16 Publications

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[16]
2021 | Preprint | LibreCat-ID: 23428
@article{Nüske_Peitz_Philipp_Schaller_Worthmann_2021, title={Finite-data error bounds for Koopman-based prediction and control}, journal={arXiv:2108.07102}, author={Nüske, Feliks and Peitz, Sebastian and Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl}, year={2021} }
LibreCat | Download (ext.)
 
[15]
2021 | Journal Article | LibreCat-ID: 24170
@article{Klus_Gelß_Nüske_Noé_2021, title={Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry}, DOI={10.1088/2632-2153/ac14ad}, number={045016}, journal={Machine Learning: Science and Technology}, author={Klus, Stefan and Gelß, Patrick and Nüske, Feliks and Noé, Frank}, year={2021} }
LibreCat | DOI
 
[14]
2021 | Journal Article | LibreCat-ID: 24169
@article{Nüske_Gelß_Klus_Clementi_2021, title={Tensor-based computation of metastable and coherent sets}, DOI={10.1016/j.physd.2021.133018}, number={133018}, journal={Physica D: Nonlinear Phenomena}, author={Nüske, Feliks and Gelß, Patrick and Klus, Stefan and Clementi, Cecilia}, year={2021} }
LibreCat | DOI
 
[13]
2021 | Journal Article | LibreCat-ID: 21820
@article{Nüske_Koltai_Boninsegna_Clementi_2021, title={Spectral Properties of Effective Dynamics from Conditional Expectations}, DOI={10.3390/e23020134}, number={134}, journal={Entropy}, author={Nüske, Feliks and Koltai, Péter and Boninsegna, Lorenzo and Clementi, Cecilia}, year={2021} }
LibreCat | DOI | Download (ext.)
 
[12]
2020 | Journal Article | LibreCat-ID: 16288
@article{Klus_Nüske_Peitz_Niemann_Clementi_Schütte_2020, title={Data-driven approximation of the Koopman generator: Model reduction, system identification, and control}, volume={406}, DOI={10.1016/j.physd.2020.132416}, number={132416}, journal={Physica D: Nonlinear Phenomena}, author={Klus, Stefan and Nüske, Feliks and Peitz, Sebastian and Niemann, Jan-Hendrik and Clementi, Cecilia and Schütte, Christof}, year={2020} }
LibreCat | DOI
 
[11]
2020 | Journal Article | LibreCat-ID: 21819
@article{Klus_Nüske_Hamzi_2020, title={Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator}, DOI={10.3390/e22070722}, number={722}, journal={Entropy}, author={Klus, Stefan and Nüske, Feliks and Hamzi, Boumediene}, year={2020} }
LibreCat | DOI | Download (ext.)
 
[10]
2019 | Journal Article | LibreCat-ID: 21944
@article{Nüske_Boninsegna_Clementi_2019, title={Coarse-graining molecular systems by spectral matching}, DOI={10.1063/1.5100131}, number={044116}, journal={The Journal of Chemical Physics}, author={Nüske, Feliks and Boninsegna, Lorenzo and Clementi, Cecilia}, year={2019} }
LibreCat | DOI
 
[9]
2018 | Journal Article | LibreCat-ID: 21941
@article{Klus_Nüske_Koltai_Wu_Kevrekidis_Schütte_Noé_2018, title={Data-Driven Model Reduction and Transfer Operator Approximation}, DOI={10.1007/s00332-017-9437-7}, journal={Journal of Nonlinear Science}, author={Klus, Stefan and Nüske, Feliks and Koltai, Péter and Wu, Hao and Kevrekidis, Ioannis and Schütte, Christof and Noé, Frank}, year={2018}, pages={985–1010} }
LibreCat | DOI
 
