Publications
AdaVoMP: Adaptive Volumetric Mechanical Property Fields Invariant to Resolution
Rishit Dagli, Donglai Xiang, , Xuning Yang, Gavriel State, David I.W. Levin, Maria Shugrina
ICML · 2026
pdf
arxiv
website
OrganPhys: Scope Captures to CT-Informed, Mesh-Free, Physics Sim-Ready Deformables
Aravind Kumar*, Vishwesh Nath*, Andres Diaz-Pinto,
SCA · 2026
pdf
website
FreeForm: Reduced-Order Deformable Simulation from Particle-Based Skinning Eigenmodes
Donglai Xiang*, *, Rishit Dagli, Ty Trusty, Gilles Daviet, Anka He Chen, Nicholas Sharp, David I.W. Levin
CVPR · 2026
pdf
arxiv
code
website
VoMP: Predicting Volumetric Mechanical Property Fields
Rishit Dagli, Donglai Xiang, , Charles Loop, Clement Fuji Tsang, Anka He Chen, Anita Hu, Gavriel State, David I.W. Levin, Maria Shugrina
ICLR · 2026
pdf
arxiv
code
website
Learning Riemannian Metrics for Interpolating Animations
Sarah Kushner, , Nina Miolane
Geometric Science of Information (GSI) · 2025
pdf
Simplicits: Mesh-Free, Geometry-Agnostic, Elastic Simulation
, Nicholas Sharp, Or Perel, Shinjiro Sueda, David I.W. Levin
SIGGRAPH, ACM Transactions on Graphics · 2024
pdf
arxiv
website
Neural Collision Fields for Triangle Primitives
Ryan S. Zesch, , Shinjiro Sueda, David I.W. Levin
SIGGRAPH Asia · 2023
pdf
website
Multi-Agent Path Planning with Heterogeneous Interactions in Tight Spaces
, Yixin Chen, Abhishek Madan, Shinjiro Sueda, David I.W. Levin
Computer Graphics Forum · 2023
pdf
arxiv
EMU: Efficient Musculoskeletal Simulations in Deformation Space
, Lawson Fulton, Shin Sueda, Alec Jacobson, David I.W. Levin
Computer Graphics Forum · 2021
pdf
arxiv
project
Autodef: Latent-Space Dynamics for Reduced Deformable Simulation
Lawson Fulton, , David Duvenaud, David I.W. Levin, Alec Jacobson
Eurographics · 2019
pdf
project
Presentations
From 3D Captures to Simulated Digital Environments: A Hands-on Lab with NVIDIA Kaolin Library
Clement Fuji Tsang, , Maria Shugrina
SIGGRAPH Courses · July 23, 2026
acm
schedule
Tackling Gaussian Splats, Physics Simulation and Visualization with NVIDIA Kaolin and Warp Libraries
, Clement Fuji Tsang, Masha Shugrina, Gilles Daviet
SIGGRAPH Labs · August 10, 2025
acm
tutorial
Tackling 3D Deep Learning, Gaussian Splats and Physics Simulation with NVIDIA Kaolin Library: A Hands-On Lab
Clement Fuji Tsang, , Or Perel, Maria Shugrina
CVPR Tutorial · June 11, 2025
tutorial
materials
Siggraph 2024 Hands-On Workshop
Details coming soon.