Learning Vortex Dynamics for Fluid Inference and Prediction

Learning Vortex Dynamics for Fluid Inference and Prediction

27 January 2023

Yitong Deng

Hong-Xing Yu

Jiajun Wu

Bo Zhu

Papers citing "Learning Vortex Dynamics for Fluid Inference and Prediction"

16 / 16 papers shown

Title
PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows Huaguan Chen Yang Liu Hao Sun PINN AI4CE 44 0 0 08 Apr 2025
Representing Flow Fields with Divergence-Free Kernels for Reconstruction Xingyu Ni Jingrui Xing Xingqiao Li Bin Wang Baoquan Chen AI4CE 38 0 0 02 Apr 2025
Vid2Fluid: 3D Dynamic Fluid Assets from Single-View Videos with Generative Gaussian Splatting Zhiwei Zhao Alan Zhao Minchen Li Yixin Hu 3DGS 46 0 0 02 Mar 2025
Data-Efficient Inference of Neural Fluid Fields via SciML Foundation Model Yuqiu Liu Jingxuan Xu Mauricio Soroco Yunchao Wei Wuyang Chen AI4CE 72 2 0 18 Dec 2024
QuasiSim: Parameterized Quasi-Physical Simulators for Dexterous Manipulations Transfer Xueyi Liu Kangbo Lyu Jieqiong Zhang Tao Du Li Yi 38 4 0 11 Apr 2024
Reconstruction and Simulation of Elastic Objects with Spring-Mass 3D Gaussians Licheng Zhong Hong-Xing Yu Jiajun Wu Yunzhu Li 59 19 0 14 Mar 2024
DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction Qilong Ma Haixu Wu Lanxiang Xing Jianmin Wang Mingsheng Long AI4CE 19 0 0 04 Feb 2024
Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks Xihaier Luo Wei-ping Xu Yihui Ren Shinjae Yoo B. Nadiga 24 10 0 21 Jan 2024
Fluid Simulation on Neural Flow Maps Yitong Deng Hong-Xing Yu Diyang Zhang Jiajun Wu Bo Zhu AI4CE 11 21 0 22 Dec 2023
Inferring Hybrid Neural Fluid Fields from Videos Hong-Xing Yu Yang Zheng Yuan Gao Yitong Deng Bo Zhu Jiajun Wu 3DH 22 15 0 11 Dec 2023
NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos Jinxi Li Ziyang Song Bo Yang 3DH 32 10 0 11 Dec 2023
PGODE: Towards High-quality System Dynamics Modeling Xiao Luo Yiyang Gu Huiyu Jiang Hang Zhou Jinsheng Huang Wei Ju Zhiping Xiao Ming Zhang Yizhou Sun AI4CE 27 6 0 11 Nov 2023
HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction Lanxiang Xing Haixu Wu Yuezhou Ma Jianmin Wang Mingsheng Long MDE AI4CE 8 4 0 16 Oct 2023
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 30 27 0 29 May 2023
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 236 438 0 01 Dec 2016
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 258 1,398 0 01 Dec 2016