Profil

Mehrian Mohammad

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Main Referenced Co-authors
Geris, Liesbet  (12)
Papantoniou, Ioannis (6)
guyot, Yann (3)
Arabameri, Abazar (2)
Asemani, Davud (2)
Main Referenced Keywords
Bone tissue engineering (4); perfusion bioreactor (3); tissue engineering (3); Bayesian optimisation (2); biomechanics (2);
Main Referenced Unit & Research Centers
Biomechanics research unit, University of Liege (1)
Main Referenced Disciplines
Engineering, computing & technology: Multidisciplinary, general & others (17)
Electrical & electronics engineering (1)

Publications (total 18)

The most downloaded
880 downloads
Mehrian, M. (2013). Modeling of Antitumor Drug Pharmacodynamics Using Genetic algorithm. In Proceedings of the 21st Iranian Conference on Electrical Engineering (ICEE). https://hdl.handle.net/2268/171638

The most cited

32 citations (Scopus®)

Mehrian, M., Guyot, Y., Papantoniou, I., Olofsson, S., Sonnaert, M., Misener, R., & Geris, L. (2017). Maximizing neotissue growth kinetics in a perfusion bioreactor: An in silico strategy using model reduction and Bayesian optimization. Biotechnology and Bioengineering. doi:10.1002/bit.26500 https://hdl.handle.net/2268/218960

Mehrian, M. (2019). Development and optimization of in silico models of 2D cell expansion and 3D neotissue formation in the context of tissue engineering therapy design and translation [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/231754

Mehrian, M., Papantoniou, I., Lambrechts, T., & Geris, L. (2018). Computational modelling of the effect of growth factors on human mesenchymal stem cell proliferation in 3D porous scaffolds. In Proceedings of the Virtual Physiological Human conference (VPH), Zaragoza, Spain, 5-7 September 2018.
Peer reviewed

Mehrian, M., olofsson, S., Misener, R., & Geris, L. (2018). Multi-objective optimization of cost-efficient neotissue growth inside 3D scaffolds using evolutionary algorithms. In Proceedings of the 15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE).
Peer reviewed

Mehrian, M., Papantoniou, I., Lambrechts, T., & Geris, L. (2018). Computational modelling of human mesenchymal stem cell proliferation and extra cellular matrix production in 3D porous scaffolds in a perfusion bioreactor. In Proceedings of the 15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE).
Peer reviewed

Olofsson, S., Mehrian, M., Calandra, R., Geris, L., Deisenroth, M. P., & Misener, R. (2018). Bayesian Multi-Objective Optimisation with Mixed Analytical and Black-Box Functions: Application to Tissue Engineering. IEEE Transactions on Biomedical Engineering. doi:10.1109/TBME.2018.2855404
Peer Reviewed verified by ORBi

Mehrian, M., Guyot, Y., Papantoniou, I., Olofsson, S., Sonnaert, M., Misener, R., & Geris, L. (2017). Maximizing neotissue growth kinetics in a perfusion bioreactor: An in silico strategy using model reduction and Bayesian optimization. Biotechnology and Bioengineering. doi:10.1002/bit.26500
Peer Reviewed verified by ORBi

olofsson, S., Mehrian, M., Geris, L., Calandra, R., Deisenrotha, & Ruth, M. (2017). Bayesian Multi-Objective Optimisation of Neotissue Growth in a Perfusion Bioreactor Set-up. In Computer Aided Chemical Engineering. Elsevier. doi:10.1016/B978-0-444-63965-3.50361-5
Peer reviewed

Mehrian, M. (2017). Managing donor-related variability in cell production by means of data-based modelling. In Proceedings of the 5th Belgian Symposium on Tissue Engineering (BSTE).
Peer reviewed

Mehrian, M., guyot, Y., Papantoniou, I., & Geris, L. (01 February 2017). MAXIMIZING NEOTISSUE GROWTH IN A PERFUSION BIOREACTOR USING BAYESIAN OPTIMIZATION [Poster presentation]. GIGA day 2017.

Mehrian, M., guyot, Y., Papantoniou, I., & Geris, L. (2017). Model-Based Optimization of the Medium Refreshment Regime During Neotissue Growth in a Perfusion Bioreactor. In Proceedings of the Foundations of Computer Aided Process Operations / Chemical Process Control (FOCAPO/CPC).
Peer reviewed

Mehrian, M., guyot, Y., Papantoniou, I., & Geris, L. (2016). Improving Perfusion Bioreactor Yields by Using Particle Swarm Optimization. In Proceedings of the 15th Belgian National Day on Biomedical Engineering.
Peer reviewed

Mehrian, M., Guyot, Y., Papantoniou, I., & Geris, L. (2016). Optimizing the medium refreshment regime during neotissue growth in a perfusion bioreactor described by a reduced computational model capturing curvature and shear stress distribution. In Proceedings of the 4th Belgian Symposium on Tissue Engineering (BSTE).
Peer reviewed

Mehrian, M., Guyot, Y., & Geris, L. (2015). A reduced model developed for describing neotissue growth during dynamic bioreactor culture. In Proceedings of the IEEE-EMBS Benelux Chapter Meeting.
Peer reviewed

Mehrian, M., Germain, M., & Geris, L. (22 June 2015). Determining optimum parameter bounds for a model of Wnt, BMP and ERK Crosstalk during Osteochondrogenic Differentiation using Genetic Algorithms [Poster presentation]. CASyM Summer school Sweden 2015, Djurönäset, Sweden.

Mehrian, M., Asemani, D., Arabameri, A., Pourgholaminejad, A., & Hadjati, J. (2014). Modeling of tumor growth in dendritic cell-based immunotherapy using artificial neural networks. Computational Biology and Chemistry, 48, 21-8. doi:10.1016/j.compbiolchem.2013.09.007
Peer Reviewed verified by ORBi

Mehrian, M., Arabameri, A., Sedghi, A., & Asemani, D. (2013). Modeling of Dendritic Cell-based vaccination Immunotherapy using Artificial Neural Networks. In Proceedings of the World Conference on Innovation and Computer Science.
Peer reviewed

Mehrian, M. (2013). Modeling of Antitumor Drug Pharmacodynamics Using Genetic algorithm. In Proceedings of the 21st Iranian Conference on Electrical Engineering (ICEE).
Peer reviewed

Mehrian, M. (2012). Minimization of THD and Transmission Losses Using GA SVC controller. In Proceedings of the PSC conference, March 2012.
Peer reviewed

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