Zeitschrift: Journal of Nonlinear Science

2025

Polzin, Robert M. ; Klebanov, Ilja ; Nüsken, Nikolas ; Koltai, Peter:
Coherent Set Identification Via Direct Low Rank Maximum Likelihood Estimation.
In: Journal of Nonlinear Science. Bd. 35 (2025) . - 2.
ISSN 1432-1467
DOI: https://doi.org/10.1007/s00332-024-10091-x

2021

Bittracher, Andreas ; Klus, Stefan ; Hamzi, Boumediene ; Koltai, Peter ; Schütte, Christof:
Dimensionality Reduction of Complex Metastable Systems via Kernel Embeddings of Transition Manifolds.
In: Journal of Nonlinear Science. Bd. 31 (2021) . - 3.
ISSN 1432-1467
DOI: https://doi.org/10.1007/s00332-020-09668-z

Wulkow, Niklas ; Koltai, Peter ; Schütte, Christof:
Memory-Based Reduced Modelling and Data-Based Estimation of Opinion Spreading.
In: Journal of Nonlinear Science. Bd. 31 (2021) . - 19.
ISSN 1432-1467
DOI: https://doi.org/10.1007/s00332-020-09673-2

2020

Helfmann, Luzie ; Ribera Borrell, Enric ; Schütte, Christof ; Koltai, Peter:
Extending Transition Path Theory : Periodically Driven and Finite-Time Dynamics.
In: Journal of Nonlinear Science. Bd. 30 (2020) . - S. 3321-3366.
ISSN 1432-1467
DOI: https://doi.org/10.1007/s00332-020-09652-7

2018

Klus, Stefan ; Nüske, Feliks ; Koltai, Peter ; Wu, Hao ; Kevrekidis, Ioannis ; Schütte, Christof ; Noé, Frank:
Data-driven model reduction and transfer operator approximation.
In: Journal of Nonlinear Science. Bd. 28 (2018) Heft 3 . - S. 985-1010.
ISSN 1432-1467
DOI: https://doi.org/10.1007/s00332-017-9437-7

Koltai, Peter ; Renger, D. R. Michiel:
From Large Deviations to Semidistances of Transport and Mixing : Coherence Analysis for Finite Lagrangian Data.
In: Journal of Nonlinear Science. Bd. 28 (2018) . - S. 1915-1957.
ISSN 1432-1467
DOI: https://doi.org/10.1007/s00332-018-9471-0

Bittracher, Andreas ; Koltai, Peter ; Klus, Stefan ; Banisch, Ralf ; Dellnitz, Michael ; Schütte, Christof:
Transition Manifolds of Complex Metastable Systems.
In: Journal of Nonlinear Science. Bd. 28 (2018) . - S. 471-512.
ISSN 1432-1467
DOI: https://doi.org/10.1007/s00332-017-9415-0