Variability, uncertainty and noise in kinetic models of biochemical reaction networks GoForSys-Seminar, Univeristaet Potsdam, February 25th, 2011.



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talks Workshops and Conferences Intregrating cell-level kinetics into pharmacokinetic models to predict the effect of anti-hiv drugs in vivo Minisymposium: How mathematics illuminates biology, 6th European Congress of Mathematics, Krakow/Poland, July 2nd-7th, 2012. Non-linear mixed effect modeling in pharmacokinetics and cognitive sciences: towards merging data-driven and mechanistic modeling approaches Workshop on Bayesian Data Integration and Assimilation, Universitaet Potsdam, March 19th, 2012. Hybrid stochastic-deterministic approach to directly solve the chemical master equation based on multiscale expansion Workshop on the Numerical Solution of the Chemical Master Equation in Molecular Biology, Institute of Advance Studies/TU Munich, September 12h, 2011. Integrating cell-level kinetics into pharmaockinetic models for optimizing the inhibitory effect of therapeutic proteins in cancer therapy Institute Day, MPI Molecular Plant Physiology, Potsdam, June 27th, 2011. Variability, uncertainty and noise in kinetic models of biochemical reaction networks GoForSys-Seminar, Univeristaet Potsdam, February 25th, 2011. Methods of mathematical modeling in drug discovery from plants: Possibility and potentials 1sr Brazilian-German Meeting of Plant Systems Biology and Bioenergy, Receife/Brazil, November 25th-26th, 2010. Global Sensitivity Analysis of ODEs via solution of the associated Fokker-Planck equation 6th International Workshop on Computation of Biochemical Pathways and Genetic Networks, Univeristaet Heidelberg, September 16th-17th, 2010. Physiologically-based pharmacokinetic/pharmacodynamic modelling, mathematical model reduction Seite 1

and a mechanistic interpretation of simple empirical models Population Approach Group Europe, PAGE 19, Berlin, June 8th-11th, 2010. Model- based drug development China-Germany joint conference on Mathematics and Industry, BMBF/Germany and Academy of Mathematics and Systems Science/China, Beijing/China, March 15th-17th, 2010. Analysing the pharmacokinetics and pharmacodynamics of drugs in vivo by upgrading in vitro data based on mathematical modelling Cancer Research Cambridge, Cambridge/UK, February 1st, 2010. Single Cell PK/PD modelling for Optimizing Therapeutic Antibodies in Cancer Therapy Pfizer, Sandwich/UK, October 13th, 2009. Single Cell Pharmacokinetic/Pharmacodynamic modelling for Optimizing Therapeutic Antibodies in Cancer Therapy SBI, UCD, Dublin/Ireland, October 12th, 2009. Stochastic Modelling in HIV disease Workshop on Mathematical Biology, Hausdorff Centre for Mathematics, Bonn/Germany, October 6-8th, 2009. Global Sensitivity Analysis of Ordinary Differential Equations via solution of the associated PDE problem NumDiff conference, Halle/Germany, September 14-18th, 2009. Mathematical modelling in pharmacometrics for supporting the drug discovery and development process D-BSSE, ETH Zurich, Basel/Switzerland, September 20th, 2009. Ligand accumulation counteracts therapeutic inhibition of receptor systems FOSBE Conference, Denver/USA, August 9-12th, 2009. Physiologically-based pharmacokinetics: Mathematics and good modelling practise 50. Annual meeting of the DGPT, Mainz/Germany, March 9th, 2009. Seite 2

Identifying the essential dynamics of molecular and cellular systems Mathematischen Kolloquium, Mathematisches Institut, Univerität zu Köln, January 10th, 2009. Mathematical Modelling in Pharmacometrics: Towards model-based drug development Mathematical Methods to Analyze Complex Technical and Biological Systems, MPI Dynamics of Complex Systems, Magdeburg, December 2nd, 2008. Beyond Stabililty: The Mathematics of Molecular Flexibility in the Context of Virtual Screening Network Mathematics Graduate Programme, NUIM, July 22nd, 2008. The pharmacokinetic link to cellular reaction networks European Conference on Mathematical and Theoretical Biology (ECMTB08), Edinburgh/UK, July 2nd, 2008. Möglichkeiten und Grenzen der physiologie-basierten Modellierung in der Pharmakokinetik Coloquium of the Institute of Pharmacy, MLU Halle-Wittenberg, Germany, June 25th, 2008. Pharmacometrics & Computational Disease Modelling 13. PK/PD-Expertentreffen, Isny, Germany, April 26th, 2008. Combining Systems Biology with Physiologically Based Pharmacokinetics to Support the Understanding of Drug Effects FOSBE Conference, Stuttgart, September 9th-12th, 2007. Tackling the Chemical Master Equation Directly by Adaptive Discrete Galerkin Methods International Conference on SCIentific Computation And Differential Equations (SciCADE 07 (http://scicade07.irisa.fr)) Saint-Malo, France, July 9-13, 2007. Metastability in Markovian Systems University College Cork (UCC), Cork/Ireland, June 28, 2007. Hybrid Stochastic & Deterministic Models of Biochemical Reaction Kinetics: In Silico Analysis of Seite 3

