Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Umut Kaya

ORCID iD: 0000-0002-8730-1214

Add to list
- PhD Thesis
Development of learning-based surrogate models for predicting the fluid dynamics in a pharmaceutical bioreactor

Umut Kaya

(2024)
Add to list
- Journal Article
- A1
- open access
Quantifying the hydrodynamic stress for bioprocesses

Umut Kaya, Srikanth Gopireddy, Nora Urbanetz, Diana Kreitmayer, Eva Gutheil, Ingmar Nopens (UGent) and Jan Verwaeren (UGent)

(2023) BIOTECHNOLOGY PROGRESS. 39(5).
Add to list
- Conference Paper
- C3
Probabilistic modelling of the hydrodynamic properties of a bioreactor for mAb production

Umut Kaya, Srikanth Gopireddy, Nora Urbanetz, Ingmar Nopens (UGent) and Jan Verwaeren (UGent)

(2022) World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology, 13th, Abstracts.
Add to list
Predicting the hydrodynamic properties of a bioreactor : conditional density estimation as a surrogate model for CFD simulations

Umut Kaya, Srikanth Gopireddy, Nora Urbanetz, Ingmar Nopens (UGent) and Jan Verwaeren (UGent)

(2022) CHEMICAL ENGINEERING RESEARCH & DESIGN. 182. p.342-359