Vita, Joshua A.

1. ColabFit Exchange: open-access datasets for data-driven interatomic potentials
   2023/06/19 by Joshua A. Vita, Vita, Joshua A., Eric G. Fuemmeler +13 · 4 citations
   Computer Science · Energy · Materials Science · #CO2 Reduction Techniques and Catalysts #Computational Drug Discovery Methods #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
2. LTAU-FF: Loss Trajectory Analysis for Uncertainty in Atomistic Force Fields
   2024/02/01 by Joshua A. Vita, Amit Samanta, Vita, Joshua A. +5 · 2 citations
   Decision Sciences · Engineering · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Nuclear Engineering Thermal-Hydraulics #Nuclear reactor physics and engineering #Probabilistic and Robust Engineering Design
3. Spline-based neural network interatomic potentials: blending classical and machine learning models
   2023/10/04 by Joshua A. Vita, Dallas R. Trinkle, Vita, Joshua A. +1 · 1 citation
   Materials Science · Computer Science · Engineering · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Advanced Chemical Sensor Technologies