3 papers
physics.data-an2025
U-Net 3+ for Anomalous Diffusion Analysis enhanced with Mixture Estimates (U-AnD-ME) in particle-tracking data
Solomon Asghar, Ran Ni, Giorgio Volpe
Biophysical processes within living systems rely on encounters and interactions between molecules in complex environments such as cells. They are often described by anomalous diffu…
physics.comp-ph2024
Efficient Rare Event Sampling with Unsupervised Normalising Flows
Solomon Asghar, Qing-Xiang Pei, Giorgio Volpe +1
From Physics and Biology to Seismology and Economics, the behaviour of countless systems is determined by impactful yet unlikely transitions between metastable states known as \emp…
cond-mat.soft2023
Quantitative evaluation of methods to analyze motion changes in single-particle experiments
Gorka Muñoz-Gil, Harshith Bachimanchi, Jesús Pineda +33
The analysis of live-cell single-molecule imaging experiments can reveal valuable information about the heterogeneity of transport processes and interactions between cell component…