Linar Mikeev


I am a former PhD student at the group of Modeling and Simulation. My main research interests are:

  • numerical analysis of large structured Markov chains
  • computation of rare event probabilities
  • Fokker-Planck approximation of the chemical master equation

Publications

  • A. Andreychenko, L. Mikeev, V. Wolf: Model Reconstruction for Moment-Based Stochastic Chemical Kinetics. ACM Trans. Model. Comput. Simul. 25(2): 12:1-12:19 (2015)
  • C. Bock, L. Bortolussi, T. Krüger, L. Mikeev, V. Wolf: Model-Based Whole-Genome Analysis of DNA Methylation Fidelity. HSB 2015: 141-155 2013
  • L. Mikeev, Martin R. Neuhäußer, D. Spieler, V. Wolf: On-the-fly verification and optimization of DTA-properties for large Markov chains. Formal Methods in System Design 43(2): 313-337 (2013)
  • L. Mikeev, W. Sandmann, V. Wolf: Numerical Approximation of Rare Event Probabilities in Biochemically Reacting Systems. CMSB 2013: 5-18 2012
  • A. Andreychenko, L. Mikeev, D. Spieler, V. Wolf: Approximate maximum likelihood estimation for stochastic chemical kinetics. EURASIP J. Bioinformatics and Systems Biology 2012: 9 (2012)
  • L. Mikeev, V. Wolf: Parameter estimation for stochastic hybrid models of biochemical reaction networks. HSCC 2012: 155-166 2011
  • A. Andreychenko, L. Mikeev, D. Spieler, V. Wolf: Parameter Identification for Markov Models of Biochemical Reactions. CAV 2011: 83-98
  • M. Lapin, L. Mikeev, V. Wolf: SHAVE: stochastic hybrid analysis of markov population models. HSCC 2011: 311-312
  • L. Mikeev, W. Sandmann, V. Wolf: Efficient calculation of rare event probabilities in Markovian queueing networks. VALUETOOLS 2011: 186-196
  • A. Andreychenko, L. Mikeev, D. Spieler, V. Wolf: Parameter Identification for Markov Models of Biochemical Reactions. CoRR abs/1102.2819 (2011) 2010
  • T. A. Henzinger, L. Mikeev, M. Mateescu, V. Wolf: Hybrid numerical solution of the chemical master equation. CMSB 2010: 55-65
  • T. Dayar, L. Mikeev, V. Wolf: On the Numerical Analysis of Stochastic Lotka-Volterra Models. IMCSIT 2010: 289-296
  • T. A. Henzinger, M. Mateescu, L. Mikeev, V. Wolf: Hybrid Numerical Solution of the Chemical Master Equation. CoRR abs/1005.0747 (2010)