2 papers
cond-mat.mtrl-sci2025
Review of point defect structures in hexagonal close packed metals and across the Periodic Table
Andrew Ralph Warwick, Pui-Wai Ma, Sergei Lvovich Dudarev
We present a comprehensive ab initio dataset of formation energies and elastic properties of intrinsic point defects across all the transition and rare earth hexagonal close packed…
cs.LG2024
Activation Functions for "A Feedforward Unitary Equivariant Neural Network"
Pui-Wai Ma
In our previous work [Ma and Chan (2023)], we presented a feedforward unitary equivariant neural network. We proposed three distinct activation functions tailored for this network:…