
Predicting the hydrodynamic properties of a bioreactor : conditional density estimation as a surrogate model for CFD simulations
- Author
- Umut Kaya (UGent) , Srikanth Gopireddy, Nora Urbanetz, Ingmar Nopens (UGent) and Jan Verwaeren (UGent)
- Organization
- Project
- Keywords
- Bioprocess, Computational fluid dynamics, Conditional density estimation, Machine learning, COMPUTATIONAL FLUID-DYNAMICS, CELL-DEATH, SCALE, SHEAR, FLOW
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Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-8750462
- MLA
- Kaya, Umut, et al. “Predicting the Hydrodynamic Properties of a Bioreactor : Conditional Density Estimation as a Surrogate Model for CFD Simulations.” CHEMICAL ENGINEERING RESEARCH & DESIGN, vol. 182, 2022, pp. 342–59, doi:10.1016/j.cherd.2022.03.042.
- APA
- Kaya, U., Gopireddy, S., Urbanetz, N., Nopens, I., & Verwaeren, J. (2022). Predicting the hydrodynamic properties of a bioreactor : conditional density estimation as a surrogate model for CFD simulations. CHEMICAL ENGINEERING RESEARCH & DESIGN, 182, 342–359. https://doi.org/10.1016/j.cherd.2022.03.042
- Chicago author-date
- Kaya, Umut, Srikanth Gopireddy, Nora Urbanetz, Ingmar Nopens, and Jan Verwaeren. 2022. “Predicting the Hydrodynamic Properties of a Bioreactor : Conditional Density Estimation as a Surrogate Model for CFD Simulations.” CHEMICAL ENGINEERING RESEARCH & DESIGN 182: 342–59. https://doi.org/10.1016/j.cherd.2022.03.042.
- Chicago author-date (all authors)
- Kaya, Umut, Srikanth Gopireddy, Nora Urbanetz, Ingmar Nopens, and Jan Verwaeren. 2022. “Predicting the Hydrodynamic Properties of a Bioreactor : Conditional Density Estimation as a Surrogate Model for CFD Simulations.” CHEMICAL ENGINEERING RESEARCH & DESIGN 182: 342–359. doi:10.1016/j.cherd.2022.03.042.
- Vancouver
- 1.Kaya U, Gopireddy S, Urbanetz N, Nopens I, Verwaeren J. Predicting the hydrodynamic properties of a bioreactor : conditional density estimation as a surrogate model for CFD simulations. CHEMICAL ENGINEERING RESEARCH & DESIGN. 2022;182:342–59.
- IEEE
- [1]U. Kaya, S. Gopireddy, N. Urbanetz, I. Nopens, and J. Verwaeren, “Predicting the hydrodynamic properties of a bioreactor : conditional density estimation as a surrogate model for CFD simulations,” CHEMICAL ENGINEERING RESEARCH & DESIGN, vol. 182, pp. 342–359, 2022.
@article{8750462, author = {{Kaya, Umut and Gopireddy, Srikanth and Urbanetz, Nora and Nopens, Ingmar and Verwaeren, Jan}}, issn = {{0263-8762}}, journal = {{CHEMICAL ENGINEERING RESEARCH & DESIGN}}, keywords = {{Bioprocess,Computational fluid dynamics,Conditional density estimation,Machine learning,COMPUTATIONAL FLUID-DYNAMICS,CELL-DEATH,SCALE,SHEAR,FLOW}}, language = {{eng}}, pages = {{342--359}}, title = {{Predicting the hydrodynamic properties of a bioreactor : conditional density estimation as a surrogate model for CFD simulations}}, url = {{http://doi.org/10.1016/j.cherd.2022.03.042}}, volume = {{182}}, year = {{2022}}, }
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