Development and optimization of physics-informed neural networks for solving partial differential equations

Batyr Sharimbayev, Shirali Kadyrov, Aleksei Kavokin

This work compares the advantages and limitations of the Finite Difference Method with Physics-Informed Neural Networks, showing where each can best be applied for different proble…