Modeling a Wave Pulse on a String with the Finite Difference and Python

YouTube

Interesting ... πŸ€”

Combining Physics-Informed Neural Networks (PINNs) w. Classical Numerical Methods
https://old.reddit.com/r/MachineLearning/comments/15u8wky/r_combining_physicsinformed_neural_networks_pinns

* 2 papers try to reconcile/harmonize classical methods (finite difference) w. PINN

https://northboot.xyz/search?q=Neural+operators

Neural Operator: https://zongyi-li.github.io/neural-operator
Neural Operator: Learning Maps Between Function Spaces: https://arxiv.org/abs/2108.08481
Physics-Informed Deep Neural Operator Networks: https://arxiv.org/abs/2207.05748

#MachineLearning #FiniteDifference #PINN #NumericalMethods #PDE

[R] Combining Physics-Informed Neural Networks (PINNs) with Classical Numerical Methods

Recently, two interesting papers trying to reconcile the classical methods, specifically, finite difference method with physics informed neural...

reddit