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Chemical Engineering and Industrial Chemistry

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Mathis Heyer

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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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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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