Machine Learned Interatomic Potentials Development
ML-Powered Coarse-Grained Simulations
Multimodal ML model for Materials Discovery
Exascale Simulations of Rocket Fuels
Impact of Shock Wave on Fuel Droplets
Behaviour at Supercritical Temperatures
Electrode-electrolyte Interfaces
Polymer electrolyte systems
Aqueous Electrolytes
Liquid Electrolytes
Role of Cations on Reaction Kinetics
Molecular Dynamics Investigation
Reaction Modulation using Water Network
Reactions Investigated: CO2RR, HER, HOR
DNA/RNA Charge Transport
Machine Learning of DNA Conductance
DNA-Drug Intercalation
Multiscale Methodology using Molecular Dynamics, Density Functional Theory, Kinetic Monte Carlo and Machine Learning
SARS-CoV-2 Spike Protein Interaction with Human ACE2
Effect of Mutations of SARS-CoV-2 Transmissibility
Extensive MD simulations
Free energy sampling simulations,