About

My research sits at the intersection of computer graphics, computer vision, and scientific computing, with a particular emphasis on physics-based light transport simulation, differentiable & inverse rendering, and Monte Carlo methods for partial differential equations. More broadly, I am interested in developing mathematically grounded algorithms for modeling complex physical phenomena and for enabling the analysis, reconstruction, and design of geometry, materials, and illumination from diverse sensor data and physical measurements.

Research topics

• Computer science
• Medicine
• Biology
• Machine learning
• Computational biology

Frequent coauthors

• Kenneth B. Margulies

  University of Pennsylvania

  27 shared

• Håkon Håkonarson

  University of Pennsylvania

  27 shared

• Yi Li

  27 shared

• Mikel Hernáez

  Roche (France)

  26 shared

• Christine S. Moravec

  Cleveland Clinic Lerner College of Medicine

  26 shared

• Sridhar Hannenhalli

  26 shared

• Dejan Juric

  26 shared

• Michael P. Morley

  University of Pennsylvania

  26 shared

Labs

• Siebel School of Computing and Data SciencePI

Education

• Ph.D.

  Cornell University

  2014

Awards & honors

• NSF CAREER Award

Similar researchers at University of Illinois Urbana-Champaign

• Jiawei Hanh-146
• Maria T. Grosse Perdekamph-141
• Gan Zhangh-134
• Jeffrey S. Mooreh-130
• Shuming Nieh-128