Lihong Feng

1. Active-Learning-Driven Surrogate Modeling for Efficient Simulation of Parametric Nonlinear Systems
   2023/06/09 by Harshit Kapadia, Kapadia, Harshit, Lihong Feng +3 · 1 citation
   Engineering · Physics and Astronomy · #Computational Engineering #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Vibration Analysis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Real-time simulation and control systems #and Science (cs.CE)
2. Data-augmented predictive deep neural network: Enhancing the extrapolation capabilities of non-intrusive surrogate models
   2024/10/17 by Shuwen Sun, Sun, Shuwen, Lihong Feng +3 · 2 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning
3. Reduced basis method for the nonlinear Poisson-Boltzmann equation regularized by the range-separated canonical tensor format
   2021/02/27 by Cleophas Kweyu, Kweyu, Cleophas, Lihong Feng +5 · 1 citation
   Mathematics · #FOS: Mathematics #Numerical Analysis (math.NA) #Tensor decomposition and applications