Flagellar Regulation in E. Coli Conway Institute, University College Dublin (UCD), Dublin/Ireland, May 11, 2007. Hierarchical Approach to Physiologically based Pharmacokinetics: Refining Models with Increasing Knowledge Complex Networks in the Life Sciences, MATHEON and MITACS, the Canadian "Network of Centres of Excellence (NCE) for the Mathematical Sciences", Erkner/Berlin, April 2-4, 2007 (Workshop (http://mathlife.mi.fu-berlin.de/workshop/)). New insight in the drug design and development process by exploiting the potential of PBPK-Modelling, Systems Biology and Scientific Computing Philips Research Europe Hamburg (http://www.philips.com), December 11, 2006. Mathematische Modellierung von Medikamentenwechselwirkungen in der Arzneimittelforschung (with B.-F. Krippendorff), 4. Treffpunkt Bioinformatik in Berlin-Brandenburg, BCB (http://www.bcbio.de/), MATHEON (http://www.matheon.de) and BioTOP (http://www.biotop.de), Berlin, December 5, 2006. Dynamical low rank approximation of the chemical master equation Oberwolfach conference Mathematical and Numerical Aspects of Quantum Chemistry Problems, Mathematisches Forschungsinstitut Oberwolfach (mfo (http://www.mfo.de)), October 22-28, 2006. Modellierung und Simulation in der präklinischen Arzneistoffentwicklung Jahrestagung der Deutschen Pharmazeutischen Gesellschaft e.v. (DPhG (http://www.krieglstein-marburg.de/dphg%20-%20jahrestagung%202006/welcome_eng.html)). Marburg, October 4-5, 2006. Mathematical modeling in pharmacokinetics: a modular, physiologically-based approach Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS (http://www.gmds.de/)). Leipzig, September 11-13, 2006 Deterministic models of chemical reactions coupled to stochastic reaction kinetics for efficient simulation of cellular systems 11th Seminar NUMDIFF, Halle, September 4-8, 2006 (Conference (http://sim.mathematik.uni-halle.de/numdiff/numdiff11/)). Adaptive approach for non-linear sensitivity analysis of dynamical systems with application to systems Seite 4

pharmacokinetics Hamilton Institute (http://www.hamilton.ie), June 13, 2006. Combining PBPK-Modeling, Systems Biology and Scientific Computing for New Insight in the Drug Development Process 11. Pharmakokinetik/Pharmakodynamik Expertentreffen, Berlin, May 5-6, 2006 (Conference (http://www.pkpd-expertentreffen.de)). Computational Physiology BioClub Meeting, Freie Universität Berlin. April 25, 2006. Mathematical modelling and simulation for new insights in the drug development process: A hierarchical approach to systems pharmacokinetics Status seminar, Berlin Center for Genome Based Bioinformatics (BCB), March 1, 2006, (BCB (http://www.bcbio.de/)). Solving the chemical master equation for monomolecular reaction systems analytically - and beyond Frankfurter Stochastik-Tage 2006, Frankfurt, March 14-17, 2006 (Conference (http://stoch2006.math.uni-frankfurt.de/index_en.html)). Adaptive simulation of hybrid stochastic and deterministic models for biochemical systems Hahn-Meitner-Institut (HMI), Berlin, November 17, 2005. A generic PBPK model as a first step towards in silico disease modelling 1st BioSim conference, Mallorca, Spain, October 6-8, 2005 (Conference (http://www.imedea.uib.es/public/biosim/)). Averaging of fast time scales in the presence of metastability Potsdam Workshop on Numerical Methods in Climate and Weather Prediction, September 30, 2005 (Workshop (http://users.math.uni-potsdam.de/~wensch/wetter/announce.html)). Mathematik und Lebenswissenschaften - lässt sich der Mensch im Computer simulieren? Vortrag vor Schülern der Klassenstufe 12 des Albert-Schweitzer-Gymnasiums Gera, FU Berlin, September 15, 2005. Seite 5

