Data Science, Neural Networks, Differential Equations, Oil And Gas, Machine Learning Python.
neural networks-based algorithms can be easily modified to deal with new PDE-related setups: (i) parametric families of PDEs and (ii) PDEs with trainable coefficients. This, of course, is an impossible feat for classical numerical algorithms. Conveniently enough, we developed an open-source