Machine learning and data-driven methods in computational surface and interface science. [PDF]
Hörmann L, Stark WG, Maurer RJ.
europepmc +1 more source
Structural, Mechanical, and Electronic Properties of High-Hardness Silicon Tetranitride. [PDF]
Liu L, Qi J, Ding C, Wang D, Zhang S.
europepmc +1 more source
First principles simulations of transition metals for diodes: challenges and approaches to overcome inaccuracies in calculations. [PDF]
Petroselli M +6 more
europepmc +1 more source
Multiscale Simulation of Nanowear-Resistant Coatings. [PDF]
Liu X, Gao K, Chen P, Yin L, Yang J.
europepmc +1 more source
Molecular Simulations with a Pretrained Neural Network and Universal Pairwise Force Fields. [PDF]
Kabylda A +8 more
europepmc +1 more source
Toward a Generalizable Prediction Model of Molten Salt Mixture Density with Chemistry-Informed Transfer Learning. [PDF]
Barra J +8 more
europepmc +1 more source
Parametrization of Zirconium for DFTB3/3OB: A Pathway to Study Complex Zr-Compounds for Biomedical and Material Science Applications. [PDF]
Penz A +4 more
europepmc +1 more source
Fast and Fourier features for transfer learning of interatomic potentials. [PDF]
Novelli P +6 more
europepmc +1 more source
Theoretical study of GaBX<sub>3</sub> halide perovskites for optoelectronic and energy conversion applications. [PDF]
Shamsuddoha SM +4 more
europepmc +1 more source
Adsorption and Aggregation Behavior of Si, Sn, and Cu Atoms on Carbon Nanotubes (CNTs) According to Classical Molecular Dynamics Simulations. [PDF]
Yuan Q, Liu Q, Li H.
europepmc +1 more source

