Machine Learning, Deep Learning, Artificial Intelligence, Mathematics, Physics.
using a Latin Hypercube Sampling strategy and 100 initial/boundary points. The image below illustrates the results. On the top, the output u(t, x) from the trained NN is shown. On the bottom, comparison of the predicted and exact solutions corresponding to the three temporal snapshots are depicted.