Hyuntae Lim

Ph. D.
Computational Nano-Bio Chemistry Laboratory
Department of Chemistry, Seoul National University

Educational Backgrounds

• B.S. Chemistry, Seoul National University
• B.S. Physics, Seoul National University
• Ph. D. Chemistry, Seoul National University

Research Interests

• Machine learning applications in molecular simulations
• Non-equilibrium statistical thermodynamics and dynamic ensemble theory
• Theoretical framework for stochastic processes

Publications

• “MLSolvA: solvation free energy prediction from pairwise atomistic interactions by machine learning”, H. Lim and Y. Jung, J. Cheminform., 13, 56 (2021)
• “Delfos: deep learning model for prediction of solvation free energies in generic organic solvents”, H. Lim and Y. Jung, Chem. Sci., 10, 8306-8315 (2019)