Joshua A Vita

ColabFit exchange: Open-access datasets for data-driven interatomic potentials.

Amit Gupta, E. Tadmor, Stefano Martiniani, 2023, The Journal of chemical physics.

Data efficiency and extrapolation trends in neural network interatomic potentials

Joshua A. Vita, Daniel Schwalbe-Koda, Joshua A Vita, 2023, Mach. Learn. Sci. Technol..

Spline-based neural network interatomic potentials: blending classical and machine learning models

D. Trinkle, Joshua A Vita, 2023, Computational Materials Science.

Exploring the necessary complexity of interatomic potentials

Dallas R. Trinkle, Joshua A. Vita, D. Trinkle, 2021 .