Stefan Klus

Statistical and Nonlinear Physics · 2015–2019

A researcher in the Science corpus: 3 papers; trusts 21 researchers and is trusted by 11 researchers here, as inferred from the citation graph.

Subfields

• Statistical and Nonlinear Physics — 34 citations into it; #2,540 of 10,127 by trust here, #4,137 by citations
• Molecular Biology — 20 citations into it
• Computational Mechanics — 13 citations into it
• Artificial Intelligence — 11 citations into it
• Statistics and Probability — 11 citations into it
• Control and Systems Engineering — 9 citations into it
• Atomic and Molecular Physics, and Optics — 8 citations into it; #2,490 of 7,135 by trust here, #5,741 by citations
• Materials Chemistry — 6 citations into it

Whom Stefan Klus trusts overall

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

1. Peter J. Schmid
2. Feliks Nuske
3. Frank No'e
4. Igor Mezi'c
5. Steven L. Brunton
6. Matthew O. Williams
7. Clarence W. Rowley
8. Jonathan H. Tu
9. Marko Budisic
10. J. Nathan Kutz

Who trusts Stefan Klus overall

1. Igor Mezi'c
2. Eurika Kaiser
3. Hassan Arbabi
4. Feliks Nuske
5. J. Nathan Kutz
6. Steven L. Brunton
7. Hao Wu
8. Milan Korda
9. Friedrich M. Philipp
10. Andreas Mardt

Papers from Stefan Klus's perspective

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

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

Their papers

• Data-driven approximation of the Koopman generator: Model reduction, system identification, and control (2019) — 310 citations
• Data-Driven Model Reduction and Transfer Operator Approximation (2017) — 323 citations
• On the numerical approximation of the Perron-Frobenius and Koopman operator (2015) — 332 citations