Illia Horenko
Illia Horenko
Professor of Informatics, Universita della Svizzera Italiana (USI), Lugano
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Zitiert von
Zitiert von
Hierarchical analysis of conformational dynamics in biomolecules: Transition networks of metastable states
F Noé, I Horenko, C Schütte, JC Smith
The Journal of chemical physics 126 (15), 04B617, 2007
Quantum-classical Liouville approach to molecular dynamics: Surface hopping Gaussian phase-space packets
I Horenko, C Salzmann, B Schmidt, C Schütte
The Journal of chemical physics 117 (24), 11075-11088, 2002
On the identification of nonstationary factor models and their application to atmospheric data analysis
I Horenko
Journal of the Atmospheric Sciences 67 (5), 1559-1574, 2010
Finite element approach to clustering of multidimensional time series
I Horenko
SIAM Journal on Scientific Computing 32 (1), 62-83, 2010
On clustering of non-stationary meteorological time series
I Horenko
Dynamics of Atmospheres and Oceans 49 (2-3), 164-187, 2010
Automated model reduction for complex systems exhibiting metastability
I Horenko, E Dittmer, A Fischer, C Schütte
Multiscale Modeling & Simulation 5 (3), 802-827, 2006
Systematic metastable atmospheric regime identification in an AGCM
C Franzke, I Horenko, AJ Majda, R Klein
Journal of the Atmospheric Sciences 66 (7), 1997-2012, 2009
Decadal variability in an OGCM Southern Ocean: Intrinsic modes, forced modes and metastable states
TJ O’Kane, RJ Matear, MA Chamberlain, JS Risbey, BM Sloyan, ...
Ocean Modelling 69, 1-21, 2013
Analysis of persistent nonstationary time series and applications
P Metzner, L Putzig, I Horenko
Communications in Applied Mathematics and Computational Science 7 (2), 175-229, 2012
Fully adaptive propagation of the quantum-classical Liouville equation
I Horenko, M Weiser, B Schmidt, C Schütte
The Journal of chemical physics 120 (19), 8913-8923, 2004
Data-based parameter estimation of generalized multidimensional Langevin processes
I Horenko, C Hartmann, C Schütte, F Noe
Physical Review E 76 (1), 016706, 2007
Generator estimation of Markov jump processes based on incomplete observations nonequidistant in time
P Metzner, I Horenko, C Schütte
Physical Review E 76 (6), 066702, 2007
Changes in the metastability of the midlatitude Southern Hemisphere circulation and the utility of nonstationary cluster analysis and split-flow blocking indices as diagnostic …
TJ O’Kane, JS Risbey, C Franzke, I Horenko, DP Monselesan
Journal of the atmospheric sciences 70 (3), 824-842, 2013
Energy-aware adaptive routing for large-scale ad hoc networks: Protocol and performance analysis
Q Zhao, L Tong, D Counsil
IEEE Transactions on Mobile Computing 6 (9), 1048-1059, 2007
Likelihood-based estimation of multidimensional Langevin models and its application to biomolecular dynamics
I Horenko, C Schütte
Multiscale Modeling & Simulation 7 (2), 731-773, 2008
A theoretical model for molecules interacting with intense laser pulses: The Floquet-based quantum-classical Liouville equation
I Horenko, B Schmidt, C Schütte
The Journal of Chemical Physics 115 (13), 5733-5743, 2001
Nonstationarity in multifactor models of discrete jump processes, memory, and application to cloud modeling
I Horenko
Journal of the atmospheric sciences 68 (7), 1493-1506, 2011
Automated generation of reduced stochastic weather models i: simultaneous dimension and model reduction for time series analysis
I Horenko, R Klein, S Dolaptchiev, C Schütte
Multiscale Modeling & Simulation 6 (4), 1125-1145, 2008
On simultaneous data-based dimension reduction and hidden phase identification
I Horenko
Journal of the atmospheric sciences 65 (6), 1941-1954, 2008
Identification of biomolecular conformations from incomplete torsion angle observations by hidden Markov models
A Fischer, S Waldhausen, I Horenko, E Meerbach, C Schütte
Journal of computational chemistry 28 (15), 2453-2464, 2007
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