Research output per year
Research output per year
Personal profile
Research interests
- Data-driven model reduction and transfer operator approximation
- Reproducing kernel Hilbert spaces and statistical learning theory
- System identification and control
- Molecular dynamics, fluid dynamics, and quantum mechanics
- Spectral graph theory
- Low-rank tensor decompositions
- Real-time simulation and high-performance computing
- Combinatorial optimization
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Fellow, Free University of Berlin
1 Jul 2022 → 30 Jun 2026
Fingerprint
Dive into the research topics where Stefan Klus is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Koopman-based surrogate models for multi-objective optimization of agent-based systems
Niemann, J-H., Klus, S., Djurdjevac Conrad, N. & Schütte, C., Apr 2024, In: Physica D: Nonlinear Phenomena. 460, 134052.Research output: Contribution to journal › Article › peer-review
Open AccessFile50 Downloads (Pure) -
Transfer operators on graphs: Spectral clustering and beyond
Klus, S. & Trower, M., Mar 2024, In: Journal of Physics: Complexity. 5, 1, 015014.Research output: Contribution to journal › Article › peer-review
Open AccessFile33 Downloads (Pure) -
Variability of SST through Koopman Modes
Navarra, A., Tribbia, J., Klus, S. & Lorenzo-Sánchez, P., 15 Aug 2024, In: Journal of Climate. 37, 16, p. 4095-4114 20 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Efficient approximation of molecular kinetics using random Fourier features
Nüske, F. & Klus, S., 21 Aug 2023, In: The Journal of Chemical Physics. 159, 7, 074105.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)51 Downloads (Pure) -
Koopman-Based Spectral Clustering of Directed and Time-Evolving Graphs
Klus, S. & Djurdjevac Conrad, N., Feb 2023, In: Journal of Nonlinear Science. 33, 1, 8.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)49 Downloads (Pure)