Yuehaw Khoo

Assistant Professor
Department of Statistics and the College

Yuehaw Khoo
Office:
Jones 122A
Phone:
773-834-2063
Fax:
773-702-9810
Email:
ykhoo@galton.uchicago.edu

Research

I am an applied mathematician interested in developing computational and data-driven techniques for problems in biological and physical sciences. In particular, I develop methods for protein structure determination from NMR spectroscopy and more recently, from Cryo-EM. My work addresses the numerical challenges that arise in these applications using optimization and machine learning methods. Broadly speaking, my research centers on two common challenges:  (1) Non-convex, discrete or large scale optimization problems. (2) Representation of high-dimensional functions using neural-network and tensor network. The solutions to these challenges also find applications in engineering disciplines such as computer graphics, medical imaging and sensor networks. 

Last update: 8/19