Maurizio M. Chiaramonte

1. CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations
   2022/06/06 by Peter Yichen Chen, Jinxu Xiang, Chen, Peter Yichen +15 · 9 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #Computational Engineering #Computational Physics (physics.comp-ph) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Finance #Graphics (cs.GR) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #and Science (cs.CE)
2. Model reduction for the material point method via an implicit neural representation of the deformation map
   2021/09/25 by Peter Yichen Chen, Chen, Peter Yichen, Maurizio M. Chiaramonte +5 · 5 citations
   Engineering · Physics and Astronomy · #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Fluid Dynamics Simulations and Interactions #Graphics (cs.GR) #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #and Science (cs.CE)
3. LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields
   2023/10/24 by Chang Yue, Chang, Yue, Peter Yichen Chen +9 · 2 citations
   Computer Science · Physics and Astronomy · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Model Reduction and Neural Networks