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Parameter Identification of Multi-dimensional PBE Growth Model Based on PINN

Release Time:2024-12-10  Hits:

Date of Publication: 2024-10-29

Journal: Chinese Control Conference, CCC

Page Number: 1372-1377

ISSN: 1934-1768

Key Words: Continuous crystallization; Crystal growth from melt; Crystallization; Crystallizers; Growth models; Modeling parameters; Morphological population balance equation; Morphological population balances; Multi dimensional; Neural-networks; Parameter estimation; Parameters identification; Physic-informed neural network; Population-balance equations; Population distribution; Population statistics

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