Klus, Stefan, Feliks Nüske, Péter Koltai, Hao Wu, Ioannis Kevrekidis, Christof Schütte, and Frank Noé. “Data-Driven Model Reduction and Transfer Operator Approximation.”https://doi.org/10.1007/s00332-017-9437-7__Journal of Nonlinear Science, 2018, 985–1010.https://doi.org/10.1007/s00332-017-9437-7 .
LibreCat: /record/21941
DOI: 10.1007/s00332-017-9437-7

Boninsegna, Lorenzo, Feliks Nüske, and Cecilia Clementi. “Sparse Learning of Stochastic Dynamical Equations.”https://doi.org/10.1063/1.5018409__The Journal of Chemical Physics, 2018.https://doi.org/10.1063/1.5018409 .
LibreCat: /record/21942
DOI: 10.1063/1.5018409

Hruska, Eugen, Jayvee R. Abella, Feliks Nüske, Lydia E. Kavraki, and Cecilia Clementi. “Quantitative Comparison of Adaptive Sampling Methods for Protein Dynamics.”https://doi.org/10.1063/1.5053582__The Journal of Chemical Physics, 2018.https://doi.org/10.1063/1.5053582 .
LibreCat: /record/21943
DOI: 10.1063/1.5053582

Gebken, Bennet, Sebastian Peitz, and Michael Dellnitz. “A Descent Method for Equality and Inequality Constrained Multiobjective Optimization Problems.”https://doi.org/10.1007/978-3-319-96104-0_2__In Numerical and Evolutionary Optimization – NEO 2017. Cham, 2018.https://doi.org/10.1007/978-3-319-96104-0_2 .
LibreCat: /record/8750
DOI: 10.1007/978-3-319-96104-0_2

Peitz, Sebastian, and Michael Dellnitz. “A Survey of Recent Trends in Multiobjective Optimal Control—Surrogate Models, Feedback Control and Objective Reduction.”https://doi.org/10.3390/mca23020030__Mathematical and Computational Applications 23, no. 2 (2018).https://doi.org/10.3390/mca23020030 .
LibreCat: /record/8751
DOI: 10.3390/mca23020030

Beermann, Dennis, Michael Dellnitz, Sebastian Peitz, and Stefan Volkwein. “Set-Oriented Multiobjective Optimal Control of PDEs Using Proper Orthogonal Decomposition.”https://doi.org/10.1007/978-3-319-75319-5_3__In Reduced-Order Modeling (ROM) for Simulation and Optimization, 47–72. Cham, 2018.https://doi.org/10.1007/978-3-319-75319-5_3 .
LibreCat: /record/8754
DOI: 10.1007/978-3-319-75319-5_3

Klus, Stefan, Patrick Gelß, Sebastian Peitz, and Christof Schütte. “Tensor-Based Dynamic Mode Decomposition.”https://doi.org/10.1088/1361-6544/aabc8f__Nonlinearity 31, no. 7 (2018): 3359–80.https://doi.org/10.1088/1361-6544/aabc8f .
LibreCat: /record/8755
DOI: 10.1088/1361-6544/aabc8f

Beermann, Dennis, Michael Dellnitz, Sebastian Peitz, and Stefan Volkwein. “POD-Based Multiobjective Optimal Control of PDEs with Non-Smooth Objectives.”https://doi.org/10.1002/pamm.201710015__In PAMM, 51–54, 2018.https://doi.org/10.1002/pamm.201710015 .
LibreCat: /record/8757
DOI: 10.1002/pamm.201710015

Gölz, Christian, Claudia Voelcker-Rehage, Karin Mora, Eva-Maria Reuter, Ben Godde, Michael Dellnitz, Claus Reinsberger, and Solveig Vieluf. “Improved Neural Control of Movements Manifests in Expertise-Related Differences in Force Output and Brain Network Dynamics.”https://doi.org/10.3389/fphys.2018.01540__Frontiers in Physiology, 2018.https://doi.org/10.3389/fphys.2018.01540 .
LibreCat: /record/16713
DOI: 10.3389/fphys.2018.01540

Vieluf, Solveig, Karin Mora, Christian Gölz, Eva-Maria Reuter, Ben Godde, Michael Dellnitz, Claus Reinsberger, and Claudia Voelcker-Rehage. “Age- and Expertise-Related Differences of Sensorimotor Network Dynamics during Force Control.”https://doi.org/10.1016/j.neuroscience.2018.07.025__Neuroscience, 2018, 203–13.https://doi.org/10.1016/j.neuroscience.2018.07.025 .
LibreCat: /record/16714
DOI: 10.1016/j.neuroscience.2018.07.025

