TensorDiffEq Overview

Installing TensorDiffEq

Installing TensorDiffEq

Defining Your Problem

Generating a Domain
Initial Conditions
Boundary Conditions
Building the Physics

Compiling and Solving

PINN Collocation Solver
Collocation Solver Example
Self-Adaptive PINN Example

PDE Discovery (Inverse Modeling)

Discovery Model
Discovery Model Example

Solving problems on GPU

GPU Considerations

Hacking TensorDiffEq

Overview
Custom Neural Network Architectures
Modification of Keras Optimizers

References

Bibleography

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By Levi McClenny
© Copyright 2021.