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

Bayesian Optimization of Environmentally Sustainable Graphene Inks Produced by Wet Jet Milling
Lindsay E. Chaney, Anton van Beek, Julia R. Downing, Jinrui Zhang, Hengrui Zhang, Janan Hui, E. Alexander Sorensen, Maryam Khalaj, Jennifer B. Dunn, Wei Chen, Mark C. Hersam
- OpenReview Archive Direct Upload
- Readers: Everyone
Systematic coarse-graining of epoxy resins with machine learning-informed energy renormalization
Andrea Giuntoli, Anton van Beek, Nitin K. Hansoge, Wei Chen, Sinan Keten
- OpenReview Archive Direct Upload
- Readers: Everyone
Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise
Anton van Beek, Umar Farooq Ghumman, Joydeep Munshi, Siyu Tao, TeYu Chien, Ganesh Balasubramanian, Matthew Plumlee, Daniel W Apley, Wei Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
Digital twins for the designs of systems: a perspective
Anton van Beek, Vispi Nevile Karkaria, Wei Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
Semi-Parametric Functional Calibration Using Uncertainty Quantification Based Decision Support
Anton van Beek, Andrea Giuntoli, Nitin K. Hansoge, Sinan Keten, Wei Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
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
Interpretability Driven Evolutionary Approach for the Design of Biological Sequences
Akash Pandey, Wei Chen, Sinan Keten
- MLGenX 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

View all 17 publications

Co-Authors

View all 46 co-authors