Bittracher, Andreas, Péter Koltai, Stefan Klus, Ralf Banisch, Michael Dellnitz, and Christof Schütte. “Transition Manifolds of Complex Metastable Systems.”https://doi.org/10.1007/s00332-017-9415-0__Journal of Nonlinear Science 28 (2018): 471–512.https://doi.org/10.1007/s00332-017-9415-0 .
LibreCat: /record/16715
DOI: 10.1007/s00332-017-9415-0

Peitz, Sebastian. “Controlling Nonlinear PDEs Using Low-Dimensional Bilinear Approximations  Obtained from Data.” ArXiv:1801.06419, 2018.
LibreCat: /record/16292

Klus, Stefan, Sebastian Peitz, and Ingmar Schuster. “Analyzing High-Dimensional Time-Series Data Using Kernel Transfer  Operator Eigenfunctions.” ArXiv:1805.10118, 2018.
LibreCat: /record/16293

Peitz, Sebastian, Sina Ober-Blöbaum, and Michael Dellnitz. “Multiobjective Optimal Control Methods for the Navier-Stokes Equations Using Reduced Order Modeling.”https://doi.org/10.1007/s10440-018-0209-7__Acta Applicandae Mathematicae 161, no. 1 (2018): 171–199.https://doi.org/10.1007/s10440-018-0209-7 .
LibreCat: /record/8753
DOI: 10.1007/s10440-018-0209-7

Nüske, Feliks, Hao Wu, Jan-Hendrik Prinz, Christoph Wehmeyer, Cecilia Clementi, and Frank Noé. “Markov State Models from Short Non-Equilibrium Simulations—Analysis and Correction of Estimation Bias.”https://doi.org/10.1063/1.4976518__The Journal of Chemical Physics, 2017.https://doi.org/10.1063/1.4976518 .
LibreCat: /record/21938
DOI: 10.1063/1.4976518

Wu, Hao, Feliks Nüske, Fabian Paul, Stefan Klus, Péter Koltai, and Frank Noé. “Variational Koopman Models: Slow Collective Variables and Molecular Kinetics from Short off-Equilibrium Simulations.”https://doi.org/10.1063/1.4979344__The Journal of Chemical Physics, 2017.https://doi.org/10.1063/1.4979344 .
LibreCat: /record/21939
DOI: 10.1063/1.4979344

Peitz, Sebastian, and Michael Dellnitz. “Gradient-Based Multiobjective Optimization with Uncertainties.”https://doi.org/10.1007/978-3-319-64063-1_7__In NEO 2016, 159–82. Cham, 2017.https://doi.org/10.1007/978-3-319-64063-1_7 .
LibreCat: /record/8752
DOI: 10.1007/978-3-319-64063-1_7

Dellnitz, Michael, and Stefan Klus. “Sensing and Control in Symmetric Networks.”https://doi.org/10.1080/14689367.2016.1215410__Dynamical Systems, 2017, 61–79.https://doi.org/10.1080/14689367.2016.1215410 .
LibreCat: /record/16540
DOI: 10.1080/14689367.2016.1215410

Dellnitz, Michael, Stefan Klus, and Adrian Ziessler. “A Set-Oriented Numerical Approach for Dynamical Systems with Parameter Uncertainty.”https://doi.org/10.1137/16m1072735__SIAM Journal on Applied Dynamical Systems, 2017, 120–38.https://doi.org/10.1137/16m1072735 .
LibreCat: /record/16581
DOI: 10.1137/16m1072735

Peitz, Sebastian, Kai Schäfer, Sina Ober-Blöbaum, Julian Eckstein, Ulrich Köhler, and Michael Dellnitz. “A Multiobjective MPC Approach for Autonomously Driven Electric Vehicles * *This Research Was Funded by the German Federal Ministry of Education and Research (BMBF) within the Leading-Edge Cluster Intelligent Technical Systems OstWestfalenLippe (It’s OWL).”https://doi.org/10.1016/j.ifacol.2017.08.1526__IFAC-PapersOnLine, 2017, 8674–79.https://doi.org/10.1016/j.ifacol.2017.08.1526 .
LibreCat: /record/16657
DOI: 10.1016/j.ifacol.2017.08.1526