Feliks Nuske

Statistical and Nonlinear Physics · 2012–2023

A researcher in the Science corpus: 6 papers; trusts 24 researchers and is trusted by 18 researchers here, as inferred from the citation graph.

Subfields

• Statistical and Nonlinear Physics — 47 citations into it; #1,426 of 10,127 by trust here, #1,867 by citations
• Molecular Biology — 43 citations into it; #1,746 of 17,773 by trust here, #7,298 by citations
• Statistics and Probability — 26 citations into it
• Computational Mechanics — 21 citations into it
• Artificial Intelligence — 20 citations into it; #26,008 of 35,345 by trust here, #25,809 by citations
• Atomic and Molecular Physics, and Optics — 15 citations into it; #3,070 of 7,135 by trust here, #4,526 by citations
• Materials Chemistry — 15 citations into it
• Control and Systems Engineering — 13 citations into it

Whom Feliks Nuske trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Steven L. Brunton
2. Frank No'e
3. Igor Mezi'c
4. Christof Schutte
5. Stefan Klus
6. J. Nathan Kutz
7. Clarence W. Rowley
8. Matthew O. Williams
9. Joshua L. Proctor
10. Peter J. Schmid

Who trusts Feliks Nuske overall

1. Frank No'e
2. Stefan Klus
3. Hao Wu
4. Friedrich M. Philipp
5. Cecilia Clementi
6. Péter Koltai
7. Steven L. Brunton
8. J. Nathan Kutz
9. Christof Schutte
10. Andreas Mardt

Papers from Feliks Nuske's perspective

Ordered by how strongly the researchers Feliks Nuske trusts endorse each paper. Same corpus, a different order for every researcher.

1. A Data–Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition (Journal of nonlinear science)
2. On dynamic mode decomposition: Theory and applications
3. Dynamic mode decomposition of numerical and experimental data
4. Diffusion maps
5. Variants of Dynamic Mode Decomposition: Boundary Condition, Koopman, and Fourier Analyses (Journal of nonlinear science)
6. Spectral Properties of Dynamical Systems, Model Reduction and Decompositions
7. Sparsity-promoting dynamic mode decomposition
8. On the numerical approximation of the Perron-Frobenius and Koopman operator
9. Dynamic Mode Decomposition with Control (SIAM Journal on Applied Dynamical Systems)
10. Discovering governing equations from data by sparse identification of nonlinear dynamical systems

Their papers

• Sparse learning of stochastic dynamical equations. (2017) — 279 citations
• A Variational Approach to Modeling Slow Processes in Stochastic Dynamical Systems (2012) — 323 citations
• Variational Approach to Molecular Kinetics. (2014) — 300 citations
• Data-driven approximation of the Koopman generator: Model reduction, system identification, and control (2019) — 310 citations
• Error bounds for kernel-based approximations of the Koopman operator (2023) — 53 citations
• Data-Driven Model Reduction and Transfer Operator Approximation (2017) — 323 citations