About
Professor Han Cheng Lie is a faculty member at the Institut für Mathematik, Universität Potsdam, specialising in Uncertainty Quantification. His research focuses on Bayesian inference, inverse problems, and probabilistic numerical methods.
- Contact: han.lie@uni-potsdam.de
- Location: Campus Golm, Haus 9, Karl-Liebknecht-Str. 24-25, D-14476 Potsdam OT Golm, Germany
His work addresses mathematical challenges in Bayesian inverse problems, including stability analysis of posteriors, low-rank approximations for Gaussian posteriors, and randomized algorithms for differential equations. He has contributed to Markov chain Monte Carlo on manifolds and transition path theory for diffusion processes.
Recent publications highlight advances in dimension-independent sampling, probabilistic integrators, and model error mitigation in Bayesian frameworks. His methodological innovations span applications in computational statistics, molecular dynamics, and geophysical fluid dynamics.
He organizes academic events like the Potsdam Data Assimilation Days and has presented at international workshops including Oberwolfach and SIAM conferences.
