Chen, Peter Yichen

1. PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification
   2023/03/09 by Xuan Li, Li, Xuan, Yi-Ling Qiao +11 · 21 citations
   Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Robotics (cs.RO)
2. Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics
   2023/04/27 by Pingchuan Ma, Peter Yichen Chen, Ma, Pingchuan +11 · 10 citations
   Physics and Astronomy · Engineering · Computer Science · #Model Reduction and Neural Networks #Robot Manipulation and Learning #Human Pose and Action Recognition
3. Implicit Neural Spatial Representations for Time-dependent PDEs
   2022/09/30 by Honglin Chen, Chen, Honglin, Rundi Wu +7 · 7 citations
   Computer Science · Physics and Astronomy · #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Graphics (cs.GR) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA) #and Science (cs.CE)
4. CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations
   2022/06/06 by Peter Yichen Chen, Chen, Peter Yichen, Jinxu Xiang +15 · 6 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)
5. Learning Preconditioner for Conjugate Gradient PDE Solvers
   2023/05/25 by Yichen Li, Li, Yichen, Peter Yichen Chen +5 · 7 citations
   Computer Science · Engineering · Physics and Astronomy · #FOS: Mathematics #Matrix Theory and Algorithms #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods in engineering
6. How Can Large Language Models Help Humans in Design and Manufacturing?
   2023/07/25 by Liane Makatura, Michael Foshey, Makatura, Liane +33 · 6 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering Research
7. Model reduction for the material point method via an implicit neural representation of the deformation map
   2021/09/25 by Peter Yichen Chen, Maurizio M. Chiaramonte, Chen, Peter Yichen +5 · 3 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)
8. LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields
   2023/10/24 by Chang Yue, Peter Yichen Chen, Chang, Yue +9 · 1 citation
   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
9. Lifting the Winding Number: Precise Discontinuities in Neural Fields for Physics Simulation
   2025/02/02 by Chang, Yue, Liu, Mengfei, Wang, Zhecheng +2 · 1 citation
   #FOS: Computer and information sciences #Graphics (cs.GR)