Wei "Wayne" Chen
Scholar

Wei "Wayne" Chen

Google Scholar ID: UlTyOWMAAAAJ
Texas A&M University, Northwestern University, Siemens Technology, University of Maryland
AIMachine LearningEngineering DesignUncertainty QuantificationAdvanced Manufacturing
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,433
 
H-index
18
 
i10-index
22
 
Publications
20
 
Co-authors
18
list available
Contact
GitHubOpen ↗
Publications
2 items
RAG: A Random-Forest-Based Generative Design Framework for Uncertainty-Aware Design of Metamaterials with Complex Functional Response Requirements
2026
Cited
0
GUIDe: Generative and Uncertainty-Informed Inverse Design for On-Demand Nonlinear Functional Responses
2025
Cited
0
Resume (English only)
Academic Achievements
  • 1. Paper “GUST: Quantifying Free-Form Geometric Uncertainty of Metamaterials Using Small Data” accepted by the Journal of Mechanical Design (Sep 10, 2025).
  • 2. Project “Design-by-Learning and Learning-from-Design: White-Box Data-Driven Design of 2D Material-Based Biosensors and Its Impact on Designers” awarded funding by NSF (Aug 15, 2025).
  • 3. Wei (Wayne) Chen awarded the Journal of Mechanical Design 2022 Reviewer Of The Year Award (Mar 6, 2023).
Research Experience
  • 1. TAMUQ Summer Research Internship Program (2024) - Hosted two outstanding undergraduate students, Ms. Wisam Gadam and Mr. Eddie Guerrero, who contributed significantly to the research.
  • 2. Summer Research Experience for Undergraduates Program (2024) - Same as above.
Co-authors
18 total
Mark Fuge
Mark Fuge
ETH Zurich
Faez Ahmed
Faez Ahmed
Associate Professor, MIT
Dex Doksoo Lee
Dex Doksoo Lee
Northwestern University
Liwei Wang
Liwei Wang
Carnegie Mellon University, Northwestern University, SJTU
Co-author 5
Co-author 5
Amin Heyrani Nobari
Amin Heyrani Nobari
Massachusetts Institute of Technology
Jun Wang
Jun Wang
Assistant Professor of Mechanical Engineering, Santa Clara University
Co-author 8
Co-author 8