Mohammad Mehrian
Mohammad Mehrian
Postdoctoral Researcher at Université libre de Bruxelles
Verified email at ulb.ac.be
Title
Cited by
Cited by
Year
Maximizing neotissue growth kinetics in a perfusion bioreactor: An in silico strategy using model reduction and Bayesian optimization
M Mehrian, Y Guyot, I Papantoniou, S Olofsson, M Sonnaert, R Misener, ...
Biotechnology and bioengineering 115 (3), 617-629, 2018
192018
Bayesian multiobjective optimisation with mixed analytical and black-box functions: Application to tissue engineering
S Olofsson, M Mehrian, R Calandra, L Geris, MP Deisenroth, R Misener
IEEE Transactions on Biomedical Engineering 66 (3), 727-739, 2018
142018
Modeling of tumor growth in dendritic cell-based immunotherapy using artificial neural networks
M Mehrian, D Asemani, A Arabameri, A Pourgholaminejad, J Hadjati
Computational biology and chemistry 48, 21-28, 2014
52014
Predicting in vitro human mesenchymal stromal cell expansion based on individual donor characteristics using machine learning
M Mehrian, T Lambrechts, M Marechal, FP Luyten, I Papantoniou, L Geris
Cytotherapy 22 (2), 82-90, 2020
42020
Optimizing neotissue growth inside perfusion bioreactors with respect to culture and labor cost: a multi-objective optimization study using evolutionary algorithms
M Mehrian, L Geris
Computer methods in biomechanics and biomedical engineering 23 (7), 285-294, 2020
22020
Bayesian multi-objective optimisation of neotissue growth in a perfusion bioreactor set-up
S Olofsson, M Mehrian, L Geris, R Calandra, MP Deisenroth, R Misener
Computer Aided Chemical Engineering 40, 2155-2160, 2017
22017
Computational Modeling of Human Mesenchymal Stromal Cell Proliferation and Extra-Cellular Matrix Production in 3D Porous Scaffolds in a Perfusion Bioreactor: The Effect of …
M Mehrian, T Lambrechts, I Papantoniou, L Geris
Frontiers in bioengineering and biotechnology 8, 376, 2020
12020
Model-based optimization of the medium refreshment regime during neotissue growth in a perfusion bioreactor
M Mehrian, Y Guyot, I Papantoniou, M Sonnaert, L Geris
FOCAPO/CPC, 2017
12017
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
M Mehrian
Université de Liège, Liege, Belgium, 2019
2019
In Silico Regenerative Medicine: A Digital Twin For Perfusion Bioreactor Processes
L Geris, M Mehrian, S de Bournonville, T Lambrechts, JM Aerts, F Luyten, ...
Frontiers in Medical Devices Conference: The Role of Digital Evidence to …, 2019
2019
Computational modelling of the effect of growth factors on human mesenchymal stem cell proliferation in 3D porous scaffolds
M Mehrian, I Papantoniou, T Lambrechts, L Geris
Proceedings of the Virtual Physiological Human conference (VPH), Zaragoza …, 2018
2018
Computational modelling of human mesenchymal stem cell proliferation and extra cellular matrix production in 3D porous scaffolds in a perfusion bioreactor
M Mehrian, I Papantoniou, T Lambrechts, L Geris
Proceedings of the 15th International Symposium on Computer Methods in …, 2018
2018
Multi-objective optimization of cost-efficient neotissue growth inside 3D scaffolds using evolutionary algorithms
M Mehrian, R Misener, L Geris
Proceedings of the 15th International Symposium on Computer Methods in …, 2018
2018
Managing donor-related variability in cell production by means of data-based modelling
M Mehrian
Proceedings of the 5th Belgian Symposium on Tissue Engineering (BSTE), 2017
2017
MAXIMIZING NEOTISSUE GROWTH IN A PERFUSION BIOREACTOR USING BAYESIAN OPTIMIZATION
M Mehrian, I Papantoniou, L Geris
2017
Improving Perfusion Bioreactor Yields by Using Particle Swarm Optimization
M Mehrian, I Papantoniou, L Geris
Proceedings of the 15th Belgian National Day on Biomedical Engineering, 2016
2016
Optimizing the medium refreshment regime during neotissue growth in a perfusion bioreactor described by a reduced computational model capturing curvature and shear stress …
M Mehrian, Y Guyot, I Papantoniou, L Geris
Proceedings of the 4th Belgian Symposium on Tissue Engineering (BSTE), 2016
2016
A reduced model developed for describing neotissue growth during dynamic bioreactor culture
M Mehrian, Y Guyot, L Geris
Proceedings of the IEEE-EMBS Benelux Chapter Meeting, 2015
2015
Determining optimum parameter bounds for a model of Wnt, BMP and ERK Crosstalk during Osteochondrogenic Differentiation using Genetic Algorithms
M Mehrian, M Germain, L Geris
2015
Modeling of Dendritic Cell-based vaccination Immunotherapy using Artificial Neural Networks
M Mehrian, A Arabameri, A Sedghi, D Asemani
Global Journal on Technology 4 (2), 2013
2013
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Articles 1–20