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Nicolas de Diego Pinedo

Medical Research Council

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Biophysics· 1

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Approach:deep learning· 1 Assay:imaging· 1 Research Focus:trajectory inference· 1

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Artur YakimovichiD· 1 shared Benjamin AmbroseiD· 1 shared David RuedaiD· 1 shared Gabriel della MaggioraiD· 1 shared Korak Kumar RayiD· 1 shared Stefan BaueriD· 1 shared

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Artur YakimovichORCID

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1 paper

Recent·Most cited

BiophysicsbioRxivPreprintMay 29, 2026

DeepDiffusion: a Physics-Informed Neural Network for Heterogeneous Facilitated 1D Diffusion

Korak Kumar Ray, Benjamin Ambrose, Gabriel della Maggiora…·David Rueda

DeepDiffusion detects heterogeneous diffusion in single-molecule trajectories using a physics-informed neural network, accurately identifying subtle changes despite large errors.

DOI 10.64898/2026.05.27.727946

imagingdeep learning

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