Deep active learning for complex systems

Ye Wei, Bo Peng, Ruiwen Xie, Yangtao Chen, Yu Qin, Peng Wen, Stefan Bauer, Po-Yen Tung, Dierk Raabe

Published: 10 Dec 2024, Last Modified: 12 Mar 2026CrossrefEveryoneRevisionsCC BY-SA 4.0
Abstract: Inferring optimal solutions from limited data is considered the ultimate goal in scientific discovery. Artificial intelligence offers a promising avenue to greatly accelerate this process. Existing methods often depend on large datasets, strong assumptions about objective functions, and classic m...
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