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Schweidtmann, A.M. (author), Weber, Jana M. (author), Wende, Christian (author), Netze, Linus (author), Mitsos, Alexander (author)
Data-driven models are becoming increasingly popular in engineering, on their own or in combination with mechanistic models. Commonly, the trained models are subsequently used in model-based optimization of design and/or operation of processes. Thus, it is critical to ensure that data-driven models are not evaluated outside their validity...
journal article 2021