Failure-averse Active Learning for Physics-constrained Systems

Cheolhei Lee, Xing Wang, Jianguo Wu +1

Active learning is a subfield of machine learning that is devised for design and modeling of systems with highly expensive sampling costs. Industrial and engineering systems are ge…