Xinchen Zhuang

Physics-guided deep reinforcement learning framework for reliability-based design optimization of complex mechanical systems

Reliability-based design optimization (RBDO) is essential for the safe and economical operation of complex mechanical systems, whose time-dependent performance must continuously satisfy safety requirements under multi-source stochasticity and multiple progressive damage. However, conventional RBDO methods face an inher...