Yu‐Chin Chan

Deep generative modeling for mechanistic-based learning and design of metamaterial systems

Liwei Wang, Yu‐Chin Chan, Faez Ahmed et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 310 citations · Full text

Engineering, Multiscale Mechanics, Mechanistic-based Learning +9

Globally Approximate Gaussian Processes for Big Data With Application to Data-Driven Metamaterials Design

Ramin Bostanabad, Yu‐Chin Chan, Liwei Wang et al. · Journal of Mechanical Design · 2019 · 60 citations · Full text

Data-driven metamaterial design with Laplace-Beltrami spectrum as “shape-DNA”

Liwei Wang, Yu‐Chin Chan, Zhao Liu et al. · Structural and Multidisciplinary Optimization · 2020 · 56 citations

Electromagnetic Metamaterials, Engineering, Data-driven Metamaterial Design +4

Robust topology optimization of multi-material lattice structures under material and load uncertainties

Yu‐Chin Chan, Kohei Shintani, Wei Chen · Frontiers of Mechanical Engineering · 2019 · 53 citations · Full text

Engineering, Robust Topology Optimization, Mechanical Engineering +18

Data-driven multiscale design of cellular composites with multiclass microstructures for natural frequency maximization

Liwei Wang, Anton van Beek, Daicong Da et al. · Composite Structures · 2021 · 53 citations

Materials Science, Multiclass Microstructures, Engineering +10