MICDE Fellow

Juan-Alberto Estrada-Garcia

2023-2024 MICDE fellow

Home Program
Industrial and Operations Engineering

Portrait of Juan-Alberto Estrada-Garcia

Background

Juan Estrada is a Ph.D. student in Industrial and Operations Engineering. His research focuses on developing models and methodologies for solving large-scale nonconvex optimization problems in complex networks. Methods include stochastic optimization, distributionally robust optimization, parallel computing and reinforcement learning. Applications include risk management for monitoring critical infrastructure systems, as well as logistic network design under uncertainty.

My primary website is: http://www-personal.umich.edu/~juanest/

Mentor


Siqian Shen

Research Areas

AI; ML and Statistical Inference
Algorithms and Codes
Biology Applications and Engineering
Numerical Analysis; Statistics and Stochastic Methods and Theories