Zahr, Matthew J.

1. Progressive construction of a parametric reduced-order model for\n PDE-constrained optimization
   2014/07/28 by Matthew J. Zahr, Charbel Farhat, Zahr, Matthew J. +1 · 5 citations
   Engineering · Physics and Astronomy · #FOS: Mathematics #Hydraulic and Pneumatic Systems #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Real-time simulation and control systems
2. Model reduction of convection-dominated partial differential equations via optimization-based implicit feature tracking
   2021/09/29 by Mirhoseini, Marzieh Alireza, Zahr, Matthew J. · 2 citations
   #FOS: Mathematics #Numerical Analysis (math.NA)
3. An efficient, globally convergent method for optimization under\n uncertainty using adaptive model reduction and sparse grids
   2018/10/31 by Matthew J. Zahr, Kevin Carlberg, Zahr, Matthew J. +3 · 1 citation
   Decision Sciences · Mathematics · Physics and Astronomy · #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design
4. 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)
5. A space-time high-order implicit shock tracking method for shock-dominated unsteady flows
   2023/08/08 by Charles J. Naudet, Matthew J. Zahr, Naudet, Charles J. +1 · 1 citation
   Engineering · Mathematics · #Computational Fluid Dynamics and Aerodynamics #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics and Turbulent Flows #Gas Dynamics and Kinetic Theory #Mathematical Physics (math-ph) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)