Hyunmin Cheong
Principal Research Scientist
Americas
Biography
Hyunmin Cheong is a Principal Research Scientist at Autodesk Research. His research focus is on the application of various computational and artificial intelligence techniques in engineering design. His work has been published at a number of diverse conferences/journals in the areas of design computing and automation, design theories and methods, design optimization, constraint programming, evolutionary computation, applied ontologies, and more. Hyunmin received a PhD in Mechanical Engineering from the University of Toronto.
Publications (36)
2024
Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel–Softmax method
New gradient-based optimizer for handling budget and material…
2021
Optimal Design of Continuum Robots with Reachability Constraints
While multi-joint continuum robots are highly dexterous and flexible,…
2020
Multi-speed Gearbox Synthesis Using Global Search and Non-convex Optimization
We consider the synthesis problem of a multi-speed gearbox, a…
Projects
2017
Project Dreamcatcher: Generative Design Solutions in CAD
What if a CAD system could generate thousands of design options that…
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