Christof Schütte
- Markov models of molecular kinetics: Generation and validation
2011/05/04 by Jan-Hendrik Prinz, Hao Wu, Marco Sarich +6 · 1 voice · 36 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Physics and Astronomy · #Mass Spectrometry Techniques and Applications #Protein Structure and Dynamics #Spectroscopy and Quantum Chemical Studies
- Data-Driven Model Reduction and Transfer Operator Approximation
2018/01/03 by Stefan Klus, Feliks Nüske, Péter Koltai +4 · 8 citations
- Tensor-based dynamic mode decomposition
2018/06/04 by Stefan Klus, Patrick Gelß, Sebastian Peitz +1 · 7 citations
Computer Science · Mathematics · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Tensor decomposition and applications
- CINDy: Conditional gradient-based Identification of Non-linear Dynamics -- Noise-robust recovery
2021/01/07 by Alejandro Carderera, Carderera, Alejandro, Sebastian Pokutta +5 · 3 citations
Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #Applications (stat.AP) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Model Reduction and Neural Networks #Seismic Imaging and Inversion Techniques
- Dimensionality Reduction of Complex Metastable Systems via Kernel\n Embeddings of Transition Manifolds
2019/04/18 by Andreas Bittracher, Bittracher, Andreas, Stefan Klus +7 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Advanced Thermodynamics and Statistical Mechanics #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- On finding optimal collective variables for complex systems by minimizing the deviation between effective and full dynamics
2024/05/03 by Wei Zhang, Christof Schütte, Zhang, Wei +1 · 1 voice · 2 citations
Computer Science · Decision Sciences · Environmental Science · #60J05 #65K10 #Ecosystem dynamics and resilience #FOS: Mathematics #Neural Networks and Applications #Optimization and Control (math.OC) #Simulation Techniques and Applications
- Approximating particle-based clustering dynamics by stochastic PDEs
2024/07/12 by Nathalie Wehlitz, Wehlitz, Nathalie, Mohsen Sadeghi +9 · 1 citation
Computer Science · #35B36 #35Q70 #35R09 #35R60 #65C35 #Advanced Clustering Algorithms Research #FOS: Biological sciences #FOS: Mathematics #Probability (math.PR) #Quantitative Methods (q-bio.QM)
- Neural parameter calibration and uncertainty quantification for epidemic forecasting
2023/12/05 by Thomas A. Gaskin, Gaskin, Thomas, Tim Conrad +5 · 1 citation
Computer Science · Mathematics · Medicine · #49-02 #68-02 #92-02 #COVID-19 diagnosis using AI #COVID-19 epidemiological studies #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #G.1.6 #G.3 #I.2.1 #J.3 #Machine Learning (cs.LG) #Machine Learning in Healthcare #Optimization and Control (math.OC) #Physics and Society (physics.soc-ph)
- Solution of the chemical master equation by radial basis functions approximation with interface tracking
2015/10/08 by Ivan Kryven, Susanna Röblitz, Christof Schütte · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · #Gene Regulatory Network Analysis #Microbial Metabolic Engineering and Bioproduction #Control and Stability of Dynamical Systems
- Closed-Loop Generative Selection: Convergence, Memory, and Noisy Oracles
2026/07/24 by Konstantin Fackeldey, Christof Schütte
Computer Science · Mathematics · #math.NA #cs.NA #cs.NE