CS
Christof Schütte
math.DSmath.OCmath.PRstat.MLphysics.chem-phModels, ChemicalModels, BiologicalModels, Theoreticalcs.LGModels, Molecular
On Valency
published · living versionsW_gd5j9c7j·v1 · currentpublished
Measuring Model-Specific Alignment Drift in LLM-Based Opinion Dynamics
with Nataša Djurdjevac Conrad, Sebastian Pokutta
1 version
Preprints & journals
114 papers in the corpus · 2004–2026LiveCoMS Roundtable: Discussing Markov state models after two decades of development v1.02610.24144v1 · Daniel M. Zuckerman, Gregory R. Bowman, Amedeo Caflisch et al.2026 · 0 citationsarXiv
Closed-Loop Generative Selection: Convergence, Memory, and Noisy Oracles2607.22211v1 · Konstantin Fackeldey, Christof Schutte2026 · 0 citationsarXiv
Effective Dynamics and Transition Pathways from Koopman-Inspired Neural Learning of Collective Variables2604.05778v1 · Alexander Sikorski, Luca Donati, Marcus Weber et al.2026 · 0 citationsarXiv
Evolutionary exploration of drug-like chemical space utilizing generative AI and virtual screening10.64898/2026.03.26.714527v1 · Secker, C., Secker, P., Yergoez, F. et al.2026 · 0 citationsbioRxiv
On-the-Fly Lifting of Coarse Reaction-Coordinate Paths to Full-Dimensional Transition Path Ensembles2603.23266v1 · Christof Schutte, Alexander Sikorski, Jakob Kresse et al.2026 · 0 citationsarXiv
Existence of Multilateral Nash equilibria for families of games2602.09231v1 · Matija Blagojevic, Christof Schutte2026 · 0 citationsarXiv
Data-driven Reduction of Transfer Operators for Particle Clustering Dynamics2601.02932v2 · Nathalie Wehlitz, Grigorios A. Pavliotis, Christof Schutte et al.2026 · 0 citationsarXiv
Importance sampling of unbounded random stopping times: computing committor functions and exit rates without reweighting2601.01489v2 · Carsten Hartmann, Annika Joster, Christof Schutte et al.2026 · 0 citationsarXiv
Mean-field optimal control with stochastic leaders2512.19201v2 · Sebastian Zimper, Ana Djurdjevac, Carsten Hartmann et al.2025 · 0 citationsarXiv
Generative modeling of conditional probability distributions on the level-sets of collective variables2512.17374v3 · Fatima-Zahrae Akhyar, Wei Zhang, Gabriel Stoltz et al.2025 · 0 citationsarXiv
Assessing local deformation and computing scalar curvature with nonlinear conformal regularization of decoders2508.20413v1 · Benjamin Cou'eraud, Vikram Sunkara, Christof Schutte2025 · 0 citationsarXiv
Topology of the Generalized Nash Equilibrium Problem2507.03753v2 · Matija Blagojevi'c, Christof Schutte2025 · 0 citationsarXiv
Investigating Endogenous Opioids Unravels the Mechanisms Behind Opioid-Induced Constipation, a Mathematical Modeling Approach.40649985 · Coomber, Celvic, Chewle, Surahit, Secker, Christopher et al.2025 · 2 citationsInternational journal of molecular sciences. 2025;26(13)
Reinforcement Learning with Random Time Horizons2506.00962v2 · Enric Ribera Borrell, Lorenz Richter, Christof Schutte2025 · 0 citationsarXiv
Exploring transcription modalities from bimodal, single-cell RNA sequencing data.39703422 · Regényi, Enikő, Mashreghi, Mir-Farzin, Schütte, Christof et al.2025 · 1 citationNAR genomics and bioinformatics. 2024;6(4):lqae179
Neural parameter calibration and uncertainty quantification for epidemic forecasting.39418246 · Gaskin, Thomas, Conrad, Tim, Pavliotis, Grigorios A et al.2024 · 6 citationsPloS one. 2024;19(10):e0306704
A mathematical perspective on Romanisation: Modelling the Roman road activation process in ancient Tunisia.39321114 · Conrad, Nataša Djurdjevac, Chemnitz, Robin, Kostré, Margarita et al.2024 · 1 citationPloS one. 2024;19(9):e0309752
