In this paper, a high-performance optimization process, which integrates transfer learning and a heuristic algorithm, is proposed for the optimization of furnaces for various feedstocks. An effective ...

Benchmark suite for active learning (with surrogate models) in scientific discovery, featuring standardised tasks in materials science and biology ...