Inside a living cell, a molecule waits, and waits, then crosses a long distance in a single step. It is not the diffusion in the textbooks.
Four areas, one set of tools.
All four in detail →- 01
Anomalous Diffusion in Photonics
Anomalous transport and dispersion, from single-particle trajectories to optical frequency combs.
Read the explanation → - 02
Artificial Intelligence
Data science and LLMs applied to scientific, industrial, and societal challenges.
Read the explanation → - 03
Graph Theory
Networks as working models of real systems.
Read the explanation → - 04
Mathematical Analysis
Linear operators, semigroups, and chaos in linear systems.
Read the explanation →
Work that travelled furthest.
- 2025
The 2nd AnDi Challenge
This second edition moved from sequential to video data. We took 2nd place in the video track, and the results again appeared in Nature Communications.
Read the paper ↗ - 2024
IEEE Transactions on Industry Applications First Prize Paper Award
Given by the Electric Machines Committee for our work on detecting winding faults in synchronous motors from stray flux signals.
Read the paper ↗ - 2021
XPRIZE Pandemic Response Challenge
Co-led Valencia IA4COVID with Nuria Oliver, winning the $500,000 grand prize for models that let governments weigh interventions against economic cost.
- 2021
The 1st AnDi Challenge
Co-organised the community benchmark that settled how anomalous diffusion is decoded from single-particle trajectories. We took 1st place in the 1D regression task, and the results were published in Nature Communications.
Read the paper ↗ - 2018
iGEM Undergraduate Grand Prize
Instructor to the UPV_Valencia team that presented Printeria, which took the top prize at the international synthetic biology iGEM competition.
Top papers.
All 214 papers →- 2025Quantitative evaluation of methods to analyze motion changes in single-particle experimentsG. Muñoz-Gil, H. Bachimanchi, J. Pineda, …, J. A. Conejero, et al.Nature Communications 16, 6749
- 2023Photonic snake states in two-dimensional frequency combsS. B. Ivars, Y. V. Kartashov, P. Fernández de Córdoba, J. A. Conejero, L. Torner, C. MiliánNature Photonics 17, 767–774
- 2023A variant-dependent molecular clock with anomalous diffusion models SARS-CoV-2 evolution in humansL. Goiriz, R. Ruiz, Ò. Garibo-i-Orts, J. A. Conejero, G. RodrigoPNAS 120 (29), e2303578120
- 2021Objective comparison of methods to decode anomalous diffusionG. Muñoz-Gil, G. Volpe, M. A. Garcia-March, …, J. A. Conejero, et al.Nature Communications 12, 6253
- 2021Reversible self-replication of spatiotemporal Kerr cavity patternsS. B. Ivars, Y. V. Kartashov, L. Torner, J. A. Conejero, C. MiliánPhysical Review Letters 126, 063903