MY RECENT ACTIVITY
AnomalousNet: a hybrid approach with attention U-Nets and change point detection for accurate characterization of anomalous diffusion in video data (J. Phys. Phot.)
Anomalous diffusion is ubiquitous in systems ranging from intracellular transport and porous-medium flow to animal foraging, and its quantification requires
Quantitative evaluation of methods to analyze motion changes in single-particle experiments (Nature Communications)
The analysis of live-cell single-molecule imaging experiments can reveal valuable information about the heterogeneity of transport processes and interactions between
Large language models in climate and sustainability policy: limits and opportunities (Env. Res. Lett.)
F. Larosa, S Hoyas, J A Conejero, J Garcia-Martinez, F Fuso-Nerini and R Vinuesa. Environ. Res. Lett. (2025) 20 074032 DOI 10.1088/1748-9326/addd36
AI-Driven consensus: Modeling multi-agent networks with long-range Interactions through path-Laplacian matrices
Extended connectivity in graphs can be analyzed through k-path Laplacian matrices, which permit the capture of long-range interactions in various
Recovering discrete delayed fractional equations from trajectories (Math. Meth. Appl. Sci.).
We show how machine learning methods can unveil the fractional and delayed nature of discrete dynamical systems. In particular, we
LLM performance on mathematical reasoning in Catalan language
Large Language Models (LLMs) have revolutionized Artificial Intelligence (AI), with OpenAI’s reasoning models and, more recently, DeepSeek reshaping the landscape.
PhD Thesis. I have directed 9 Phd Thesis on pure and applied mathematics. You can have a look to all of them here!!!
Master Thesis. I have directed more than 30 Msc Thesis, mainly in Applied MAthematics and Data Science. You can find here a list of all of them.
Degree Thesis. I have supervised nearly 50 MSc Thesis in the degrees of Computer Science and Data Science. See all of them here.
TOP PAPERS IN THE LAST YEARS.
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