2 citations · 4 across the 3 of their papers we have counts for
4 papers
Generalizability of Functional Forms for Interatomic Potential Models Discovered by Symbolic Regression
Alberto Hernandez, Tim Mueller
In recent years there has been great progress in the use of machine learning algorithms to develop interatomic potential models. Machine-learned potential models are typically orde…
Reactive Laser Synthesis of Ultra-high-temperature Ceramics HfC, ZrC, TiC, HfN, ZrN, and TiN for Additive Manufacturing
Adam B. Peters, Chuhong Wang, Dajie Zhang +4
Ultra-high-temperature ceramics (UHTCs) are optimal structural materials for applications that require extreme temperature resilience, resistance to chemically aggressive environme…
Selective Laser Reaction Synthesis of SiC, SiN and HfC/SiC Composites for Additive Manufacturing
Adam B. Peters, Dajie Zhang, Alberto Hernandez +4
Selective laser reaction sintering techniques (SLRS) techniques were investigated for the production of near net-shape non-oxide ceramics including SiC, SiN, and HfC/SiC co…
Fast, accurate, and transferable many-body interatomic potentials by symbolic regression
Alberto Hernandez, Adarsh Balasubramanian, Fenglin Yuan +2
The length and time scales of atomistic simulations are limited by the computational cost of the methods used to predict material properties. In recent years there has been great p…