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20232026
most citedLLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery

9 citations · 13 across the 25 of their papers we have counts for

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6 papers · 1 filter

cs.GR2026

S4R: Scaling for Rigid-Body Interpenetration Resolution

Zhiyang Dou, Ang Zhao, Chen Peng +8

Rigid-body interpenetration frequently occurs in procedurally assembled and generated scenes and must be removed before downstream applications such as physical simulation. We pres…

cs.GR2026

WorldParticle: Unified World Simulation of Lagrangian Particle Dynamics via Transformer

Caoliwen Wang, Minghao Guo, Siyuan Chen +13

A unified simulator that can model diverse physical phenomena without solver-specific redesign is a long-standing goal across simulation science. We present a learning-based partic…

cs.GR2026

A Neural Hierarchical-Matrix Preconditioner for Real-Time GPU Solves

Carl Osborne, Minghao Guo, Crystal Owens +1

Interactive simulation solves Ax=b for a sparse SPD A that changes every frame, inside an 8-16 ms budget. At a few thousand unknowns, the setup of algebraic multigrid alone exceeds…

cs.GR2026

M-ABD: Scalable, Efficient, and Robust Multi-Affine-Body Dynamics

Zhiyong He, Dewen Guo, Minghao Guo +6

Simulating large-scale articulated assemblies poses a significant challenge due to the numerical stiffness and geometric complexity of jointed structures. Conventional rigid body s…

cs.GR2025

Graphics4Science: Computer Graphics for Scientific Impacts

Peter Yichen Chen, Minghao Guo, Hanspeter Pfister +5

Computer graphics, often associated with films, games, and visual effects, has long been a powerful tool for addressing scientific challenges--from its origins in 3D visualization…

cs.GR2023

Medial Skeletal Diagram: A Generalized Medial Axis Approach for 3D Shape Representation

Minghao Guo, Bohan Wang, Wojciech Matusik

We propose the Medial Skeletal Diagram, a novel skeletal representation that tackles the prevailing issues around skeleton sparsity and reconstruction accuracy in existing skeletal…