Dynamic mode decomposition for analysis and prediction of metabolic oscillations from time-lapse imaging of cellular autofluorescence. [PDF]
Wüstner D, Gundestrup HH, Thaysen K.
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Self-supervised reservoir computing with spatial-temporal encoding for identifying critical transitions. [PDF]
Yang N, Kurths J, Liu R, Chen P.
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Kinetically Consistent Coarse Graining Using Kernel-Based Extended Dynamic Mode Decomposition. [PDF]
Nateghi V, Nüske F.
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Weighted Composition Operators for Learning Nonlinear Dynamics. [PDF]
Russo BP +3 more
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Identifying the dynamics of interacting objects with applications to scene understanding and video temporal manipulation. [PDF]
Comas A +5 more
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KG-bench: benchmarking graph neural network algorithms for drug repurposing. [PDF]
Wei S +5 more
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Conditional POD for predicting extreme events in turbulent flow time signals. [PDF]
Martín D, Grau J, Jofre L.
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Exploring Modeling Techniques for Soft Arms: A Survey on Numerical, Analytical, and Data-Driven Approaches. [PDF]
Liu S +5 more
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Featurizing Koopman mode decomposition for robust forecasting. [PDF]
Aristoff D +3 more
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Evaluation of Robotic Swabbing and Fluorescent Sensing to Monitor the Hygiene of Food Contact Surfaces. [PDF]
Mahmoudi S +6 more
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