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ORCIDPéter Koltai
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- affiliation: Bayreuth University, Germany
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2020 – today
- 2025
[j17]Robert M. Polzin, Ilja Klebanov, Nikolas Nüsken, Péter Koltai:
Coherent Set Identification Via Direct Low Rank Maximum Likelihood Estimation. J. Nonlinear Sci. 35(1): 2 (2025)- 2024
- [i6]Robin Chemnitz, Maximilian Engel, Péter Koltai:
Extracting coherent sets in aperiodically driven flows from generators of Mather semigroups. CoRR abs/2403.19274 (2024) - [i5]Gary Froyland, Manu Kalia, Péter Koltai:
Spectral clustering of time-evolving networks using the inflated dynamic Laplacian for graphs. CoRR abs/2409.11984 (2024) - 2023
- [j16]Andreas Bittracher
, Mattes Mollenhauer, Péter Koltai, Christof Schütte:
Optimal Reaction Coordinates: Variational Characterization and Sparse Computation. Multiscale Model. Simul. 21(2): 449-488 (2023) - [i4]Robert Polzin, Ilja Klebanov, Nikolas Nüsken, Péter Koltai:
Nonnegative matrix factorization for coherent set identification by direct low rank maximum likelihood estimation. CoRR abs/2308.07663 (2023) - 2022
- [j15]Mattes Mollenhauer, Stefan Klus, Christof Schütte, Péter Koltai:
Kernel Autocovariance Operators of Stationary Processes: Estimation and Convergence. J. Mach. Learn. Res. 23: 327:1-327:34 (2022) - 2021
- [j14]Feliks Nüske, Péter Koltai, Lorenzo Boninsegna, Cecilia Clementi:
Spectral Properties of Effective Dynamics from Conditional Expectations. Entropy 23(2): 134 (2021) - [j13]Andreas Bittracher, Stefan Klus, Boumediene Hamzi, Péter Koltai, Christof Schütte:
Dimensionality Reduction of Complex Metastable Systems via Kernel Embeddings of Transition Manifolds. J. Nonlinear Sci. 31(1): 3 (2021) - [j12]Niklas Wulkow, Péter Koltai, Christof Schütte:
Memory-Based Reduced Modelling and Data-Based Estimation of Opinion Spreading. J. Nonlinear Sci. 31(1): 19 (2021) - 2020
- [j11]Luzie Helfmann, Enric Ribera Borrell, Christof Schütte, Péter Koltai:
Extending Transition Path Theory: Periodically Driven and Finite-Time Dynamics. J. Nonlinear Sci. 30(6): 3321-3366 (2020) - [j10]Gary Froyland, Péter Koltai, Martin Stahn:
Computation and Optimal Perturbation of Finite-Time Coherent Sets for Aperiodic Flows Without Trajectory Integration. SIAM J. Appl. Dyn. Syst. 19(3): 1659-1700 (2020) - [i3]Mattes Mollenhauer, Stefan Klus, Christof Schütte, Péter Koltai:
Kernel autocovariance operators of stationary processes: Estimation and convergence. CoRR abs/2004.00891 (2020) - [i2]Péter Koltai, Johannes von Lindheim, Sebastian Neumayer, Gabriele Steidl:
Transfer Operators from Optimal Transport Plans for Coherent Set Detection. CoRR abs/2006.16085 (2020) - [i1]Mattes Mollenhauer, Péter Koltai:
Nonparametric approximation of conditional expectation operators. CoRR abs/2012.12917 (2020)
2010 – 2019
- 2018
- [j9]Péter Koltai, Hao Wu, Frank Noé, Christof Schütte:
Optimal Data-Driven Estimation of Generalized Markov State Models for Non-Equilibrium Dynamics. Comput. 6(1): 22 (2018) - [j8]Andreas Bittracher, Péter Koltai, Stefan Klus, Ralf Banisch, Michael Dellnitz, Christof Schütte:
Transition Manifolds of Complex Metastable Systems - Theory and Data-Driven Computation of Effective Dynamics. J. Nonlinear Sci. 28(2): 471-512 (2018) - [j7]Stefan Klus, Feliks Nüske, Péter Koltai, Hao Wu, Ioannis G. Kevrekidis, Christof Schütte, Frank Noé:
Data-Driven Model Reduction and Transfer Operator Approximation. J. Nonlinear Sci. 28(3): 985-1010 (2018) - [j6]Péter Koltai, Michiel Renger:
From Large Deviations to Semidistances of Transport and Mixing: Coherence Analysis for Finite Lagrangian Data. J. Nonlinear Sci. 28(5): 1915-1957 (2018) - [j5]Péter Koltai, Christof Schütte:
A Multiscale Perturbation Expansion Approach for Markov State Modeling of Nonstationary Molecular Dynamics. Multiscale Model. Simul. 16(4): 1455-1485 (2018) - 2015
- [j4]Andreas Bittracher, Péter Koltai, Oliver Junge:
Pseudogenerators of Spatial Transfer Operators. SIAM J. Appl. Dyn. Syst. 14(3): 1478-1517 (2015) - 2013
- [j3]Gary Froyland, Oliver Junge, Péter Koltai:
Estimating Long-Term Behavior of Flows without Trajectory Integration: The Infinitesimal Generator Approach. SIAM J. Numer. Anal. 51(1): 223-247 (2013)
2000 – 2009
- 2009
- [j2]Gero Friesecke, Oliver Junge, Péter Koltai:
Mean Field Approximation in Conformation Dynamics. Multiscale Model. Simul. 8(1): 254-268 (2009) - [j1]Oliver Junge, Péter Koltai:
Discretization of the Frobenius-Perron Operator Using a Sparse Haar Tensor Basis: The Sparse Ulam Method. SIAM J. Numer. Anal. 47(5): 3464-3485 (2009)
Coauthor Index
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