80 citations · 152 across the 7 of their papers we have counts for
8 papers
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…
Anomalous Dynamics of Superparamagnetic Colloidal Microrobots with Tailored Statistics
Alessia Gentili, Rainer Klages, Giorgio Volpe
Living organisms have developed advanced motion strategies for efficient space exploration, serving as inspiration for the movements of microrobots. These real-life strategies ofte…
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…
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…
Environmental Memory Boosts Group Formation of Clueless Individuals
Cristóvão S. Dias, Manish Trivedi, Giovanni Volpe +2
The formation of groups of interacting individuals improves performance and fitness in many decentralised systems, from micro-organisms to social insects, from robotic swarms to ar…
Objective comparison of methods to decode anomalous diffusion
Gorka Muñoz-Gil, Giovanni Volpe, Miguel Angel Garcia-March +31
Deviations from Brownian motion leading to anomalous diffusion are found in transport dynamics from quantum physics to life sciences. The characterization of anomalous diffusion fr…
Ordering of Binary Colloidal Crystals by Random Potentials
Andre S. Nunes, Sabareesh K. P. Velu, Iryna Kasianiuk +6
Structural defects are ubiquitous in condensed matter, and not always a nuisance. For example, they underlie phenomena such as Anderson localization and hyperuniformity, and they a…
Dynamic Control of Particle Deposition in Evaporating Droplets by an External Point Source of Vapor
Robert Malinowski, Giovanni Volpe, Ivan P. Parkin +1
The deposition of particles on a surface by an evaporating sessile droplet is important for phenomena as diverse as printing, thin-film deposition and self-assembly. The shape of t…