13 citations · 13 across the 3 of their papers we have counts for
3 papers
Reproducible capillary fluctuation analysis of solid-liquid interfaces for stiffness and anisotropy calculations
Kai Liu, Douglas E. Spearot, Damien Tourret
The capillary fluctuation method (CFM) is widely used to compute solid--liquid interfacial properties from atomistic simulations, but its accuracy depends on choices in interface c…
Validation Workflow for Machine Learning Interatomic Potentials for Complex Ceramics
Kimia Ghaffari, Salil Bavdekar, Douglas E. Spearot +1
The number of published Machine Learning Interatomic Potentials (MLIPs) has increased significantly in recent years. These new data-driven potential energy approximations often lac…
A Genetic Algorithm Trained Machine-Learned Interatomic Potential for the Silicon-Carbon System
Michael MacIsaac, Salil Bavdekar, Douglas Spearot +1
A linear regression-based machine learned interatomic potential (MLIP) was developed for the silicon-carbon system. The MLIP was predominantly trained on structures discovered thro…