Bayesian based reaction optimization for complex continuous gas–liquid–solid reactions

Runzhe Liang · Jisong Zhang · Zhihong Yuan

31 citations0/0 files storedReaction Chemistry & Engineering

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Optimal Experimental Design Methods Control Systems and Identification Process Optimization and Integration

Abstract

In recent years, self-optimization strategies have been gradually utilized for the determination of optimal reaction conditions owing to their high convenience and independence from researchers' experience.

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2015Taking the Human Out of the Loop: A Review of Bayesian Optimization 1964A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise 2018Phoenics: A Bayesian Optimizer for Chemistry 2015The application of design of experiments (DoE) reaction optimisation and solvent selection in the development of new synthetic chemistry 2011Portfolio allocation for Bayesian optimization 2017Self-optimisation and model-based design of experiments for developing a C–H activation flow process 2015Simplex optimization: A tutorial approach and recent applications in analytical chemistry 2004Process optimization using combinatorial design principles: parallel synthesis and design of experiment methods

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