Wei Chen

Full Professor, Northwestern University, Northwestern University

Joined

July 2019

Names

Wei Chen

Emails

****@northwestern.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Full Professor

Northwestern University, Northwestern University (u.northwestern.edu)

2003 – Present

Advisors, Relations & Conflicts

PhD Advisee

Vispi Nevile Karkaria

2021 – 2026

Expertise

engineering design

Present

network modeling

Present

adaptive learning

Present

Publications

Towards Intelligent Manufacturing: Spatio-Temporal Learning of Process–Material Dynamics with Attention-Driven Neural Operators
Vispi Nevile Karkaria, Doksoo Lee, Yi-Ping Chen, Ying-Kuan Tsai, Yue Yu, Wei Chen
- AI4Mat-ICLR-2026 Poster
- Readers: Everyone
TIMESLIVER : SYMBOLIC-LINEAR DECOMPOSITION FOR EXPLAINABLE TIME SERIES CLASSIFICATION
Akash Pandey, Payal Mohapatra, Wei Chen, Qi Zhu, Sinan Keten
- ICLR 2026 Poster
- Readers: Everyone
Uncertainty-aware mixed-variable machine learning for materials design
Hengrui Zhang, Wei Wayne Chen, Akshay Iyer, Daniel W Apley, Wei Chen
- Scientific Reports
- Readers: Everyone
ASNO: An Interpretable Attention-Based Spatio-Temporal Neural Operator for Robust Scientific Machine Learning
Vispi Nevile Karkaria, Doksoo Lee, Yi-Ping Chen, Yue Yu, Wei Chen
- ICML 2025 R2-FM Workshop Poster
- Readers: Everyone
COLOR: A COMPOSITIONAL LINEAR OPERATION BASED REPRESENTATION OF PROTEIN SEQUENCES FOR IDENTIFICATION OF MONOMER CONTRIBUTIONS TO PROPERTIES
Akash Pandey, Wei Chen, Sinan Keten
- MLGenX 2025
- Readers: Everyone
Nonstationarity Analysis of Materials Microstructures via Fisher Score Vectors
Kungang Zhang, Daniel W Apley, Wei Chen
- Acta Materialia
- Readers: Everyone
Graph Representation of Local Environments for Learning High-Entropy Alloy Properties
Hengrui Zhang, Ruishu Huang, Jie Chen, James Rondinelli, Wei Chen
- AI4Mat-NeurIPS-2024
- Readers: Everyone
Automated Diffraction Pattern Analysis for Identifying Crystal Systems Using Multiview Opinion Fusion Machine Learning
Jie Chen, Hengrui Zhang, Carolin B Wahl, Wei Liu, Chad Mirkin, Vinayak Dravid, Daniel W Apley, Wei Chen
- AI4Mat-2023 Poster
- Readers: Everyone
Mitigating Bias in Scientific Data: A Materials Science Case Study
Hengrui Zhang, Wei Chen, James Rondinelli, Wei Chen
- NeurIPS2023-AI4Science Poster
- Readers: Everyone
Convolution Hierarchical Deep-Learning Neural Network Tensor Decomposition (C-HiDeNN-TD) for high-resolution topology optimization
Hengyang Li, Stefan Knapik, Yangfan Li, Chanwook Park, Jiachen Guo, Satyajit Mojumder, Ye Lu, Wei Chen, Daniel W Apley, Wing Liu
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 11 publications

Co-Authors

View all 29 co-authors