Understanding the geometry of transport: Diffusion maps for Lagrangian trajectory data unravel coherent sets R Banisch, P Koltai Chaos: An Interdisciplinary Journal of Nonlinear Science 27 (3), 2017 | 99 | 2017 |
Characterization of rare events in molecular dynamics C Hartmann, R Banisch, M Sarich, T Badowski, C Schütte Entropy 16 (1), 350-376, 2013 | 90 | 2013 |
Commute maps: Separating slowly mixing molecular configurations for kinetic modeling F Noé, R Banisch, C Clementi Journal of chemical theory and computation 12 (11), 5620-5630, 2016 | 66 | 2016 |
Transition manifolds of complex metastable systems: Theory and data-driven computation of effective dynamics A Bittracher, P Koltai, S Klus, R Banisch, M Dellnitz, C Schütte Journal of nonlinear science 28, 471-512, 2018 | 51 | 2018 |
Markov state models for rare events in molecular dynamics M Sarich, R Banisch, C Hartmann, C Schütte Entropy 16 (1), 258-286, 2013 | 41 | 2013 |
A data-driven perspective on the hierarchical assembly of molecular structures L Boninsegna, R Banisch, C Clementi Journal of Chemical Theory and Computation 14 (1), 453-460, 2018 | 29 | 2018 |
Data-driven computation of molecular reaction coordinates A Bittracher, R Banisch, C Schütte The Journal of Chemical Physics 149 (15), 2018 | 25 | 2018 |
Diffusion maps tailored to arbitrary non-degenerate Itô processes R Banisch, Z Trstanova, A Bittracher, S Klus, P Koltai Applied and Computational Harmonic Analysis 48 (1), 242-265, 2020 | 18 | 2020 |
Cycle-flow–based module detection in directed recurrence networks R Banisch, ND Conrad Europhysics Letters 108 (6), 68008, 2015 | 13 | 2015 |
Modularity of directed networks: Cycle Decompostion Approach ND Conrad, R Banisch, C Schütte Journal of Computational Dynamics 2 (1), 2015 | 13 | 2015 |
Network measures of mixing R Banisch, P Koltai, K Padberg-Gehle Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (6), 2019 | 12 | 2019 |
A sparse Markov chain approximation of LQ-type stochastic control problems R Banisch, C Hartmann Math. Control Relat. F. 6 (3), 363-389, 2016 | 12* | 2016 |
Reactive flows and unproductive cycles for random walks on complex networks R Banisch, N Djurdjevac Conrad, C Schütte The European Physical Journal Special Topics 224 (12), 2369-2387, 2015 | 11 | 2015 |
MIST: a simple and efficient molecular dynamics abstraction library for integrator development I Bethune, R Banisch, E Breitmoser, ABK Collis, G Gibb, G Gobbo, ... Computer Physics Communications 236, 224-236, 2019 | 8 | 2019 |
Direct generation of loop-erased transition paths in non-equilibrium reactions R Banisch, E Vanden-Eijnden Faraday discussions 195, 443-468, 2016 | 6 | 2016 |
On Hyperparameter Search in Cluster Ensembles L Helfmann, J von Lindheim, M Mollenhauer, R Banisch arXiv preprint arXiv:1803.11008, 2018 | 5 | 2018 |
The Unruh–DeWitt detector and the vacuum in the general boundary formalism R Banisch, F Hellmann, D Rätzel Classical and Quantum Gravity 30 (23), 235026, 2013 | 4* | 2013 |
Reactive flows and unproductive cycles in irreversible Markov chains R Banisch, N Djurdjevac, C Schütte The European Physical Journal Special Topics 224 (12), 2369-2387, 2015 | 2 | 2015 |
Markov Processes Beyond Equilibrium and Optimal Control R Banisch PhD thesis, Fachbereich Mathematikund Informatik, FU Berlin, 2015 | 2 | 2015 |
A SPARSE MARKOV CHAIN APPROXIMATION OF LQ-TYPE STOCHASTIC CONTROL PROBLEMS (Vol 6, pg 363, 2016) R Banisch, C Hartmann MATHEMATICAL CONTROL AND RELATED FIELDS 7 (4), 625-625, 2017 | | 2017 |