Published several papers, including research on phase retrieval in digital holography using conditional generative models, experimental demonstration that reaction rates can increase with barrier height under certain conditions, consistency between Fick-Jacobs predictions and measured mean first-passage times in microfluidic channels, and experimental evidence of symmetry breaking in transition-path times.
Research Experience
Involved in multiple research projects, such as inverse digital holography using conditional generative models, optimizing Kramers' problem for reaction rates, Fick-Jacobs theory and entropic transport in microfluidic systems, etc.
Background
Research interests: Holography, machine learning, and stochastic thermodynamics. Specializes in the application of optical instruments and manipulation of microscopic particles.