Joshua A. Vita

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Machine Learning Models

Top Venues

Mach. Learn. Sci. Technol.

Publications

Joshua A. Vita, Amit Samanta, Fei Zhou, Vincenzo Lordi
LTAU-FF: Loss Trajectory Analysis for Uncertainty in Atomistic Force Fields. CoRR (2024)
Joshua A. Vita, Daniel Schwalbe-Koda
Data efficiency and extrapolation trends in neural network interatomic potentials. Mach. Learn. Sci. Technol. 4 (3) (2023)
Joshua A. Vita, Daniel Schwalbe-Koda
Data efficiency and extrapolation trends in neural network interatomic potentials. CoRR (2023)
Joshua A. Vita, Dallas R. Trinkle
Spline-based neural network interatomic potentials: blending classical and machine learning models. CoRR (2023)