@article{HorenkoSchuette2010, author = {Horenko, Illia and Sch{\"u}tte, Christof}, title = {On metastable conformational analysis of non-equilibrium biomolecular time series}, volume = {8}, journal = {Multiscale Modeling \& Simulation}, number = {2}, doi = {10.1137/080744347}, pages = {701 -- 716}, year = {2010}, language = {en} } @article{HorenkoKleinDolaptchievetal.2008, author = {Horenko, Illia and Klein, Rupert and Dolaptchiev, S. and Sch{\"u}tte, Christof}, title = {Automated Generation of Reduced Stochastic Weather Models I}, volume = {6}, journal = {Mult. Mod. Sim.}, number = {4}, doi = {10.1137/060670535}, pages = {1125 -- 1145}, year = {2008}, language = {en} } @article{HorenkoSchuette2008, author = {Horenko, Illia and Sch{\"u}tte, Christof}, title = {Dimension Reduction for Time Series with Hidden Phase Transitions and Economic Applications}, journal = {Adv. Data Anal. Class., submitted}, year = {2008}, language = {en} } @article{HorenkoSchuette2008, author = {Horenko, Illia and Sch{\"u}tte, Christof}, title = {Likelihood-Based Estimation of Multidimensional Langevin Models and its Application to Biomolecular Dynamics}, volume = {7}, journal = {Mult. Mod. Sim.}, number = {2}, doi = {10.1137/070687451}, pages = {731 -- 773}, year = {2008}, language = {en} } @article{HorenkoDittmerLankasetal.2008, author = {Horenko, Illia and Dittmer, E. and Lankas, F. and Maddocks, J. and Metzner, Ph. and Sch{\"u}tte, Christof}, title = {Macroscopic Dynamics of Complex Metastable Systems}, volume = {7}, journal = {J. Appl. Dyn. Syst.}, number = {2}, doi = {10.1137/050630064}, pages = {532 -- 560}, year = {2008}, language = {en} } @article{MetznerHorenkoSchuette2007, author = {Metzner, Ph. and Horenko, Illia and Sch{\"u}tte, Christof}, title = {Generator Estimation of Markov Jump Processes Based on Incomplete Observations Nonequidistant in Time}, volume = {76}, journal = {Phys. Rev. E}, number = {06}, doi = {10.1103/PhysRevE.76.066702}, pages = {066702}, year = {2007}, language = {en} } @inproceedings{MeerbachDittmerHorenkoetal.2006, author = {Meerbach, E. and Dittmer, E. and Horenko, Illia and Sch{\"u}tte, Christof}, title = {Multiscale Modelling in Molecular Dynamics}, volume = {703}, booktitle = {Computer Simulations in Condensed Matter}, editor = {Ferrario, Mauro and Ciccotti, Giovanni and Binder, Kurt}, publisher = {Springer}, pages = {475 -- 497}, year = {2006}, language = {en} } @inproceedings{HorenkoSchmidtEhrenbergSchuette2006, author = {Horenko, Illia and Schmidt-Ehrenberg, Johannes and Sch{\"u}tte, Christof}, title = {Set-oriented dimension reduction: Localizing principal component analysis via hidden Markov models}, volume = {4216}, booktitle = {Computational Life Sciences II: Second International Symposium CompLife 2006, Cambridge (UK), Sept. 2006}, editor = {Berthold, Michael R. and Glen, Robert C. and Fischer, Ingrid}, publisher = {Springer}, doi = {10.1007/11875741_8}, pages = {74 -- 85}, year = {2006}, language = {en} } @article{HorenkoLorenzSchuetteetal.2005, author = {Horenko, Illia and Lorenz, S. and Sch{\"u}tte, Christof and Huisinga, Wilhelm}, title = {Adaptive Approach for Non-Linear Sensitivity Analysis of Reaction Kinetics}, volume = {26}, journal = {J. Comp. Chem.}, number = {9}, doi = {10.1002/jcc.20234}, pages = {941 -- 948}, year = {2005}, language = {en} } @article{HorenkoDittmerSchuette2005, author = {Horenko, Illia and Dittmer, E. and Sch{\"u}tte, Christof}, title = {Reduced Stochastic Models for Complex Molecular Systems}, volume = {9}, journal = {Comp. Vis. Sci.}, number = {2}, doi = {10.1007/s00791-006-0021-1}, pages = {89 -- 102}, year = {2005}, language = {en} }