Peter Yichen Chen
6 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Keywords
partial differential equation
(4)
physics simulation
(2)
implicit neural representation
(2)
conjugate gradient
(1)
neural radiance field
(1)
physics-based animation
(1)
differentiable simulation
(1)
deformation field
(1)
rotation equivariance
(1)
neural constitutive law
(1)
pde dynamics
(1)
generalizable model
(1)
motion observation
(1)
multi-view video
(1)
differentiable physics
(1)
graph neural network
(1)
neural network
(1)
linear blend skinning
(1)
continuum mechanics
(1)
neural skinning
(1)
Papers
PhysSkin: Real-Time and Generalizable Physics-Based Animation via Self-Supervised Neural Skinning
CVPR 2026
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations
ICLR 2023
Implicit Neural Spatial Representations for Time-dependent PDEs
ICML 2023
Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics
ICML 2023
Learning Preconditioners for Conjugate Gradient PDE Solvers
ICML 2023
PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification
ICLR 2023