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Jiyizhe Zhang

4 results in Authors: Jiyizhe Zhang

Chemical Engineering and Industrial Chemistry

Multi-objective reaction optimization under uncertainties using expected quantile improvement

Jiyizhe Zhang, Daria Semochkina, Naoto Sugisawa, David Woods, Alexei Lapkin

Version 1 posted 29 July 2024

258

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Chemical Engineering and Industrial Chemistry

Multi-objective Bayesian optimisation using q-Noisy Expected Hypervolume Improvement (qNEHVI) for Schotten-Baumann reaction

Jiyizhe Zhang, Naoto Sugisawa, Kobi Felton, Shinichiro Fuse, Alexei Lapkin

Version 1 posted 26 September 2023

517

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1

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Chemical Engineering and Industrial Chemistry

Automated Generation of Mechanistic Models for Chemical Process Digital Twins using Reinforcement Learning - Part II: Compartmentalization and Learning-Based Recalibration

Jan-Frederic Laub, Jiyizhe Zhang, Mathis Heyer, Alexei Lapkin

Version 2 posted 27 March 2025

95

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Chemical Engineering and Industrial Chemistry

Automated Generation of Mechanistic Models for Chemical Process Digital Twins using Reinforcement Learning - Part I: Conceptual Framework and Equation Generation

Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei Lapkin

Version 2 posted 27 March 2025

91

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