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Illia Horenko
Illia Horenko
Professor of Mathematics, Technical University of Kaiserslautern
Verified email at usi.ch - Homepage
Title
Cited by
Cited by
Year
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), 2007
4742007
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
1752002
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
872010
Finite element approach to clustering of multidimensional time series
I Horenko
SIAM Journal on Scientific Computing 32 (1), 62-83, 2010
782010
Data-based parameter estimation of generalized multidimensional Langevin processes
I Horenko, C Hartmann, C Schütte, F Noe
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 76 (1 …, 2007
762007
On clustering of non-stationary meteorological time series
I Horenko
Dynamics of Atmospheres and Oceans 49 (2-3), 164-187, 2010
712010
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
692013
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
692012
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
672009
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
662013
Generator estimation of Markov jump processes based on incomplete observations nonequidistant in time
P Metzner, I Horenko, C Schütte
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 76 (6 …, 2007
642007
Automated model reduction for complex systems exhibiting metastability
I Horenko, E Dittmer, A Fischer, C Schütte
Multiscale Modeling & Simulation 5 (3), 802-827, 2006
632006
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
562004
On the dynamics of persistent states and their secular trends in the waveguides of the Southern Hemisphere troposphere
TJ O’Kane, JS Risbey, DP Monselesan, I Horenko, CLE Franzke
Climate dynamics 46, 3567-3597, 2016
542016
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
442008
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
442001
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
402008
Metastability of Northern Hemisphere teleconnection modes
JS Risbey, TJ O’Kane, DP Monselesan, C Franzke, I Horenko
Journal of the Atmospheric Sciences 72 (1), 35-54, 2015
382015
On a scalable entropic breaching of the overfitting barrier for small data problems in machine learning
I Horenko
Neural Computation 32 (8), 1563-1579, 2020
372020
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
372011
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