Yunfei Huang
A Postdoc / Machine Learning Researcher
I am a postdoctoral researcher at Helmholtz-Zentrum Hereon in Geesthacht, working on data-driven modeling for the Earth system. Previously, I obtained PhD in biophysics at the University of Cologne on advanced data analysis for traction force microscopy and data-driven discovery of physical equations.
I am interested in the uncertainty quantification for the inverse ill-posed problem, e.g. the image reconstruction and the identification of the governing equations (ODEs, PDEs and SDEs), by using deep learning, Bayesian approaches, and information theory.
