Kevin Chiu

PhD Student

GitHub

knchiu@terpmail.umd.edu

Kevin Chiu is a Ph.D. student at the University of Maryland, College Park. His research combines machine learning, mechanical design, and physics simulations with the vision of a fully automated design process. He received his M.S. and B.S. from Carnegie Mellon University.

Papers

Automatically Discovering Mechanical Functions from Physical Behaviors Via Clustering

Learning to Abstract and Compose Mechanical Device Function and Behavior

Airfoil Design Parameterization and Optimization using Bézier Generative Adversarial Networks

Checking the Automated Construction of Finite Element Simulations from Dirichlet Boundary Conditions

Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks