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cond-mat.mtrl-sci2023
Neural Network Interatomic Potentials For Open Surface Nano-mechanics Applications
Amirhossein D. Naghdi, Franco Pellegrini, Emine Küçükbenli +4
Material characterization in nano-mechanical tests requires precise interatomic potentials for the computation of atomic energies and forces with near-quantum accuracy. For such pu…
physics.comp-ph2023
PANNA 2.0: Efficient neural network interatomic potentials and new architectures
Franco Pellegrini, Ruggero Lot, Yusuf Shaidu +1
We present the latest release of PANNA 2.0 (Properties from Artificial Neural Network Architectures), a code for the generation of neural network interatomic potentials based on lo…