Goal-Driven Adaptive Sampling Strategies for Machine Learning Models Predicting Fields

Jigar Parekh, Philipp Bekemeyer

Machine learning models are widely regarded as a way forward to tackle multi-query challenges that arise once expensive black-box simulations such as computational fluid dynamics a…