Tianshu Wen

1. Reduced-order modeling for parameterized PDEs via implicit neural representations
   2023/11/28 by Tianshu Wen, Kookjin Lee, Wen, Tianshu +3 · 2 citations
   Computer Science · Mathematics · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Mathematical Physics (math-ph) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA) #Numerical methods for differential equations
2. An augmented Lagrangian trust-region method with inexact gradient evaluations to accelerate constrained optimization problems using model hyperreduction
   2024/05/23 by Tianshu Wen, Wen, Tianshu, Matthew J. Zahr +1 · 2 citations
   Computer Science · #FOS: Mathematics #Machine Learning and ELM #Neural Networks and Applications #Numerical Analysis (math.NA) #Optimization and Control (math.OC)