Then, the Bayesian Optimization (BO) loop is performed for GP-assisted active learning to find the most promising location for NDT inspection. ... Flowchart of proposed framework (IMAGE) ...

This letter proposes a Chance Constrained MDP formulation of SDOPF and a Bayesian advantage policy optimization solution method. Bayesian neural networks are used to construct the probability ...

Cyber-physical systems and data-driven techniques have potentials to facilitate the prediction and control of product quality, which is one of the two most important issues in modern industries. In ...

This tool leverages the Gaussian process-based Bayesian optimization algorithm and interfaces seamlessly with the Stormwater Management Model (SWMM). It integrates real-time model forcing data and ...