Yu-Chin Chan

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Sample Selection

Multiclass Support Vector Machines

Perceptron Algorithm

Top Venues

Publications

Doksoo Lee, Wei Wayne Chen, Liwei Wang, Yu-Chin Chan, Wei Chen
Data-Driven Design for Metamaterials and Multiscale Systems: A Review. CoRR (2023)
Doksoo Lee, Yu-Chin Chan, Wei Chen, Liwei Wang, Anton van Beek, Wei Chen
T-METASET: Task-Aware Generation of Metamaterial Datasets by Diversity-Based Active Learning. CoRR (2022)
Liwei Wang, Anton van Beek, Daicong Da, Yu-Chin Chan, Ping Zhu, Wei Chen
Data-Driven Multiscale Design of Cellular Composites with Multiclass Microstructures for Natural Frequency Maximization. CoRR (2021)
Yu-Chin Chan, Daicong Da, Liwei Wang, Wei Chen
Remixing Functionally Graded Structures: Data-Driven Topology Optimization with Multiclass Shape Blending. CoRR (2021)
Liwei Wang, Zhao Liu, Daicong Da, Yu-Chin Chan, Wei Chen, Ping Zhu
Enhancing Data-driven Multiscale Topology Optimization with Generalized De-homogenization. CoRR (2021)
Yu-Chin Chan, Faez Ahmed, Liwei Wang, Wei Chen
METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design. CoRR (2020)
Liwei Wang, Yu-Chin Chan, Faez Ahmed, Zhao Liu, Ping Zhu, Wei Chen
Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems. CoRR (2020)