Hierarchische Modellierung physiologischer Prozesse zur Vorhersage und Einsicht in die Pharmakokinetik potentieller Wirkstoffe Forschungsinstitut für Molekulare Pharmakologie (FMP (http://www.fmp-berlin.de/)), Berlin-Buch, March 01, 2005. Coupling stochastic and deterministic models for efficient simulation of cellular processes DFG Research Center MATHEON, Berlin (MATHEON (http://www.matheon.de/)), January 28, 2005. Exact simulation of hybrid stochastic and deterministic models for biochemical systems Oberseminar Numerische Mathematik/Scientific Computing, Berlin (Oberseminar (http://www.math.fu-berlin.de/rd/we-02/numerik/seminar/archive.html )), January 14, 2005. Metastability and Dominant Eigenvalues of Transfer Operators Graduiertenkolleg Strukturbildungsprozesse, Bielefeld (Graduiertenkolleg (http://www.mathematik.uni-bielefeld.de/~fspm_gk/)), November 25, 2004 Physiologie-basierte Pharmakokinetik-Modellierung in der Leitstruktur-Optimierung Revotar Biopharmaceuticals AG (http://www.revotar.de/), Henningsdorf/Berlin, November 18, 2004. Physiologie-basierte Modelle in der Pharmakokinetik Interdisziplinäre Tagung "Wissenschaftliches Modellieren - Ansprüche und Kriterien im Zuge der Theoriebildung", veranstaltet von der Forschergruppe "Wissensformate: Information, Kommunikation, Repräsentation" und SFB 611 "Singuläre Phänome und Skalierung in mathematischen Modellen", Bad Honnef, November 12-13, 2004 (Tagung (http://www.kwz.uni-bonn.de/tagung_modellieren/)). Systems biology integrated into physiologically based pharmacokinetics 5th International Conference on Systems Biology (ICSB2004), Heidelberg, October 09-13, 2004 (Conference). Adaptive approach to parameter variability in physiological processes Jahrestagung der Deutschen Mathematiker-Vereinigung, Heidelberg, September 12-17, 2004 (Conference (http://dmv2004.uni-hd.de/)). Macroscopic effects of fast degrees of freedom exhibiting long-term correlations Algorithms for Macromolecular Modelling IV, Leicester, United Kingdom, August 18-21, 2004 (Conference (http://www.am-3.org/)). Seite 6

A computational approach to macroscopic behaviour of molecular dynamics CEMRACS2004: Mathematics and Applications in Biology and Medicine, CIRM, Marseille, France, September 8-13, 2004 (Summer school and research center (http://smai.emath.fr/cemracs/cemracs04/index.php)). Mathematik im Medikamenten-Design Lange Nacht der Wissenschaften 2004 (FU Berlin, FB Mathematik und Informatik), Berlin, June 12, 2004 (Lange Nacht (http://www.inf.fu-berlin.de/langenacht/lndw2004/)). Metastabilität als Konzept zur Beschreibung wesentlicher dynamischer Effekte DFG-Forschungszentrum DFG Research Center MATHEON, Berlin, June 11, 2004 (Tandem-Workshop Stochastik-Numerik (http://www.mathematik.hu-berlin.de/~winkler/tandemws.html)). The use of in vitro data for the toxicological risk assessment together with Ursula Gundert-Remy (BfR, Germany). COST B15 final conference "In silico driven drug discovery and development: The integration of modelling and simulation throughout the discovery and development processes" Geneva, Switzerland, May 26-28, 2004 (Conference (http://www.symporg.ch/conferences/2004/cost2004/)). Mathematische Modellierung in der Pharmakokinetik Ringvorlesung "Rechnen in der Wissenschaft", Fachbereich Mathematik und Informatik der FU Berlin, May 19, 2004. Molecular Flexibility in the Context of Virtual Screening Indian-German-Workshop "Bioinformatics and Proteomics", Harnack-Haus, Berlin, September 18-19, 2003. On the Effects of Fast Degrees of Freedom on Macroscopic Dynamical Behavior LMS Durham Symposium: Markov Chains, University of Durham, United Kingdom, (Symposium (http://www.maths.dur.ac.uk/php/lms.php?meeting_name=mc&job=webpage)), July 25 - August 04, 2003. Avoid the critical slowing down - identify metastability before you get trapped, Part I (Part II by Frank Cordes, ZIB) SciCADE 2003: International Conference on Scientific Computation and Differential Equations, Trondheim, Norway. (Conference (http://www.math.ntnu.no/scicade/)), June 30 - July 04, 2003. Beyond stability - computational identification of macroscopic fluctuations in molecular ensembles Status seminar, Berlin Center for Genome Based Bioinformatics (BCB), March 12, 2003, ( BCB (http://www.bcbio.de/)). Seite 7

