Algorithmic Differentiation for Automated Modeling of Machine Learned Force Fields"
3 / 3 papers shown
Title
Scaling up machine learning-based chemical plant simulation: A method for fine-tuning a model to induce stable fixed points
Malte Esders
G. A. Ramirez
M. Gastegger
S. Samal
17
1
0
25 Jul 2023
SpookyNet: Learning Force Fields with Electronic Degrees of Freedom and Nonlocal Effects
Oliver T. Unke
Stefan Chmiela
M. Gastegger
Kristof T. Schütt
H. E. Sauceda
K. Müller
151
245
0
01 May 2021
Lagrangian Neural Networks
M. Cranmer
S. Greydanus
Stephan Hoyer
Peter W. Battaglia
D. Spergel
S. Ho
PINN
127
422
0
10 Mar 2020
1