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Feliks Nüske

Junior Professor (CPJ)

Laboratoire d'analyse et d'architecture des systèmes

France

Research Interests

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Professors in France Professors in Fluid Mechanics Fluid Mechanics professors in France

Articles (19)

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2026

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2023

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2023

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2023

Collaborators (11)

Antonia S. J. S. Mey

Senior Lecturer

University of Edinburgh

UNITED KINGDOM

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Micheline Soley

Assistant Professor

University of Wisconsin-Madison

UNITED STATES

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Carsten Hartmann

Brandenburgische Technische Universität Cottbus-Senftenberg

GERMANY

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Friedrich Philipp

Ilmenau University of Technology

GERMANY

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Xuhui Huang

Hirschfelder Chair Professor in Theoretical Chemistry

University of Wisconsin-Madison

UNITED STATES

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Cecilia Clementi

Professor

Freie Universität Berlin

GERMANY

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Stefan Klus

Heriot-Watt University

UNITED KINGDOM

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BOJUN LIU

University of Wisconsin-Madison

UNITED STATES

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Siqin Cao

Scientist

University of Wisconsin-Madison

UNITED STATES

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Karl Worthmann

Head of the Optimization-based Control Group

Ilmenau University of Technology

GERMANY

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Sebastian Peitz

Professor

University of Paderborn

GERMANY

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Feliks Nüske

Research Interests

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Articles (19)

Numerical approximation of the Koopman-von Neumann equation: Operator learning and quantum computing

Accurate and robust analysis of molecular kinetics with random features

Consistent projection of Langevin dynamics: Preserving thermodynamics and kinetics in coarse-grained models

Variance representations and convergence rates for data-driven approximations of Koopman operators

Data-Driven Characterization and Acceleration of Metastable Dynamics Using Koopman Operators

AMUSET-TICA: A Tensor-Based Approach for Identifying Slow Collective Variables in Biomolecular Dynamics

Invariance of Gaussian RKHSs Under Koopman Operators of Stochastic Differential Equations With Constant Matrix Coefficients

Error Analysis of Kernel EDMD for Prediction and Control in the Koopman Framework

Group-convolutional extended dynamic mode decomposition

Funnel control for Langevin dynamics

Kinetically Consistent Coarse Graining Using Kernel-Based Extended Dynamic Mode Decomposition

Thermodynamic Interpolation: A Generative Approach to Molecular Thermodynamics and Kinetics

Equivariance and partial observations in Koopman operator theory for partial differential equations

Koopman-based Control for Stochastic Systems: Application to Enhanced Sampling

Error bounds for kernel-based approximations of the Koopman operator

Efficient approximation of molecular kinetics using random Fourier features

Finite-data error bounds for Koopman-based prediction and control

Slicing and Dicing: Optimal Coarse-Grained Representation to Preserve Molecular Kinetics

Towards reliable data-based optimal and predictive control using extended DMD

Collaborators (11)

Antonia S. J. S. Mey

Micheline Soley

Carsten Hartmann

Friedrich Philipp

Xuhui Huang

Cecilia Clementi

Stefan Klus

BOJUN LIU

Siqin Cao

Karl Worthmann

Sebastian Peitz

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