Approximating particle-based clustering dynamics by stochastic PDEs2407.18952v2 · Nathalie Wehlitz, Mohsen Sadeghi, Alberto Montefusco et al.2024 · 3 citationsarXiv
On finding optimal collective variables for complex systems by minimizing the deviation between effective and full dynamics2405.02001v2 · Wei Zhang, Christof Schutte2024 · 2 citationsarXiv
Characterising information gains and losses when collecting multiple epidemic model outputs.38643546 · Sherratt, Katharine, Srivastava, Ajitesh, Ainslie, Kylie et al.2024 · 11 citationsEpidemics. 2024;47:100765
The Kramers turnover in terms of a macro-state projection on phase space2402.00211v3 · Luca Donati, Christof Schutte, Marcus Weber2024 · 4 citationsarXiv
Partial mean-field model for neurotransmission dynamics.38220067 · Montefusco, Alberto, Helfmann, Luzie, Okunola, Toluwani et al.2024 · 2 citationsMathematical biosciences. 2024;369:109143
Novel multi-objective affinity approach allows to identify pH-specific μ-opioid receptor agonists.37726792 · Secker, Christopher, Fackeldey, Konstantin, Weber, Marcus et al.2023 · 5 citationsJournal of cheminformatics. 2023;15(1):85
Understanding recent deep-learning techniques for identifying collective variables of molecular dynamics2307.00365v2 · Wei Zhang, Christof Schutte2023 · 8 citationsarXiv
Koopman-Based Surrogate Models for Multi-Objective Optimization of Agent-Based Systems2306.17666v2 · Jan-Hendrik Niemann, Stefan Klus, Natasa Djurdjevac Conrad et al.2023 · 3 citationsarXiv
Rate-limiting recovery processes in neurotransmission under sustained stimulation.37245846 · Ernst, Ariane, Unger, Nathalie, Schütte, Christof et al.2023 · 6 citationsMathematical biosciences. 2023;362:109023
Impact Study of Numerical Discretization Accuracy on Parameter Reconstructions and Model Parameter Distributions2305.02663v2 · Matthias Plock, Martin Hammerschmidt, Sven Burger et al.2023 · 0 citationsMetrologia 60, 054001 (2023)
Modelling opinion dynamics under the impact of influencer and media strategies2301.13661v1 · Luzie Helfmann, Natasa Djurdjevac Conrad, Philipp Lorenz-Spreen et al.2023 · 38 citationsarXiv
Modelling altered signalling of G-protein coupled receptors in inflamed environment to advance drug design.36635362 · Thies, Arne, Sunkara, Vikram, Ray, Sourav et al.2023 · 6 citationsScientific reports. 2023;13(1):607
Chimeric U-Net - Modifying the standard U-Net towards Explainability10.1101/2022.12.01.518699v2 · Schulze, K., Peppert, F., Schuette, C. et al.2022 · 6 citationsbioRxiv
On the Sufficient Condition for Solving the Gap-Filling Problem Using Deep Convolutional Neural Networks.33900926 · Peppert, Felix, Von Kleist, Max, Schutte, Christof et al.2022 · 6 citationsIEEE transactions on neural networks and learning systems. 2022;33(11):6194-6205
Improving control based importance sampling strategies for metastable diffusions via adapted metadynamics2206.06628v3 · Enric Ribera Borrell, Jannes Quer, Lorenz Richter et al.2022 · 4 citationsarXiv
A route to the hydrodynamic limit of a reaction-diffusion master equation using gradient structures2201.02613v1 · Alberto Montefusco, Christof Schutte, Stefanie Winkelmann2022 · 5 citationsarXiv
Data-driven modelling of nonlinear dynamics by barycentric coordinates and memory2112.06742v2 · Niklas Wulkow, P'eter Koltai, Vikram Sunkara et al.2021 · 0 citationsarXiv