[8]
2018 | Journal Article | LibreCat-ID: 21942
@article{Boninsegna_Nüske_Clementi_2018, title={Sparse learning of stochastic dynamical equations}, DOI={10.1063/1.5018409}, number={241723}, journal={The Journal of Chemical Physics}, author={Boninsegna, Lorenzo and Nüske, Feliks and Clementi, Cecilia}, year={2018} }
LibreCat | DOI
 
[7]
2018 | Journal Article | LibreCat-ID: 21943
@article{Hruska_Abella_Nüske_Kavraki_Clementi_2018, title={Quantitative comparison of adaptive sampling methods for protein dynamics}, DOI={10.1063/1.5053582}, number={244119}, journal={The Journal of Chemical Physics}, author={Hruska, Eugen and Abella, Jayvee R. and Nüske, Feliks and Kavraki, Lydia E. and Clementi, Cecilia}, year={2018} }
LibreCat | DOI
 
[6]
2018 | Journal Article | LibreCat-ID: 21940
@article{Litzinger_Boninsegna_Wu_Nüske_Patel_Baraniuk_Noé_Clementi_2018, title={Rapid Calculation of Molecular Kinetics Using Compressed Sensing}, DOI={10.1021/acs.jctc.8b00089}, journal={Journal of Chemical Theory and Computation}, author={Litzinger, Florian and Boninsegna, Lorenzo and Wu, Hao and Nüske, Feliks and Patel, Raajen and Baraniuk, Richard and Noé, Frank and Clementi, Cecilia}, year={2018}, pages={2771–2783} }
LibreCat | DOI
 
[5]
2017 | Journal Article | LibreCat-ID: 21939
@article{Wu_Nüske_Paul_Klus_Koltai_Noé_2017, title={Variational Koopman models: Slow collective variables and molecular kinetics from short off-equilibrium simulations}, DOI={10.1063/1.4979344}, number={154104}, journal={The Journal of Chemical Physics}, author={Wu, Hao and Nüske, Feliks and Paul, Fabian and Klus, Stefan and Koltai, Péter and Noé, Frank}, year={2017} }
LibreCat | DOI
 
[4]
2017 | Journal Article | LibreCat-ID: 21938
@article{Nüske_Wu_Prinz_Wehmeyer_Clementi_Noé_2017, title={Markov state models from short non-equilibrium simulations—Analysis and correction of estimation bias}, DOI={10.1063/1.4976518}, number={094104}, journal={The Journal of Chemical Physics}, author={Nüske, Feliks and Wu, Hao and Prinz, Jan-Hendrik and Wehmeyer, Christoph and Clementi, Cecilia and Noé, Frank}, year={2017} }
LibreCat | DOI
 
[3]
2016 | Journal Article | LibreCat-ID: 21937
@article{Nüske_Schneider_Vitalini_Noé_2016, title={Variational tensor approach for approximating the rare-event kinetics of macromolecular systems}, DOI={10.1063/1.4940774}, number={054105}, journal={The Journal of Chemical Physics}, author={Nüske, Feliks and Schneider, Reinhold and Vitalini, Francesca and Noé, Frank}, year={2016} }
LibreCat | DOI
 
[2]
2014 | Journal Article | LibreCat-ID: 21936
@article{Nüske_Keller_Pérez-Hernández_Mey_Noé_2014, title={Variational Approach to Molecular Kinetics}, DOI={10.1021/ct4009156}, journal={Journal of Chemical Theory and Computation}, author={Nüske, Feliks and Keller, Bettina G. and Pérez-Hernández, Guillermo and Mey, Antonia S. J. S. and Noé, Frank}, year={2014}, pages={1739–1752} }
LibreCat | DOI
 
[1]
2013 | Journal Article | LibreCat-ID: 21935
@article{Noé_Nüske_2013, title={A Variational Approach to Modeling Slow Processes in Stochastic Dynamical Systems}, DOI={10.1137/110858616}, journal={Multiscale Modeling & Simulation}, author={Noé, Frank and Nüske, Feliks}, year={2013}, pages={635–655} }
LibreCat | DOI
 

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16 Publications

Mark all

[16]
2021 | Preprint | LibreCat-ID: 23428
@article{Nüske_Peitz_Philipp_Schaller_Worthmann_2021, title={Finite-data error bounds for Koopman-based prediction and control}, journal={arXiv:2108.07102}, author={Nüske, Feliks and Peitz, Sebastian and Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl}, year={2021} }
LibreCat | Download (ext.)
 
