Kohei Shintani

Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization

2020

Identifying all designs satisfying a set of constraints is an important part of the engineering design process. With physics-based simulation codes, evaluating the constraints becomes considerable expensive. Active learning can provide an elegant approach to …