31 citations · 58 across the 3 of their papers we have counts for
3 papers
Gramian Angular Fields for leveraging pretrained computer vision models with anomalous diffusion trajectories
Òscar Garibo-i-Orts, Nicolás Firbas, Laura Sebastiá +1
Anomalous diffusion is present at all scales, from atomic to large scales. Some exemplary systems are; ultra-cold atoms, telomeres in the nucleus of cells, moisture transport in ce…
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…
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…