2 papers
stat.AP2025
Partially Observable Markov Decision Process Framework for Operating Condition Optimization Using Real-Time Degradation Signals
Boyang Xu, Yunyi Kang, Xinyu Zhao +2
In many engineering systems, proper predictive maintenance and operational control are essential to increase efficiency and reliability while reducing maintenance costs. However, o…
stat.CO2025
Diffusion-Based Surrogate Modeling and Multi-Fidelity Calibration
Naichen Shi, Hao Yan, Shenghan Guo +1
Physics simulations have become fundamental tools to study myriad engineering systems. As physics simulations often involve simplifications, their outputs should be calibrated usin…