Wei Wayne Chen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Design Principles

Hierarchical Hidden Markov Models

Machine Learning

Top Venues

Publications

Wei Wayne Chen, Rachel Sun, Doksoo Lee, Carlos M. Portela, Wei Chen
Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning. CoRR (2024)
Doksoo Lee, Wei Wayne Chen, Liwei Wang, Yu-Chin Chan, Wei Chen
Data-Driven Design for Metamaterials and Multiscale Systems: A Review. CoRR (2023)
Hengrui Zhang, Wei Wayne Chen, Akshay Iyer, Daniel W. Apley, Wei Chen
Uncertainty-aware Mixed-variable Machine Learning for Materials Design. CoRR (2022)
Hengrui Zhang, Wei Wayne Chen, James M. Rondinelli, Wei Chen
ET-AL: Entropy-Targeted Active Learning for Bias Mitigation in Materials Data. CoRR (2022)
Wei Wayne Chen, Doksoo Lee, Wei Chen
Deep Generative Models for Geometric Design Under Uncertainty. CoRR (2021)