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Shallow Water Equation
The dataset used for the advection augmented convolutional neural networks. -
PDEBench-SWE
The dataset used for the advection augmented convolutional neural networks. -
Heat Equation, Burgers Equation, and Kuramoto-Sivashinsky Equation Datasets
The dataset used for training and testing the neural network for linearizing the heat equation, Burgers equation, and Kuramoto-Sivashinsky equation. -
Learning black- and gray-box chemotactic PDEs/closures from agent-based Monte...
A machine-learning framework for the numerical solution of the inverse problem in chemotaxis. -
Manufactured Solutions for 2D Heat Diffusion Problems
The dataset used in this paper is a collection of manufactured solutions for 2D heat diffusion problems. -
Physics-informed neural networks for heat transfer problems
Physics-informed neural networks for heat transfer problems.
