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Deep Koopman Approach for Nonlinear Dynamics and Control of Tendon-Driven Continuum Robots. [PDF]
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Dynamic mode decomposition for analysis and prediction of metabolic oscillations from time-lapse imaging of cellular autofluorescence. [PDF]
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Kinetically Consistent Coarse Graining Using Kernel-Based Extended Dynamic Mode Decomposition. [PDF]
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Weighted Composition Operators for Learning Nonlinear Dynamics. [PDF]
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Self-supervised reservoir computing with spatial-temporal encoding for identifying critical transitions. [PDF]
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KG-bench: benchmarking graph neural network algorithms for drug repurposing. [PDF]
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