Gaussian processes

Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes
This paper proposes a new class of real-time optimization schemes to overcome system-model mismatch of uncertain processes. This work’s …
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An adaptive data-driven modelling and optimization framework for complex chemical process design
Current advances in computer-aided chemical process design and synthesis take advantage of surrogate modelling and superstructure …
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