output
19992025
most citedUsing Open Data and Open-Source Software to Develop Spatial Indicators of Urban Design and Transport Features for Achieving Healthy and Sustainable Cities

177 citations

researchers with a paper here
collaborating institutions

36 papers

q-fin.ST2025★ 2 cited

The use of financial and sustainability ratios to map a sector. An approach using compositional data

Elena Rondós-Casas, Germà Coenders, Miquel Carreras-Simó +1

Purpose: The article aims to visualise in a single graph fish and meat processing company groups in Spain with respect to long-term solvency, energy, waste and water intensity and…

cs.LG2024★ 4 cited

Enhanced Spatial Clustering of Single-Molecule Localizations with Graph Neural Networks

Jesús Pineda, Sergi Masó-Orriols, Montse Masoliver +4

Single-molecule localization microscopy generates point clouds corresponding to fluorophore localizations. Spatial cluster identification and analysis of these point clouds are cru…

cond-mat.soft2023★ 32 cited

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…

cond-mat.soft2023★ 12 cited

Learning minimal representations of stochastic processes with variational autoencoders

Gabriel Fernández-Fernández, Carlo Manzo, Maciej Lewenstein +2

Stochastic processes have found numerous applications in science, as they are broadly used to model a variety of natural phenomena. Due to their intrinsic randomness and uncertaint…

q-fin.ST2023★ 2 cited

Accounting statement analysis at industry level. A gentle introduction to the compositional approach

Germà Coenders, Núria Arimany Serrat

Compositional data are contemporarily defined as positive vectors, the ratios among whose elements are of interest to the researcher. Financial statement analysis by means of accou…

cond-mat.soft2023★ 35 cited

Inferring pointwise diffusion properties of single trajectories with deep learning

Borja Requena, Sergi Masó, Joan Bertran +3

In order to characterize the mechanisms governing the diffusion of particles in biological scenarios, it is essential to accurately determine their diffusive properties. To do so,…