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Furkan Elmaz

University of Antwerp

Prinsstraat 13

Antwerp, 2000

Belgium

  • University of Antwerp

SCHOLARLY PAPERS

2

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85

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Scholarly Papers (2)

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1.

Practical Application of Physics-Informed Neural Networks for Pharmaceutical Centrifugation in Data-Restricted Environments

Number of pages: 27 Posted: 25 Aug 2025
Michiel Robeyn, Furkan Elmaz, Thomas Huybrechts, Hamid Toliati, BingBing Hong, Sam Wuyts and Siegfried Mercelis
University of Antwerp, University of Antwerp, University of Antwerp, University of Antwerp, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Antwerp
Downloads 51 (1,052,702)

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Physics-informed neural networks, centrifugation, pharmaceutical unit-operation, predictive modeling

2.

A Hybrid Predictive Modelling Approach for Catalyzed Polymerization Reactors

Number of pages: 24 Posted: 06 Jul 2024
Omid Sobhani, Hamid Toliati, Furkan Elmaz, Shahab Pormoradi Gerdposhteh, Benedict Carius, Kevin Mets and Siegfried Mercelis
University of Antwerp, University of Antwerp, University of Antwerp, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Antwerp and University of Antwerp
Downloads 34 (1,263,436)

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machine learning, Hybrid Modelling, Polymerization Process, Fed-Batch Chemical Process