Spectral clustering for non-reversible Markov chains K Fackeldey, A Sikorski, M Weber Computational and Applied Mathematics 37, 6376-6391, 2018 | 15 | 2018 |
Objective priors in the empirical Bayes framework I Klebanov, A Sikorski, C Schütte, S Röblitz Scandinavian Journal of Statistics 48 (4), 1212-1233, 2021 | 5* | 2021 |
Estimation of the Koopman generator by Newton's extrapolation R Sechi, A Sikorski, M Weber Multiscale Modeling & Simulation 19 (2), 758-774, 2021 | 5 | 2021 |
The augmented jump chain A Sikorski, M Weber, C Schütte Advanced Theory and Simulations 4 (4), 2000274, 2021 | 3 | 2021 |
Spectral clustering of Markov chain transition matrices with complex eigenvalues AS Frank, A Sikorski, S Röblitz Journal of Computational and Applied Mathematics 444, 115791, 2024 | 2 | 2024 |
Learning Koopman eigenfunctions of stochastic diffusions with optimal importance sampling and ISOKANN A Sikorski, ER Borrell, M Weber Journal of Mathematical Physics 65 (1), 2024 | 2 | 2024 |
VoronoiGraph. jl A Sikorski | 2 | 2023 |
Empirical Bayes methods for prior estimation in systems medicine I Klebanov, A Sikorski, C Schütte, S Röblitz arXiv preprint arXiv:1612.01403, 2016 | 2 | 2016 |
Consistency and order 1 convergence of cell-centered finite volume discretizations of degenerate elliptic problems in any space dimension M Heida, A Sikorski, M Weber Berlin: Weierstraß-Institut für Angewandte Analysis und Stochastik, 2022 | 1 | 2022 |
PCCA+ and Its Application to Spatial Time Series Clustering A Sikorski Free University of Berlin, 2015 | 1 | 2015 |
Capturing the Macroscopic Behaviour of Molecular Dynamics with Membership Functions A Sikorski, RJ Rabben, S Chewle, M Weber arXiv preprint arXiv:2404.10523, 2024 | | 2024 |
Tensor-SqRA: Modeling the transition rates of interacting molecular systems in terms of potential energies A Sikorski, A Niknejad, M Weber, L Donati The Journal of Chemical Physics 160 (10), 2024 | | 2024 |
cmdtools A Sikorski, R Sechi, L Helfmann | | 2021 |
The Augmented Jump Chain--a sparse representation of time-dependent Markov jump processes A Sikorski, M Weber, C Schütte arXiv preprint arXiv:2008.04624, 2020 | | 2020 |
An Information-Theoretic Empirical Bayes Method and its Application to a Systems Biology Model A Sikorski Free University of Berlin, 2017 | | 2017 |