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cs.LG2022★ 31 cited
Characterization of anomalous diffusion through convolutional transformers
Nicolás Firbas, Òscar Garibo-i-Orts, Miguel Ángel Garcia-March +1
The results of the Anomalous Diffusion Challenge (AnDi Challenge) have shown that machine learning methods can outperform classical statistical methodology at the characterization…
cs.LG2021★ 4 cited
Efficient recurrent neural network methods for anomalously diffusing single particle short and noisy trajectories
Òscar Garibo i Orts, Miguel A. Garcia-March, J. Alberto Conejero
Anomalous diffusion occurs at very different scales in nature, from atomic systems to motions in cell organelles, biological tissues or ecology, and also in artificial materials, s…