Physics-informed deep learning

Dear colleagues,

We are looking for PhD students in the broad area of computational mechanics. Our project is specifically focused on applications of machine learning (deep reinforcement learning, graph neural network) for computational plasticity and damage of crystalline and granular materials. 

USA citizenship is highly preferred but exceptional cases will be considered. Candidates from underrepresented groups are encouraged to apply.