Skip to content

This page was last updated on 2024-07-17 08:45:30 UTC

Recommendations for the article Continuous PDE Dynamics Forecasting with Implicit Neural Representations

Abstract Title Authors Publication Date Journal/ Conference Citation count Highest h-index
visibility_off Learning Space-Time Continuous Neural PDEs from Partially Observed States V. Iakovlev, Markus Heinonen, H. Lähdesmäki 2023-07-09 ArXiv 0 48
visibility_off Learning data-driven discretizations for partial differential equations Yohai Bar-Sinai, Stephan Hoyer, Jason Hickey, M. Brenner 2018-08-15 Proceedings of the National Academy of Sciences of the United States of America 430 65
visibility_off A Deep Learning Approach for Predicting Spatiotemporal Dynamics From Sparsely Observed Data Priyabrata Saha, S. Mukhopadhyay 2020-12-01 IEEE Access 4 45
visibility_off Modeling Spatially Varying Physical Dynamics for Spatiotemporal Predictive Learning Yijun Lin, Yao-Yi Chiang 2023-11-13 Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems 0 2
visibility_off Learning PDE Solution Operator for Continuous Modeling of Time-Series Yesom Park, Jaemoo Choi, Changyeon Yoon, Changhoon Song, Myung-joo Kang 2023-02-02 ArXiv 2 24
visibility_off Space-Time Continuous PDE Forecasting using Equivariant Neural Fields David M. Knigge, David R. Wessels, Riccardo Valperga, Samuele Papa, J. Sonke, E. Gavves, E. J. Bekkers 2024-06-10 ArXiv 1 56
visibility_off AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields Louis Serrano, Thomas X. Wang, E. L. Naour, Jean-Noël Vittaut, P. Gallinari 2024-06-04 ArXiv 0 48
visibility_off STENCIL-NET for equation-free forecasting from data S. Maddu, D. Sturm, B. Cheeseman, Christian L. Müller, I. Sbalzarini 2023-08-07 Scientific Reports 3 38
visibility_off NeuralPDE: Modelling Dynamical Systems from Data Andrzej Dulny, A. Hotho, Anna Krause 2021-11-15 ArXiv 8 53
visibility_off STENCIL-NET: Data-driven solution-adaptive discretization of partial differential equations S. Maddu, D. Sturm, B. Cheeseman, Christian L. Müller, I. Sbalzarini 2021-01-15 ArXiv 7 38
Abstract Title Authors Publication Date Journal/Conference Citation count Highest h-index