10 citations · 30 across the 18 of their papers we have counts for
3 papers · 1 filter
Physics-informed Neural-Network Software for Molecular Dynamics Applications
Taufeq Mohammed Razakh, Beibei Wang, Shane Jackson +4
We have developed a novel differential equation solver software called PND based on the physics-informed neural network for molecular dynamics simulators. Based on automatic differ…
Computational framework for polymer synthesis to study dielectric properties using polarizable reactive molecular dynamics
Ankit Mishra, Lihua Chen, ZongZe Li +11
The increased energy and power density required in modern electronics poses a challenge for designing new dielectric polymer materials with high energy density while maintaining lo…
EZFF: Python Library for Multi-Objective Parameterization and Uncertainty Quantification of Interatomic Forcefields for Molecular Dynamics
Aravind Krishnamoorthy, Ankit Mishra, Deepak Kamal +7
Parameterization of interatomic forcefields is a necessary first step in performing molecular dynamics simulations. This is a non-trivial global optimization problem involving quan…