Ex. 1: Machine Learning Interatomic Potentials (MLIP) for Molecular Dynamics

Ex. 2: Materials Inverse Design using Generative AI

Ex. 3: Ontology and Knowledge Graph (KG) for Materials Design

2. Interfacial Engineering Research

Ex. 1: Battery Electrolyte Solvation Mechanism

Ex. 2: Solid Electrolyte Interface at Solid-Solid (Solid-Liquid) Interface

Ex. 3: Ion Diffusion Mechanism on Semiconductor Surfaces

Ex. 4: Polymer Interfaces for Triboelectric Nanogenerators

Ex. 5: Ammonia Cracking Catalysts for Hydrogen Evolution Reaction