2 papers
cond-mat.mtrl-sci2025
Evaluating Moment Tensor Potential in Ag-Cu Alloy: Accuracy, Transferability, and Phase Diagram Fidelity
Mashroor S. Nitol, Marco J. EcheverrÃa Iriarte, Doyl E. Dickel +1
A Moment Tensor Potential (MTP) has been developed for the Cu-Ag binary alloy and its accuracy, transferability, and thermodynamic fidelity evaluated. The model was trained on a di…
cond-mat.mtrl-sci2024
Predicting Ti-Al Binary Phase Diagram with an Artificial Neural Network Potential
Micah Nichols, Christopher D. Barrett, Doyl E. Dickel +2
The microstructure of the Ti-Al binary system is an area of great interest as it affects material properties and plasticity. Phase transformations induce microstructural changes; t…