Solving eigenvalue PDEs of metastable diffusion processes using artificial neural networks von Zhang, Wei, Li, Tiejun, Schütte, Christof

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Chimeric U-Net – Modifying the standard U-Net towards explainability von Schulze, Kenrick, Peppert, Felix, Schütte, Christof, Sunkara, Vikram

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Data-driven approximation of the Koopman generator: Model reduction, system identification, and control von Klus, Stefan, Nüske, Feliks, Peitz, Sebastian, Niemann, Jan-Hendrik, Clementi, Cecilia, Schütte, Christof

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The spatiotemporal master equation: Approximation of reaction-diffusion dynamics via Markov state modeling von Winkelmann, Stefanie, Schütte, Christof

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A probabilistic algorithm for aggregating vastly undersampled large Markov chains von Bittracher, Andreas, Schütte, Christof

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Hybrid models for chemical reaction networks: Multiscale theory and application to gene regulatory systems von Winkelmann, Stefanie, Schütte, Christof

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Effective dynamics along given reaction coordinates, and reaction rate theory von Zhang, Wei, Hartmann, Carsten, Schütte, Christof

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Multidimensional Approximation of Nonlinear Dynamical Systems von Gelß, Patrick, Klus, Stefan, Eisert, Jens, Schütte, Christof

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A Route to the Hydrodynamic Limit of a Reaction-Diffusion Master Equation Using Gradient Structures von Montefusco, Alberto, Schütte, Christof, Winkelmann, Stefanie

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Tensor-based dynamic mode decomposition von Klus, Stefan, Gelß, Patrick, Peitz, Sebastian, Schütte, Christof

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Improving Control Based Importance Sampling Strategies for Metastable Diffusions via Adapted Metadynamics von Ribera Borrell, Enric, Quer, Jannes, Richter, Lorenz, Schütte, Christof

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Neural parameter calibration and uncertainty quantification for epidemic forecasting von Gaskin, Thomas, Conrad, Tim, Pavliotis, Grigorios A, Schütte, Christof

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Overcoming the timescale barrier in molecular dynamics: Transfer operators, variational principles and machine learning von Schütte, Christof, Klus, Stefan, Hartmann, Carsten

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Markov models of molecular kinetics: Generation and validation von Prinz, Jan-Hendrik, Wu, Hao, Sarich, Marco, Keller, Bettina, Senne, Martin, Held, Martin, Chodera, John D., Schütte, Christof, Noé, Frank

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Data-Driven Model Reduction and Transfer Operator Approximation von Klus, Stefan, Nüske, Feliks, Koltai, Péter, Wu, Hao, Kevrekidis, Ioannis, Schütte, Christof, Noé, Frank

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Set-free Markov state model building von Weber, Marcus, Fackeldey, Konstantin, Schütte, Christof

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Role of bone morphogenetic proteins in sprouting angiogenesis: differential BMP receptor‐dependent signaling pathways balance stalk vs. tip cell competence von Benn, Andreas, Hiepen, Christian, Osterland, Marc, Schütte, Christof, Zwijsen, An, Knaus, Petra

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Markov state models based on milestoning von Schütte, Christof, Noé, Frank, Lu, Jianfeng, Sarich, Marco, Vanden-Eijnden, Eric

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Constructing the equilibrium ensemble of folding pathways from short off-equilibrium simulations von Noé, Frank, Schütte, Christof, Vanden-Eijnden, Eric, Reich, Lothar, Weikl, Thomas R

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Jarzynski’s Equality, Fluctuation Theorems, and Variance Reduction: Mathematical Analysis and Numerical Algorithms von Hartmann, Carsten, Schütte, Christof, Zhang, Wei

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