Mats Jirstrand

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Joachim AlmquistDirector Clinical Pharmacology and Pharmacometrics at AstraZenecaVerified email at astrazeneca.com
Marija CvijovicDepartment of Mathematical Sciences, University of GothenburgVerified email at chalmers.se
Jacob LeanderClinical Pharmacology & Pharmacometrics, AstraZeneca R&DVerified email at astrazeneca.com
Gregor UlmFraunhofer-Chalmers Centre for Industrial MathematicsVerified email at fcc.chalmers.se
Johan KarlssonZenseactVerified email at zenseact.com
Henning SchmidtIntiQuan GmbHVerified email at intiquan.com
Stefan HohmannChalmers University of TechnologyVerified email at chalmers.se
Neil EvansUniversity of WarwickVerified email at warwick.ac.uk
Andreas RaueNovartis Institutes for BioMedical ResearchVerified email at novartis.com
Johan MalmqvistProfessor of Product Development, Chalmers University of TechnologyVerified email at chalmers.se
Jens NielsenProfessor in Systems Biology, Chalmers University of Technology, SwedenVerified email at chalmers.se
Ívar Örn ArnarssonPhD Product DevelopmentVerified email at chalmers.se
David JanzénVerified email at warwick.ac.uk
Peter FritzsonProfessor of Computer Science, Linköping UniversityVerified email at liu.se
Jens TimmerVerified email at uni-freiburg.de
Gunnar CedersundAssociate Professor, Integrative Systems Biology, Dpt of Biomedical Engineering, LinköpingVerified email at liu.se
Mattias GoksörDepartment of Physics, University of GothenburgVerified email at physics.gu.se
Caroline Beck AdielsGothenburg University, Dept of PhysicsVerified email at physics.gu.se
Felix HeldDoctoral student, University of GothenburgVerified email at chalmers.se
Vassily HatzimanikatisAssociate Professor, EPFLVerified email at epfl.ch

Mats Jirstrand

Associate Professor, Head of Department, Fraunhofer-Chalmers Centre

Verified email at fcc.chalmers.se - Homepage

data analysis system identification machine learning applied artificial intelligence pharmacometrics


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Systems Biology Toolbox for MATLAB: a computational platform for research in systems biology H Schmidt, M Jirstrand Bioinformatics 22 (4), 514-515, 2006	582	2006
Kinetic models in industrial biotechnology–improving cell factory performance J Almquist, M Cvijovic, V Hatzimanikatis, J Nielsen, M Jirstrand Metabolic engineering 24, 38-60, 2014	326	2014
A performance evaluation of federated learning algorithms A Nilsson, S Smith, G Ulm, E Gustavsson, M Jirstrand Proceedings of the second workshop on distributed infrastructures for deep …, 2018	242	2018
Comparison of approaches for parameter identifiability analysis of biological systems A Raue, J Karlsson, MP Saccomani, M Jirstrand, J Timmer Bioinformatics 30 (10), 1440-1448, 2014	218	2014
An efficient method for structural identifiability analysis of large dynamic systems J Karlsson, M Anguelova, M Jirstrand IFAC proceedings volumes 45 (16), 941-946, 2012	169	2012
Nonlinear control system design by quantifier elimination M Jirstrand Journal of Symbolic Computation 24 (2), 137-152, 1997	131	1997
Minimal output sets for identifiability M Anguelova, J Karlsson, M Jirstrand Mathematical biosciences 239 (1), 139-153, 2012	78	2012
On stability and passivity of a class of hybrid systems AY Pogromsky, M Jirstrand, P Spangeus Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No …, 1998	67	1998
Bile canalicular dynamics in hepatocyte sandwich cultures R Reif, J Karlsson, G Günther, L Beattie, D Wrangborg, S Hammad, ... Archives of toxicology 89, 1861-1870, 2015	62	2015
Bridging the gaps in systems biology M Cvijovic, J Almquist, J Hagmar, S Hohmann, HM Kaltenbach, E Klipp, ... Molecular Genetics and Genomics 289, 727-734, 2014	60	2014
Root cause analysis of failures and quality deviations in manufacturing using machine learning A Lokrantz, E Gustavsson, M Jirstrand Procedia Cirp 72, 1057-1062, 2018	55	2018
MathModelica - An Extensible Modeling and Simulation Environment with Integrated Graphics and Literate Programming P Fritzson, J Gunnarsson, M Jirstrand Modelica, 2002	53	2002
Parameter identifiability of fundamental pharmacodynamic models DLI Janzén, L Bergenholm, M Jirstrand, J Parkinson, J Yates, ND Evans, ... Frontiers in Physiology 7, 590, 2016	51	2016
Yeast AMP-activated protein kinase monitors glucose concentration changes and absolute glucose levels L Bendrioua, M Smedh, J Almquist, M Cvijovic, M Jirstrand, M Goksör, ... Journal of Biological Chemistry 289 (18), 12863-12875, 2014	49	2014
Heterogeneous kinetics of AKT signaling in individual cells are accounted for by variable protein concentration R Meyer, LA D'Alessandro, S Kar, B Kramer, B She, D Kaschek, B Hahn, ... Frontiers in physiology 3, 451, 2012	49	2012
Mixed effects modeling using stochastic differential equations: illustrated by pharmacokinetic data of nicotinic acid in obese Zucker rats J Leander, J Almquist, C Ahlström, J Gabrielsson, M Jirstrand The AAPS journal 17, 586-596, 2015	46	2015
Cylindrical algebraic decomposition-an introduction M Jirstrand Linköping University, 1995	46	1995
Constructive methods for inequality constraints in control M Jirstrand Department of Electrical Engineering. Linköping University, 1998	45	1998
Multi-objective constrained Bayesian optimization for structural design A Mathern, OS Steinholtz, A Sjöberg, M Önnheim, K Ek, R Rempling, ... Structural and Multidisciplinary Optimization 63, 689-701, 2021	44	2021
A method for zooming of nonlinear models of biochemical systems M Sunnåker, G Cedersund, M Jirstrand BMC systems biology 5, 1-21, 2011	44	2011

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