[15]
2021 | Journal Article | LibreCat-ID: 24170
@article{Klus_Gelß_Nüske_Noé_2021, title={Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry}, DOI={10.1088/2632-2153/ac14ad}, number={045016}, journal={Machine Learning: Science and Technology}, author={Klus, Stefan and Gelß, Patrick and Nüske, Feliks and Noé, Frank}, year={2021} }
LibreCat | DOI
 
[14]
2021 | Journal Article | LibreCat-ID: 24169
@article{Nüske_Gelß_Klus_Clementi_2021, title={Tensor-based computation of metastable and coherent sets}, DOI={10.1016/j.physd.2021.133018}, number={133018}, journal={Physica D: Nonlinear Phenomena}, author={Nüske, Feliks and Gelß, Patrick and Klus, Stefan and Clementi, Cecilia}, year={2021} }
LibreCat | DOI
 
[13]
2021 | Journal Article | LibreCat-ID: 21820
@article{Nüske_Koltai_Boninsegna_Clementi_2021, title={Spectral Properties of Effective Dynamics from Conditional Expectations}, DOI={10.3390/e23020134}, number={134}, journal={Entropy}, author={Nüske, Feliks and Koltai, Péter and Boninsegna, Lorenzo and Clementi, Cecilia}, year={2021} }
LibreCat | DOI | Download (ext.)
 
[12]
2020 | Journal Article | LibreCat-ID: 16288
@article{Klus_Nüske_Peitz_Niemann_Clementi_Schütte_2020, title={Data-driven approximation of the Koopman generator: Model reduction, system identification, and control}, volume={406}, DOI={10.1016/j.physd.2020.132416}, number={132416}, journal={Physica D: Nonlinear Phenomena}, author={Klus, Stefan and Nüske, Feliks and Peitz, Sebastian and Niemann, Jan-Hendrik and Clementi, Cecilia and Schütte, Christof}, year={2020} }
LibreCat | DOI
 
[11]
2020 | Journal Article | LibreCat-ID: 21819
@article{Klus_Nüske_Hamzi_2020, title={Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator}, DOI={10.3390/e22070722}, number={722}, journal={Entropy}, author={Klus, Stefan and Nüske, Feliks and Hamzi, Boumediene}, year={2020} }
LibreCat | DOI | Download (ext.)
 
[10]
2019 | Journal Article | LibreCat-ID: 21944
@article{Nüske_Boninsegna_Clementi_2019, title={Coarse-graining molecular systems by spectral matching}, DOI={10.1063/1.5100131}, number={044116}, journal={The Journal of Chemical Physics}, author={Nüske, Feliks and Boninsegna, Lorenzo and Clementi, Cecilia}, year={2019} }
LibreCat | DOI
 
[9]
2018 | Journal Article | LibreCat-ID: 21941
@article{Klus_Nüske_Koltai_Wu_Kevrekidis_Schütte_Noé_2018, title={Data-Driven Model Reduction and Transfer Operator Approximation}, DOI={10.1007/s00332-017-9437-7}, journal={Journal of Nonlinear Science}, author={Klus, Stefan and Nüske, Feliks and Koltai, Péter and Wu, Hao and Kevrekidis, Ioannis and Schütte, Christof and Noé, Frank}, year={2018}, pages={985–1010} }
LibreCat | DOI
 
