Gorka Muñoz-Gil

Single trajectory characterization via machine learning

Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo et al. · New Journal of Physics · 2019 · 142 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +20

Modern applications of machine learning in quantum sciences

Anna Dawid, Julian Arnold, Borja Requena et al. · arXiv (Cornell University) · 2022 · 68 citations · Full text

Quantum Science, Quantum Applications, Engineering +14

Machine learning method for single trajectory characterization

Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo et al. · arXiv (Cornell University) · 2019 · 41 citations · Full text

Inferring pointwise diffusion properties of single trajectories with deep learning

Borja Requena, Sergi Masó-Orriols, J. Bertrán et al. · Biophysical Journal · 2023 · 30 citations · Full text

The anomalous diffusion challenge: single trajectory characterisation as a competition

Gorka Muñoz-Gil, Giovanni Volpe, Miguel Ángel García-March et al. · 2020 · 27 citations · Full text

Anomalous Diffusion Trajectories, Anomaly Detection, Machine Learning +13