Non-local physics-informed neural networks for forward and inverse solutions of granular flows

Saghar Zolfaghari, Safa Jamali

Dense granular flows exhibit nonlocal effects due to stress transmission in microplastic events, especially in quasi-static or slowly sheared regions. Hence, traditional local rheo…