
Quantum Electronic Structure Analysis
Focuses on quantum chemical calculations of molecules using ab initio methods, density functional theory (DFT), and coupled-cluster techniques. Projects include the prediction of reaction intermediates, transition states, and electronic spectra of small molecules.

Multiscale QM Integration
Interdisciplinary simulation frameworks that couple quantum mechanics with molecular mechanics (QM/MM) and coarse-grained modeling for complex systems. Focus areas include protein-ligand interactions, nanoscale materials, and emergent quantum effects in molecular assemblies.

Enzyme Mechanism Simulation
Investigates enzyme-catalyzed reactions through QM/MM hybrid simulations and molecular dynamics. Typical systems include cytochrome P450, lysozyme helps produce predictive models of enzymatic kinetics consistent with experimental observations.

Thermodynamic and Kinetic Modeling
Projects involve solvation modeling, computational thermodynamics and transition state theory to predict reaction rates, Gibbs free energy (ΔG), enthalpy (ΔH), and entropy (ΔS) for chemical and biochemical systems.


Methodology
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