A Computational Approach to the Large Scale Behaviour of Molecular Dynamics AMAM 2003 Conference on Applied Mathematics and Applications of Mathematics, Nice, France, February 11, 2003, (Conference (http://acm.emath.fr/amam/)) Zu Risiken und Nebenwirkungen fragen Sie ihren Mathematiker Eröffnungsveranstaltung des DFG-Forschungszentrums "Mathematik für Schlüsseltechnologien", TU Berlin, Germany, November 20, 2002, (TU-Pressestelle (http://www.tu-berlin.de/presse/www-info/2002/www88.htm), Pressetext (http://page.mi.fu-berlin.de/~huisinga/talks/fzt86pressetext.pdf)) Macroscopic Dynamics in Molecular Systems: Transition Probabilities and Exit Rates Almost02 "Workshop on Efficient Algorithms for Multiscale Dynamics", FU Berlin, Germany, September 24, 2002, (Workshop (http://www.math.fu-berlin.de/~biocomp/workshops/almost02)) Macroscopic Dynamics in Stochastic Systems - Transition Probabilities and Exit Rates BERLINER KOLLOQUIUM Wahrscheinlichkeitstheorie, HU Berlin, Germany, February 15, 2002. Extracting Macroscopic Stochastic Dynamics: Theory, Model Problems and Numerics MPI "Physik komplexer Systeme", Dresden, Germany, February 20, 2002. Die Wignertransformation und ihre Anwendung am Beispiel der Schrödinger-Gleichung Disputationsvortrag am Fachbereich Mathematik und Informatik der FU Berlin, November 07, 2001. Metastability of Markovian systems - The Mathematical Foundations First SIAM-EMS Conference "Applied Mathematics in our Changing World", Berlin, Germany, September 05, 2001, (Conference (http://www.zib.de/amcw01/)) Metastability of Markovian systems - a transfer operator approach in application to molecular dynamics Workshop on Atomistic to Continuum Models for Long Molecules and Thin Films, Monte Verita, Ascona, Switzerland, July 20, 2001, (Workshop (http://lcvmwww.epfl.ch/~lcvm/ascona2001/index.html)) Towards the identification of essential degrees of freedom 2. Kolloquium des SPP Analysis, Modellierung und Simulation von Mehrskalenproblemen, Röttgen, Bonn, Germany, July 03, 2001) Seite 8

Markov Chains and Metastability Probability Seminar, Mathematical department at University of Warwick, Warwick, UK, March 14, 2001. Metastable behaviour of Markov processes induced by Langevin models Third International Workshop on Methods for Macromolecular Modelling, New York, USA, October 14, 2000 Biomolecular conformations as metastable sets of specific Markov chains With Ch. Schütte. Thirty-Eight Annual Allerton Conference on Communication, Control, and Computing, Monticello, USA, October 06, 2000 (Conference (http://tesla.csl.uiuc.edu/allerton/)) Transfer Operatoren und metastabile Dynamik 21. Norddeutsches Kolloquium über Angewandte Analysis und Numerische Mathematik, Berlin, Germany, May 19, 2000, (Kolloquium (http://www.math.tu-berlin.de/~noko21/)) Metastable behaviour of Markov processes induced by Langevin models Workshop on Transfer Operators, Paderborn, Germany, March 06, 2000, (Workshop) Konformationsanalyse von Biomolekülen CeBIT Ausstellungsstand am Forschungsmarkt Berlin, Hannover, Germany, February 26-27, 2000. 2012 RG Computational Physiology http://compphysiol.math.uni-potsdam.de/ Seite 9