Zongyi Li
- Fourier Neural Operator for Parametric Partial Differential Equations
2020/10/18 by Zongyi Li, Li, Zongyi, Nikola Kovachki +12 · 2 voices · 478 citations
Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Fluid Dynamics and Turbulent Flows #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #cs.LG #math.NA
- FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators
2022/02/22 by Jaideep Pathak, Pathak, Jaideep, Shashank Subramanian +23 · 3 voices · 142 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #Meteorological Phenomena and Simulations #Energy Load and Power Forecasting #Hydrological Forecasting Using AI
- Neural Operator: Graph Kernel Network for Partial Differential Equations
2020/03/07 by Zongyi Li, Li, Zongyi, Nikola Kovachki +11 · 107 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
- Physics-Informed Neural Operator for Learning Partial Differential Equations
2021/11/06 by Zongyi Li, Hongkai Zheng, Li, Zongyi +13 · 86 citations
Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Nuclear Engineering Thermal-Hydraulics #Numerical Analysis (math.NA)
- U-FNO -- An enhanced Fourier neural operator-based deep-learning model for multiphase flow
2021/09/03 by Gege Wen, Zongyi Li, Wen, Gege +7 · 47 citations
Engineering · Environmental Science · #CO2 Sequestration and Geologic Interactions #Enhanced Oil Recovery Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
- Multipole Graph Neural Operator for Parametric Partial Differential Equations
2020/06/16 by Zongyi Li, Nikola Kovachki, Li, Zongyi +11 · 43 citations
Physics and Astronomy · Engineering · Computer Science · #Model Reduction and Neural Networks #Electromagnetic Simulation and Numerical Methods #Computational Physics and Python Applications
- Geometry-Informed Neural Operator for Large-Scale 3D PDEs
2023/09/01 by Zongyi Li, Li, Zongyi, Nikola Kovachki +19 · 65 citations
Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Real-time simulation and control systems
- U-FNO—An enhanced Fourier neural operator-based deep-learning model for multiphase flow
2022/05/01 by Gege Wen, Zongyi Li, Kamyar Azizzadenesheli +2 · 47 citations
- Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers
2021/11/24 by John Guibas, Morteza Mardani, Guibas, John +9 · 38 citations
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications #Advanced Memory and Neural Computing
- Neural Operators for Accelerating Scientific Simulations and Design
2023/09/27 by Nikola Kovachki, Azizzadenesheli, Kamyar, Kovachki, Nikola +8 · 49 citations
Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Reservoir Engineering and Simulation Methods
- Training-Free Group Relative Policy Optimization
2025/10/09 by Yuzheng Cai, Yusong Cai, Siqi Cai +25 · 3 voices · 7 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs
2024/03/19 by Md Ashiqur Rahman, Rahman, Md Ashiqur, Robert Joseph George +21 · 12 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
- ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation
2024/10/27 by Zongyi Li, Li, Zongyi, Shujie Hu +16 · 15 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Image and Video Quality Assessment
- Learning Dissipative Dynamics in Chaotic Systems
2021/06/13 by Zongyi Li, Li, Zongyi, Miguel Liu-Schiaffini +13 · 6 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- Nonlocality and Nonlinearity Implies Universality in Operator Learning
2023/04/26 by Samuel Lanthaler, Zongyi Li, Lanthaler, Samuel +3 · 8 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
- Incremental Spatial and Spectral Learning of Neural Operators for Solving Large-Scale PDEs
2022/11/28 by Robert Joseph George, George, Robert Joseph, Jiawei Zhao +6 · 6 citations
Physics and Astronomy · Computer Science · Engineering · #Model Reduction and Neural Networks #Image and Signal Denoising Methods #Fluid Dynamics and Vibration Analysis
- AI-aided Geometric Design of Anti-infection Catheters
2023/04/27 by Tingtao Zhou, Zhou, Tingtao, Xuan Wan +15 · 6 citations
Medicine · #Biological Physics (physics.bio-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Medical Physics (physics.med-ph) #Soft Condensed Matter (cond-mat.soft) #Urinary Bladder and Prostate Research #Urinary Tract Infections Management
- A Library for Learning Neural Operators
2024/12/13 by Jean Kossaifi, Kossaifi, Jean, Nikola Kovachki +17 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Fourier Neural Operator for Plasma Modelling
2023/02/13 by Vignesh Gopakumar, Gopakumar, Vignesh, S. Pamela +9 · 3 citations
Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Magnetic confinement fusion research #Plasma Physics (physics.plasm-ph) #Target Tracking and Data Fusion in Sensor Networks
- Coarse Graining with Neural Operators for Simulating Chaotic Systems
2024/08/09 by Chuwei Wang, Boris Bonev, Wang, Chuwei +13 · 3 citations
#cs.LG
- Forecasting subcritical cylinder wakes with Fourier Neural Operators
2023/01/19 by Peter I. Renn, Renn, Peter I, Cong Wang +9 · 1 citation
Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- High precision PINNs in unbounded domains: application to singularity formulation in PDEs
2025/06/24 by Yixuan Wang, Ziming Liu, Wang, Yixuan +7 · 3 citations
Engineering · Mathematics · #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Numerical methods for differential equations #Numerical methods in engineering
- Unsupervised Word Segmentation with Bi-directional Neural Language Model
2021/03/02 by Lihao Wang, Wang, Lihao, Zongyi Li +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Geometric Operator Learning with Optimal Transport
2025/07/26 by Xinyi Li, Li, Xinyi, Zongyi Li +5 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #3D Shape Modeling and Analysis #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- VARS-fUSI: Variable Sampling for Fast and Efficient Functional Ultrasound Imaging using Neural Operators
2025/04/23 by Bahareh Tolooshams, L.L. Lin, Thierri Callier +12 · 1 voice · 1 citation
Engineering · Medicine · #Electrical and Bioimpedance Tomography #Photoacoustic and Ultrasonic Imaging #Ultrasound Imaging and Elastography
- Three-dimensional evolution of a solar filament with multipoint observations
2026/07/17 by Qingmin Zhang, Jun Dai, Beili Ying +6
#astro-ph.SR