Data-driven PDE discovery with evolutionary approach

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Data-driven PDE discovery with evolutionary approach

19 March 2019

Anna V. Kaluzhnaya

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Papers citing "Data-driven PDE discovery with evolutionary approach"

14 / 14 papers shown

Title
Symbolic Regression for PDEs using Pruned Differentiable Programs Ritam Majumdar Vishal Sudam Jadhav A. Deodhar Shirish S. Karande Lovekesh Vig Venkataramana Runkana PINN AI4CE 21 5 0 13 Mar 2023
Bayesian Learning of Coupled Biogeochemical-Physical Models Abhinav Gupta Pierre FJ Lermusiaux 109 5 0 12 Nov 2022
Discovery of partial differential equations from highly noisy and sparse data with physics-informed information criterion Hao Xu Junsheng Zeng Dongxiao Zhang DiffM 66 20 0 05 Aug 2022
Integration of knowledge and data in machine learning Yuntian Chen Dongxiao Zhang PINN 88 33 0 15 Feb 2022
Quantum Quantile Mechanics: Solving Stochastic Differential Equations for Generating Time-Series Annie E. Paine V. Elfving Oleksandr Kyriienko 62 23 0 06 Aug 2021
Parsimony-Enhanced Sparse Bayesian Learning for Robust Discovery of Partial Differential Equations Zhiming Zhang Yongming Liu 49 11 0 08 Jul 2021
Uncovering Closed-form Governing Equations of Nonlinear Dynamics from Videos Lele Luan Yang Liu Hao Sun PINN AI4CE 43 0 0 09 Jun 2021
Deep-Learning Discovers Macroscopic Governing Equations for Viscous Gravity Currents from Microscopic Simulation Data Junsheng Zeng Hao Xu Yuntian Chen Dongxiao Zhang 43 3 0 31 May 2021
Deep-learning based discovery of partial differential equations in integral form from sparse and noisy data Hao Xu Dongxiao Zhang Nanzhe Wang 82 34 0 24 Nov 2020
Sparsely constrained neural networks for model discovery of PDEs G. Both Gijs Vermarien R. Kusters 18 5 0 09 Nov 2020
Deep-learning of Parametric Partial Differential Equations from Sparse and Noisy Data Hao Xu Dongxiao Zhang Junsheng Zeng 70 57 0 16 May 2020
The data-driven physical-based equations discovery using evolutionary approach A. Hvatov M. Maslyaev 36 6 0 03 Apr 2020
DLGA-PDE: Discovery of PDEs with incomplete candidate library via combination of deep learning and genetic algorithm Hao Xu Haibin Chang Dongxiao Zhang AI4CE 65 89 0 21 Jan 2020
Visual Physics: Discovering Physical Laws from Videos Pradyumna Chari Chinmay Talegaonkar Yunhao Ba A. Kadambi PINN 33 10 0 27 Nov 2019