| 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 | 473 | 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 | 175 | 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 | 87 | 2010 |
| Finite element approach to clustering of multidimensional time series I Horenko SIAM Journal on Scientific Computing 32 (1), 62-83, 2010 | 78 | 2010 |
| 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 | 76 | 2007 |
| On clustering of non-stationary meteorological time series I Horenko Dynamics of Atmospheres and Oceans 49 (2-3), 164-187, 2010 | 71 | 2010 |
| 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 | 69 | 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 | 69 | 2012 |
| 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 | 67 | 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 | 66 | 2013 |
| 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 | 64 | 2007 |
| Automated model reduction for complex systems exhibiting metastability I Horenko, E Dittmer, A Fischer, C Schütte Multiscale Modeling & Simulation 5 (3), 802-827, 2006 | 63 | 2006 |
| 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 | 56 | 2004 |
| 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 | 54 | 2016 |
| 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 | 44 | 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 | 44 | 2001 |
| 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 | 40 | 2008 |
| 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 | 38 | 2015 |
| 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 | 37 | 2020 |
| Supervised learning approaches to classify sudden stratospheric warming events C Blume, K Matthes, I Horenko Journal of the atmospheric sciences 69 (6), 1824-1840, 2012 | 36 | 2012 |
Terence J O'KaneSenior Principal Research Scientist, CSIROVerified email at csiro.au
