Zhao-Ming Wang

Forked Physics-Informed Neural Networks for Non-Markovian Open Quantum Dynamics and Control

This work extends the previously proposed forked PINN (FPINN) by incorporating a dedicated control branch, and turns a previously intractable multi-task optimization into a well-conditioned one, allowing simulation and control to be optimized jointly without compromise.