MICDE Fellow

Chengyang Huang

2023-2024 MICDE fellow

Home Program
Mechanical Engineering

Portrait of Chenyang Huang

Background

My research focuses on Scientific Machine Learning and Uncertainty Quantification for complex systems in science, engineering, and biology. Primary focuses include Inverse Reinforcement Learning, Bayesian Inference and their applications cancer cell behavior study in biology, and smart semiconductor manufacturing.

Mentor


Xun Huan

Research Areas

AI; ML and Statistical Inference
Biology Applications and Engineering
Computational and Informational Processing
Data Processing; Integration; Mining and Visualization
Modeling: Multi-scale; Predictive and Metamodeling
Physics: Theory; Methods and Application