Vitae

I am interested in the mathematical modeling and data analysis of problems from any discipline, from physics or engineering, as well as from the social and life sciences. We find especially attractive those problems that allow them to be studied from the point of view of complex networks, graph theory, and applied mathematical analysis.

(1) Diffusion Processes and Fractional Calculus. I am interested in studying anomalous diffusion processes via machine learning. I am currently working on the regime change point detection of the process that involves. I am also interested in studying Fractional Calculus Modelling of such processes. I am collaborating with C. Lizama (GAFEVOL), M. Murillo-Arcila, and M.A. García March.

(2) Artificial Intelligence for sustainability. I am working on the use of LLMs for supporting scientific evidence of SDG policies. In this topic, I have been collaborating with Ricardo Vinuesa (U. Michigan – KTH) and Sergio Hoyas (UPV).  I was also a proud member of the Data Science against COVID-19 Task Force, led by Nuria Oliver (Ellis Alicante). We have specialized in outbreak modeling and predicting the evolution of COVID-19 pandemics via Recurrent Neural Networks.

(3) Biomedical data science. I had collaborated with the BDSLab (ITACA) on the following topics: Glioblastoma Modelling, the Design of apps for collecting patient information to feed predictive models, and data quality of medical records repositories. I have been also collaborating

(4) Mathematical Foundations of Quantum Computing. I am analyzing the structure and behavior of optimization algorithms that, in their configuration, use tensor products and their connections with Quantum Computing. I collaborate with Antonio Falcó (ESI Chair at Universidad Cardenal Herrera).

(2) Mathematical Modeling in Biology. I am working in plants with Diego Orzáez Lab (IBMCP) and at the cellular level with Guillermo Rodrigo (I2SysBio).

(6) Complex Networks Modelling. I am interested in applications to any discipline in network communications, image processing, linguistics, and many more. I am also working on the data visualization of Science Maps in collaboration with E. Orduña and M. Rebollo.

(7) Modelling in Industrial Engineering. I work in signal processing for the detection of failures in electrical machines & energy efficiency problems with Jose A. Antonino (Instituto Tecnología Energética).

You can also check my publications at Publons, SCOPUS, ORCID, and ResearchGate.