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Collection of Cloth Simulation Papers.

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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

Resources

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Collection of Cloth Simulation Papers.

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