PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for
Geometry-Agnostic System Identification

PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification

9 March 2023

Krishna Murthy Jatavallabhula

Chenfanfu Jiang

Chuang Gan

Papers citing "PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification"

16 / 16 papers shown

Title
PIN-WM: Learning Physics-INformed World Models for Non-Prehensile Manipulation Wenxuan Li Hang Zhao Zhiyuan Yu Yu Du Qin Zou Ruizhen Hu K. Xu SSL 80 1 0 23 Apr 2025
FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video Yue Gao Hong-Xing Yu Bo Zhu Jiajun Wu VGen 69 1 0 06 Mar 2025
Physically Compatible 3D Object Modeling from a Single Image Minghao Guo Bohan Wang Pingchuan Ma Tianyuan Zhang C. Owens Chuang Gan Joshua B Tenenbaum Kaiming He Wojciech Matusik 81 9 0 03 Jan 2025
PhysFlow: Unleashing the Potential of Multi-modal Foundation Models and Video Diffusion for 4D Dynamic Physical Scene Simulation Zhuoman Liu Weicai Ye Yan Luximon Pengfei Wan Di Zhang VGen AI4CE 117 2 0 21 Nov 2024
Differentiable Physics-based System Identification for Robotic Manipulation of Elastoplastic Materials Xintong Yang Ze Ji Yu-Kun Lai 50 0 0 01 Nov 2024
Neurally Integrated Finite Elements for Differentiable Elasticity on Evolving Domains Gilles Daviet Tianchang Shen Nicholas Sharp David I. W. Levin 171 0 0 12 Oct 2024
Learning Object Properties Using Robot Proprioception via Differentiable Robot-Object Interaction Julius Berner Chao Liu Pingchuan Ma John Eastman Daniela Rus Dylan Randle Yuri Ivanov Wojciech Matusik 41 0 0 04 Oct 2024
Improving Physics-Augmented Continuum Neural Radiance Field-Based Geometry-Agnostic System Identification with Lagrangian Particle Optimization Takuhiro Kaneko 40 2 0 06 Jun 2024
Physical Property Understanding from Language-Embedded Feature Fields Albert J. Zhai Yuan Shen Emily Y. Chen Gloria X. Wang Xinlei Wang Sheng Wang Kaiyu Guan Shenlong Wang 38 13 0 05 Apr 2024
Inferring Hybrid Neural Fluid Fields from Videos Hong-Xing Yu Yang Zheng Yuan Gao Yitong Deng Bo Zhu Jiajun Wu 3DH 29 15 0 11 Dec 2023
Accurate Differential Operators for Hybrid Neural Fields Aditya Chetan Guandao Yang Zichen Wang Steve Marschner Bharath Hariharan AI4CE 27 4 0 10 Dec 2023
PhysGaussian: Physics-Integrated 3D Gaussians for Generative Dynamics Tianyi Xie Zeshun Zong Yuxing Qiu Xuan Li Yutao Feng Yin Yang Chenfanfu Jiang 3DGS 30 178 0 20 Nov 2023
Dynamic Appearance Particle Neural Radiance Field Ancheng Lin Jun Li Jun Li Mukesh Prasad 25 2 0 11 Oct 2023
Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use cases Eugen Šlapak Enric Pardo Matús Dopiriak T. Maksymyuk Juraj Gazda AI4CE 30 12 0 14 Aug 2023
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 34 29 0 29 May 2023
NeuPhysics: Editable Neural Geometry and Physics from Monocular Videos Yi-Ling Qiao Alexander Gao Ming-Chyuan Lin 3DH 82 38 0 22 Oct 2022