Feliks Nüske
Max Planck Institute for Dynamics of Complex Technical Systems(DE)
Publications by Year
Research Areas
Model Reduction and Neural Networks, Protein Structure and Dynamics, Probabilistic and Robust Engineering Design, Machine Learning in Bioinformatics, Advanced Thermodynamics and Statistical Mechanics
Most-Cited Works
- → Variational Approach to Molecular Kinetics(2014)324 cited
- → Data-driven approximation of the Koopman generator: Model reduction, system identification, and control(2020)251 cited
- → Variational Koopman models: Slow collective variables and molecular kinetics from short off-equilibrium simulations(2017)151 cited
- → Variational tensor approach for approximating the rare-event kinetics of macromolecular systems(2016)72 cited
- → Quantitative comparison of adaptive sampling methods for protein dynamics(2018)71 cited
- → Finite-Data Error Bounds for Koopman-Based Prediction and Control(2022)66 cited
- → Markov state models from short non-equilibrium simulations—Analysis and correction of estimation bias(2017)65 cited
- → Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator(2020)47 cited
- → Rapid Calculation of Molecular Kinetics Using Compressed Sensing(2018)39 cited
- → Error bounds for kernel-based approximations of the Koopman operator(2024)33 cited