[8]
2018 | Journal Article | LibreCat-ID: 21942
@article{Boninsegna_Nüske_Clementi_2018, title={Sparse learning of stochastic dynamical equations}, DOI={10.1063/1.5018409}, number={241723}, journal={The Journal of Chemical Physics}, author={Boninsegna, Lorenzo and Nüske, Feliks and Clementi, Cecilia}, year={2018} }
LibreCat | DOI
 
[7]
2018 | Journal Article | LibreCat-ID: 21943
@article{Hruska_Abella_Nüske_Kavraki_Clementi_2018, title={Quantitative comparison of adaptive sampling methods for protein dynamics}, DOI={10.1063/1.5053582}, number={244119}, journal={The Journal of Chemical Physics}, author={Hruska, Eugen and Abella, Jayvee R. and Nüske, Feliks and Kavraki, Lydia E. and Clementi, Cecilia}, year={2018} }
LibreCat | DOI
 
[6]
2018 | Journal Article | LibreCat-ID: 21940
@article{Litzinger_Boninsegna_Wu_Nüske_Patel_Baraniuk_Noé_Clementi_2018, title={Rapid Calculation of Molecular Kinetics Using Compressed Sensing}, DOI={10.1021/acs.jctc.8b00089}, journal={Journal of Chemical Theory and Computation}, author={Litzinger, Florian and Boninsegna, Lorenzo and Wu, Hao and Nüske, Feliks and Patel, Raajen and Baraniuk, Richard and Noé, Frank and Clementi, Cecilia}, year={2018}, pages={2771–2783} }
LibreCat | DOI
 
[5]
2017 | Journal Article | LibreCat-ID: 21939
@article{Wu_Nüske_Paul_Klus_Koltai_Noé_2017, title={Variational Koopman models: Slow collective variables and molecular kinetics from short off-equilibrium simulations}, DOI={10.1063/1.4979344}, number={154104}, journal={The Journal of Chemical Physics}, author={Wu, Hao and Nüske, Feliks and Paul, Fabian and Klus, Stefan and Koltai, Péter and Noé, Frank}, year={2017} }
LibreCat | DOI
 
[4]
2017 | Journal Article | LibreCat-ID: 21938
@article{Nüske_Wu_Prinz_Wehmeyer_Clementi_Noé_2017, title={Markov state models from short non-equilibrium simulations—Analysis and correction of estimation bias}, DOI={10.1063/1.4976518}, number={094104}, journal={The Journal of Chemical Physics}, author={Nüske, Feliks and Wu, Hao and Prinz, Jan-Hendrik and Wehmeyer, Christoph and Clementi, Cecilia and Noé, Frank}, year={2017} }
LibreCat | DOI
 
[3]
2016 | Journal Article | LibreCat-ID: 21937
@article{Nüske_Schneider_Vitalini_Noé_2016, title={Variational tensor approach for approximating the rare-event kinetics of macromolecular systems}, DOI={10.1063/1.4940774}, number={054105}, journal={The Journal of Chemical Physics}, author={Nüske, Feliks and Schneider, Reinhold and Vitalini, Francesca and Noé, Frank}, year={2016} }
LibreCat | DOI
 
[2]
2014 | Journal Article | LibreCat-ID: 21936
@article{Nüske_Keller_Pérez-Hernández_Mey_Noé_2014, title={Variational Approach to Molecular Kinetics}, DOI={10.1021/ct4009156}, journal={Journal of Chemical Theory and Computation}, author={Nüske, Feliks and Keller, Bettina G. and Pérez-Hernández, Guillermo and Mey, Antonia S. J. S. and Noé, Frank}, year={2014}, pages={1739–1752} }
LibreCat | DOI
 
[1]
2013 | Journal Article | LibreCat-ID: 21935
@article{Noé_Nüske_2013, title={A Variational Approach to Modeling Slow Processes in Stochastic Dynamical Systems}, DOI={10.1137/110858616}, journal={Multiscale Modeling & Simulation}, author={Noé, Frank and Nüske, Feliks}, year={2013}, pages={635–655} }
LibreCat | DOI
 

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