Variance of filtered signals: Characterization for linear reaction networks and application to neurotransmission dynamics.34883103 · Ernst, Ariane, Schütte, Christof, Sigrist, Stephan J et al.2022 · 8 citationsMathematical biosciences. 2022;343:108760
Stochastic pH Oscillations in a Model of the Urea-Urease Reaction Confined to Lipid Vesicles.34609862 · Straube, Arthur V, Winkelmann, Stefanie, Schütte, Christof et al.2021 · 13 citationsThe journal of physical chemistry letters. 2021;12(40):9888-9893
A probabilistic framework for particle-based reaction-diffusion dynamics using classical Fock space representations2109.13616v2 · Mauricio J. del Razo, Daniela Fromberg, Arthur V. Straube et al.2021 · 22 citationsLett. Math. Phys. 112, 49 (2022)
Inferring gene regulatory networks from single-cell RNA-seq temporal snapshot data requires higher-order moments.34553172 · Raharinirina, N Alexia, Peppert, Felix, von Kleist, Max et al.2021 · 10 citationsPatterns (New York, N.Y.). 2021;2(9):100332
Data-driven model reduction of agent-based systems using the Koopman generator.33984008 · Niemann, Jan-Hendrik, Klus, Stefan, Schütte, Christof2021 · 12 citationsPloS one. 2021;16(5):e0250970
Prediction of Covid-19 spreading and optimal coordination of counter-measures: From microscopic to macroscopic models to Pareto fronts.33887760 · Wulkow, Hanna, Conrad, Tim O F, Djurdjevac Conrad, Nataša et al.2021 · 26 citationsPloS one. 2021;16(4):e0249676
Mathematical modeling of spatio-temporal population dynamics and application to epidemic spreading.33887314 · Winkelmann, Stefanie, Zonker, Johannes, Schütte, Christof et al.2021 · 26 citationsMathematical biosciences. 2021;336:108619
Statistical Analysis of Tipping Pathways in Agent-Based Models2103.02883v1 · Luzie Helfmann, Jobst Heitzig, P'eter Koltai et al.2021 · 12 citationsarXiv
Agent-based modeling: Population limits and large timescales.33810764 · Niemann, J-H, Winkelmann, S, Wolf, S et al.2021 · 14 citationsChaos (Woodbury, N.Y.). 2021;31(3):033140
Feature space approximation for kernel-based supervised learning2011.12651v2 · Patrick Gelß, Stefan Klus, Ingmar Schuster et al.2020 · 6 citationsarXiv
The furnace and the goat-A spatio-temporal model of the fuelwood requirement for iron metallurgy on Elba Island, 4th century BCE to 2nd century ce.33180813 · Becker, Fabian, Djurdjevac Conrad, Nataša, Eser, Raphael A et al.2020 · 5 citationsPloS one. 2020;15(11):e0241133
Memory-based reduced modelling and data-based estimation of opinion spreading2006.08257v3 · Niklas Wulkow, P'eter Koltai, Christof Schutte2020 · 5 citationsarXiv
Single-molecule analysis reveals agonist-specific dimer formation of µ-opioid receptors.32541966 · Möller, Jan, Isbilir, Ali, Sungkaworn, Titiwat et al.2020 · 120 citationsNature chemical biology. 2020;16(9):946-954
Coupling particle-based reaction-diffusion simulations with reservoirs mediated by reaction-diffusion PDEs2006.00003v1 · Margarita Kostr'e, Christof Schutte, Frank No'e et al.2020 · 15 citationsSIAM Multiscale Modeling and Simulation 2021 19(4)
A weak characterization of slow variables in stochastic dynamical systems2005.01631v1 · Andreas Bittracher, Christof Schutte2020 · 4 citationsarXiv
Data-driven approximation of the Koopman generator: Model reduction, system identification, and control1909.10638v2 · Stefan Klus, Feliks Nuske, Sebastian Peitz et al.2019 · 268 citationsarXiv
Career total: 290 works. 114 are in this corpus.Showing the 50 most recent.
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