SciANN: Scientific computations and physics-informed deep learning using artificial neural networks

Interested in deep learning, scientific computations, solution, and inversion methods for PDE? 

Check out the preprint at: 

https://www.researchgate.net/publication/341478559_SciANN_A_Keras_wrapp…

Some problems are shared in our GitHub repository on how to use sciann for inversion and forward solution of:

- Linear Elasticity: https://github.com/sciann/sciann-applications/tree/master/SciANN-SolidM…

- Burgers equation: https://github.com/sciann/sciann-applications/blob/master/SciANN-Burger…

- Regression: https://github.com/sciann/sciann-applications/tree/master/SciANN-NN-Reg…;

- More is coming (Elasto-Plasticity,...)

https://github.com/sciann/sciann-applications