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Density physics-informed neural networks reveal sources of cell heterogeneity in signal transduction

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The transduction time between signal initiation and final response provides valuable information on the underlying signaling pathway, including its speed and precision. Furthermore, multi-modality in a transduction-time distribution indicates that the response... ...