Mengyu Chu 楚梦渝

ACM SIGGRAPH Conference Papers

LagrangianSplats: Divergence-Free Transport of Gaussian Primitives for Fluid Reconstruction

Ningxiao Tao , Baoquan Chen , Mengyu Chu

• Physical Simulation
• Gaussian Splatting
• Reconstruction

ACM SIGGRAPH Conference Papers

LoBoFit: Flexible Garment Refitting via Local Bone Mapping Blending

Meng Zhang , Yu Xin , Feiya Guo , Kaizhang Kang , Mengyu Chu , Ruizhen Hu

• Geometry
• Garment Modeling

ACM Transactions on Graphics

Floating-Point Robustness in Parametric Surface Continuous Collision Detection: From Algorithm to Benchmarking

Xuwen Chen , Junyu Wang , Cheng Yu , Xingyu Ni , Meng Zhang , Bin Wang , Mengyu Chu , Baoquan Chen

• Geometry
• Collision Detection

The Fourteenth International Conference on Learning Representations

FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian Splatting

Qianfan Shen , Ningxiao Tao , Qiyu Dai , Tianle Chen , Minghan Qin , Yongjie Zhang , Mengyu Chu , Wenzheng Chen , Baoquan Chen

A physics-integrated Gaussian representation for synthesizing dynamic fire from unconstrained observations.

• Gaussian Splatting
• Physics-enhanced Learning

Computer Graphics Forum

FlowCapX: Physics‐Grounded Flow Capture with Long‐Term Consistency

N. Tao , L. Zhang , X. Ni , M. Chu , B. Chen

• Reconstruction
• Fluids

ACM SIGGRAPH Conference Papers

Gaussian Fluids: A Grid-Free Fluid Solver based on Gaussian Spatial Representation

Jingrui Xing , Bin Wang , Mengyu Chu , Baoquan Chen

A grid-free fluid solver that uses Gaussian primitives as a continuous spatial representation.

• Physical Simulation
• Gaussian Splatting
• Fluids

ACM Transactions on Graphics

VR-Doh: Hands-on 3D Modeling in Virtual Reality

Zhaofeng Luo , Zhitong Cui , Shijian Luo , Mengyu Chu , Minchen Li

• Virtual Reality
• Geometry

2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

RainyGS: Efficient Rain Synthesis with Physically-Based Gaussian Splatting

Qiyu Dai , Xingyu Ni , Qianfan Shen , Wenzheng Chen , Baoquan Chen , Mengyu Chu

A physically based Gaussian-splatting system for efficient and controllable rain synthesis.

• Gaussian Splatting
• Visual Effects

The Thirteenth International Conference on Learning Representations

ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks

Qiang Liu , Mengyu Chu , Nils Thuerey

• Physics-informed Learning
• Optimization

Pacific Graphics Conference Papers, Posters, and Demos

Fast Multi-Body Coupling for Underwater Interactions

Tianhong Gao , Xuwen Chen , Xingqiao Li , Wei Li , Baoquan Chen , Zherong Pan , Kui Wu , Mengyu Chu

• Physical Simulation
• Fluid-solid Coupling

ACM Transactions on Graphics

A Time-Dependent Inclusion-Based Method for Continuous Collision Detection between Parametric Surfaces

Xuwen Chen , Cheng Yu , Xingyu Ni , Mengyu Chu , Bin Wang , Baoquan Chen

• Geometry
• Collision Detection

ACM SIGGRAPH Conference Papers

Physics-Informed Learning of Characteristic Trajectories for Smoke Reconstruction

Yiming Wang , Siyu Tang , Mengyu Chu

This work reconstructs temporally coherent smoke by learning characteristic trajectories while respecting the governing physics.

• Reconstruction
• Physics-informed Learning
• Fluids

ACM Transactions on Graphics

Physics informed neural fields for smoke reconstruction with sparse data

Mengyu Chu , Lingjie Liu , Quan Zheng , Erik Franz , Hans-Peter Seidel , Christian Theobalt , Rhaleb Zayer

Neural fields and physical constraints work together to reconstruct dynamic smoke from sparse multi-view observations.

• Reconstruction
• Neural Fields
• Fluids

IEEE transactions on visualization and computer graphics

Volumetric Isosurface Rendering with Deep Learning-Based Super-Resolution

Sebastian Weiss , Mengyu Chu , Nils Thuerey , Rüdiger Westermann

• Visualization
• Super-resolution

ACM Transactions on Graphics

Learning meaningful controls for fluids

Mengyu Chu , Nils Thuerey , Hans-Peter Seidel , Christian Theobalt , Rhaleb Zayer

The method learns compact, meaningful controls that make complex fluid motion easier to navigate and manipulate.

• Physical Simulation
• Control
• Fluids

ACM Transactions on Graphics

Learning temporal coherence via self-supervision for GAN-based video generation

Mengyu Chu , You Xie , Jonas Mayer , Laura Leal-Taixé , Nils Thuerey

A self-supervised temporal objective improves video consistency without requiring paired temporal supervision.

• Video Synthesis
• Generative Models

Proceedings of the ACM on Computer Graphics and Interactive Techniques

A Multi-Pass GAN for Fluid Flow Super-Resolution

Maximilian Werhahn , You Xie , Mengyu Chu , Nils Thuerey

• Super-resolution
• Fluids

ACM Transactions on Graphics

tempoGAN

You Xie , Erik Franz , Mengyu Chu , Nils Thuerey

tempoGAN produces temporally coherent high-resolution fluid sequences from lower-resolution simulations.

• Super-resolution
• Generative Models
• Fluids

ACM Transactions on Graphics

Data-driven synthesis of smoke flows with CNN-based feature descriptors

Mengyu Chu , Nils Thuerey

CNN-based feature descriptors enable example-driven synthesis of detailed smoke motion from coarse simulations.

• Data-driven Simulation
• Fluids