Qian, Elizabeth
- The Cost-Accuracy Trade-Off In Operator Learning With Neural Networks
2022/03/24 by de Hoop, Maarten V., Huang, Daniel Zhengyu, Qian, Elizabeth +1 · 9 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Reduced operator inference for nonlinear partial differential equations
2021/01/29 by Elizabeth Qian, Qian, Elizabeth, Ionuț-Gabriel Farcaș +3 · 8 citations
Engineering · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Heat Transfer and Optimization #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
- Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference
2021/11/25 by Elizabeth Qian, Qian, Elizabeth, Jemima M. Tabeart +11 · 1 citation
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #FOS: Electrical engineering #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Systems and Control (eess.SY) #electronic engineering #information engineering