JMLipsmeyer's repositories
DeepHPMs
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
DeepTurbulence
Deep Learning of Turbulent Scalar Mixing
DeepVIV
Deep Learning of Vortex Induced Vibrations
FinRL
FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥
HFM
Hidden Fluid Mechanics
ML-supervised-learning
A repository to try out Supervised Learning algorithms in Machine Learning
MultistepNNs
Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
PINNs-TF2.0
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
SA-PINNs
Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism"
sciann
Deep learning for Engineers - Physics Informed Deep Learning
sciann-applications
A place to share problems solved with SciANN
sciann-website
Documentation for SciANN
UQPINNs-TF2.0
TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks (UQPINNs).