awesome-cloth-simulation

A collection of cloth simulation resources. Feel free to contribute :)

Table of Contents

• Research Papers
• Books
• Resources

Research-Papers

2023

Paper	Publisher	Project/Code	Class
PAC-NeRF: Physics Augmented Conitnuum Neural Radiance Fields For Geometry-Agnostic System Identification	ICLR	Code	Neural
Data-Free Learning of Reduced-Order Kinematics	SIGGRAPH	-	Neural
Multi Layer Thick Shells	SIGGRAPH	-	Non-Neural
How Will It Drape Like? Capturing Fabric Mechanics from Depth Images	Eurographics	-	Neural
DrapeNet: Garment Generation and Self-Supervised Draping	CVPR	Project	Neural
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics	CVPR	Project	Neural

2022

Paper	Publisher	Project/Code	Class
Designing Personalized Garments with Body Movement	CGF	-	Non-Neural
Learning-Based Bending Stiffness Parameter Estimation by a Drape Tester	SIGGRAPH-Asia	Code	Neural
Neural Cloth Simulation	SIGGRAPH-Asia	Code	Neural
Progressive Simulation for Cloth Quasistatics	SIGGRAPH-Asia	-	Non-Neural
Motion Guided Deep Dynamic 3D Garments	SIGGRAPH-Asia	Project / Code	Neural
Dressing Avatars: Deep Photorealistic Appearance for Physically Simulated Clothing	SIGGRAPH-Asia	-	Neural
DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact	SIGGRAPH	Project / Code	Non-Neural
A GPU-Based Multilevel Additive Schwarz Preconditioner for Cloth and Deformable Body Simulation	SIGGRAPH	Code	Non-Neural
Estimation of Yarn-Level Simulation Models for Production Fabrics	SIGGRAPH-Asia	Project	-
Predicting Loose-fitting Garment Deformations Using Bone-driven Motion Networks	SIGGRAPH (Conference)	Project / Code	Neural
ϕ-SfT: Shape-from-Template with a Physics-Based Deformation Model	CVPR	Project / Code	Neural
A Repulsive Force Unit for Garment Collision Handling in Neural Networks	ECCV	Project / Code	Neural
Differentiable Physics Simulation of Dynamics-Augmented Neural Objects	-	-	Neural
PERGAMO: Personalized 3D Garments from Monocular Video	SCA	Project / Code	Neural
Capturing and Animation of Body and Clothing from Monocular Video	-	Code	Neural
SNUG: Self-Supervised Neural Dynamic Garments	CVPR	Project / Code	Neural
Fine-grained Differentiable Physics: A Yarn-level Model for Fabrics	ICLR	-	Non-Neural

2021

Paper	Publisher	Project/Code	Class
GPU-Based Simulation of Cloth Wrinkles at Submillimeter Levels	SIGGRAPH	Code	Non-Neural
PBNS: physically based neural simulation for unsupervised garment pose space deformation	SIGGRAPH-Asia	code	Neural
Modeling Clothing as a Separate Layer for an Animatable Human Avatar	SIGGRAPH-Asia	Project	Neural
Deep Detail Enhancement for Any Garment	Eurographics	Project	Neural

2020

Paper	Publisher	Project/Code	Class
A Safe and Fast Repulsion Method for GPU-based Cloth Self Collisions	SIGGRAPH	-	Non-Neural
Medial Elastics: Efficient and Collision-ready Deformation via Medial Axis Transform	SIGGRAPH	-	Non-Neural
Homogenized Yarn-Level Cloth	SIGGRAPH	Project	Non-Neural
P-Cloth: Interactive Complex Cloth Simulation on Multi-GPU Systems using Dynamic Matrix Assembly and Pipelined Implicit Integrators	SIGGRAPH-Asia	Project	Neural
Mixing Yarns and Triangles in Cloth Simulation	Eurographics	Project	Non-Neural
Fully Convolutional Graph Neural Networks for Parametric Virtual Try-On	SCA	Project	Non-Neural
Cloth and skin deformation with a triangle mesh based convolutional neural network	SCA	-	Neural
A Pixel-Based Framework for Data-Driven Clothing	SCA	Project	Neural
A Bending Model for Nodal Discretizations of Yarn-Level Cloth	SCA	Project	Non-Neural
A Finite Element Formulation of Baraff-Witkin Clot	SCA	Project	Non-Neural

2019

Paper	Publisher	Project/Code	Class
Implicit Untangling: A Robust Solution for Modeling Layered Clothing	SIGGRAPH	-	Non-Neural
Learning-Based Animation of Clothing for Virtual Try-On	Eurographics	Project / Code	Neural
Small Steps in Cloth Simulation	SCA	-	Non-Neural
Time-Domain Parallelization for Accelerating Cloth Simulation	SCA	Project	Non-Neural

2018

Paper	Publisher	Project/Code	Class
Rule-Free Sewing Pattern Adjustment with Precision and Efficiency	SIGGRAPH	-	Non-Neural
Parallel Multigrid for Nonlinear Cloth Simulation	Pacific Graphics (CGF)	-	Non-Neural
CAMA: Contact-Aware Matrix Assembly with Unified Collision Handling for GPU-Based Cloth Simulation	Eurographics(CGF)	-	Non-Neural
Anderson Acceleration for Geometry Optimization and Physics Simulation	SIGGRAPH	Code	Non-Neural
Eulerian-on-Lagrangian Cloth Simulation	SIGGRAPH	Project/Code	Non-Neural
A Multi-Scale Model for Simulating Liquid-Fabric Interactions	SIGGRAPH	Project / Code	Non-Neural
An Implicit Frictional Contact Solver for Adaptive Cloth Simulation	SIGGRAPH	Project / Code	Non-Neural
I-Cloth: Incremental Collision Handling for GPU-Based Interactive Cloth Simulation	SIGGRAPH-Asia	Project	Non-Neural
Interactive Design of Periodic Yarn-Level Cloth Patterns	SIGGRAPH-Asia	Project	Non-Neural
Modeling and Data-Driven Parameter Estimation for Woven Fabrics	SCA	Project	Neural
Inequality cloth	SCA	-	Non-Neural

2017

Paper	Publisher	Project/Code	Class
ClothCap: Seamless 4D Clothing Capture and Retargeting	SIGGRAPH	Project	Neural

2015

Paper	Publisher	Project/Code	Class
A Chebyshev Semi-Iterative Approach for Accelerating Projective and Position-Based Dynamics	SIGGRAPH-Asia	Code	Non-Neural
Smoothed aggregation multigrid for cloth simulation	SIGGRAPH-Asia	-	Non-Neural
Real-time dynamic wrinkling of coarse animated cloth	SCA	-	Non-Neural
Efficient Simulation of Knitted Cloth Using Persistent Contacts	SCA	Project	Non-Neural

Books

• Cloth Simulation for Computer Graphics
• Mathematical Basics of Motion and Deformation in Computer Graphics, Second Edition
• Game Physics
• Computer Animation
• Modelling and Simulating Bodies and Garments

Resources

• Physics Based Animation
• Ten Minutes Physics
• Physics Based Animation
• Matt's Webcorner