Christof Schütte
Orcid: 0000-0001-5232-2683
According to our database1,
Christof Schütte
authored at least 73 papers
between 1993 and 2025.
Collaborative distances:
Collaborative distances:
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Online presence:
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on zbmath.org
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on id.loc.gov
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on d-nb.info
On csauthors.net:
Bibliography
2025
Artif. Intell., 2025
2024
Improving Control Based Importance Sampling Strategies for Metastable Diffusions via Adapted Metadynamics.
SIAM J. Sci. Comput., 2024
2023
Novel multi-objective affinity approach allows to identify pH-specific μ-opioid receptor agonists.
J. Cheminformatics, December, 2023
Multiscale Model. Simul., June, 2023
Overcoming the timescale barrier in molecular dynamics: Transfer operators, variational principles and machine learning.
Acta Numer., May, 2023
A Route to the Hydrodynamic Limit of a Reaction-Diffusion Master Equation Using Gradient Structures.
SIAM J. Appl. Math., April, 2023
Neural parameter calibration and uncertainty quantification for epidemic forecasting.
CoRR, 2023
Understanding recent deep-learning techniques for identifying collective variables of molecular dynamics.
CoRR, 2023
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023
2022
On the Sufficient Condition for Solving the Gap-Filling Problem Using Deep Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022
J. Mach. Learn. Res., 2022
Solving eigenvalue PDEs of metastable diffusion processes using artificial neural networks.
J. Comput. Phys., 2022
Understanding the romanization spreading on historical interregional networks in Northern Tunisia.
Appl. Netw. Sci., 2022
2021
Inferring gene regulatory networks from single-cell RNA-seq temporal snapshot data requires higher-order moments.
Patterns, 2021
Coupling Particle-Based Reaction-Diffusion Simulations with Reservoirs Mediated by Reaction-Diffusion PDEs.
Multiscale Model. Simul., 2021
Knowl. Based Syst., 2021
J. Nonlinear Sci., 2021
Dimensionality Reduction of Complex Metastable Systems via Kernel Embeddings of Transition Manifolds.
J. Nonlinear Sci., 2021
2020
J. Nonlinear Sci., 2020
2019
SIAM J. Appl. Dyn. Syst., 2019
2018
A Multiscale Perturbation Expansion Approach for Markov State Modeling of Nonstationary Molecular Dynamics.
Multiscale Model. Simul., 2018
J. Nonlinear Sci., 2018
Transition Manifolds of Complex Metastable Systems - Theory and Data-Driven Computation of Effective Dynamics.
J. Nonlinear Sci., 2018
Human mobility and innovation spreading in ancient times: a stochastic agent-based simulation approach.
EPJ Data Sci., 2018
Optimal Data-Driven Estimation of Generalized Markov State Models for Non-Equilibrium Dynamics.
Comput., 2018
2017
J. Comput. Phys., 2017
Entropy, 2017
Simulation, identification and statistical variation in cardiovascular analysis (SISCA) - A software framework for multi-compartment lumped modeling.
Comput. Biol. Medicine, 2017
Sparse Proteomics Analysis - a compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data.
BMC Bioinform., 2017
2016
Multiscale Model. Simul., 2016
Solving the master equation without kinetic Monte Carlo: Tensor train approximations for a CO oxidation model.
J. Comput. Phys., 2016
2015
Logical-continuous modelling of post-translationally regulated bistability of curli fiber expression in Escherichia coli.
BMC Syst. Biol., 2015
Solution of the chemical master equation by radial basis functions approximation with interface tracking.
BMC Syst. Biol., 2015
2014
Applications of the Cross-Entropy Method to Importance Sampling and Optimal Control of Diffusions.
SIAM J. Sci. Comput., 2014
2012
HIV-1 Polymerase Inhibition by Nucleoside Analogs: Cellular- and Kinetic Parameters of Efficacy, Susceptibility and Resistance Selection.
PLoS Comput. Biol., 2012
Math. Program., 2012
Multiscale Model. Simul., 2012
Multiscale Model. Simul., 2012
Multiscale Model. Simul., 2012
2010
Proceedings of the International Conference on Computational Science, 2010
Multiscale Model. Simul., 2010
2009
Multiscale Model. Simul., 2009
2008
Macroscopic Dynamics of Complex Metastable Systems: Theory, Algorithms, and Application to B-DNA.
SIAM J. Appl. Dyn. Syst., 2008
Likelihood-Based Estimation of Multidimensional Langevin Models and Its Application to Biomolecular Dynamics.
Multiscale Model. Simul., 2008
Automated Generation of Reduced Stochastic Weather Models I: Simultaneous Dimension and Model Reduction for Time Series Analysis.
Multiscale Model. Simul., 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
2007
J. Comput. Chem., 2007
Identification of biomolecular conformations from incomplete torsion angle observations by hidden markov models.
J. Comput. Chem., 2007
2006
Multiscale Model. Simul., 2006
Set-Oriented Dimension Reduction: Localizing Principal Component Analysis Via Hidden Markov Models.
Proceedings of the Computational Life Sciences II, 2006
Beating the Noise: New Statistical Methods for Detecting Signals in MALDI-TOF Spectra Below Noise Level.
Proceedings of the Computational Life Sciences II, 2006
2005
J. Comput. Chem., 2005
2004
An Averaging Principle for Fast Degrees of Freedom Exhibiting Long-Term Correlations.
Multiscale Model. Simul., 2004
1999
SIAM J. Appl. Math., 1999
Numerische Mathematik, 1999
From simulation data to conformational ensembles: Structure and dynamics-based methods.
J. Comput. Chem., 1999
Approximation Properties and Limits of the Quantum-Classical Molecular Dynamics Model.
Proceedings of the Computational Molecular Dynamics: Challenges, Methods, Ideas, 1999
Proceedings of the Computational Molecular Dynamics: Challenges, Methods, Ideas, 1999
Proceedings of the Computational Molecular Dynamics: Challenges, Methods, Ideas, 1999
1998
Hybrid Monte Carlo with adaptive temperature in mixed-canonical ensemble: Efficient conformational analysis of RNA.
J. Comput. Chem., 1998
1993
A Quasiresonant Smoothing Algorithm for the Fast Analysis of Selective Vibrational Excitation.
IMPACT Comput. Sci. Eng., 1993