544 citations
- Universidad de GranadaES87 papers
- Consejo Superior de Investigaciones CientíficasES17 papers
- Universitat de les Illes BalearsES9 papers
- Mediterranean Institute for Advanced StudiesSI8 papers
- Association of Electronic and Information TechnologiesES6 papers
- University of CambridgeGB6 papers
- University of the Basque CountryES6 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- King Abdulaziz UniversitySA5 papers
- California Institute of TechnologyUS4 papers
- Jet Propulsion LaboratoryUS4 papers
- University of BolognaIT4 papers
95 papers
Shannon Entropy Estimator for the Characterization of Seismic-Volcanic Signals using Python
Ligdamis Gutiérrez, Pablo Rey Devesa, Jesús Ibáñez +1
Volcanic regions have shaped human settlements for millennia, placing over 500 million people worldwide within close proximity to active volcanoes. Predicting eruptions that threat…
Effect of diversity distribution symmetry on global oscillations of networks of excitable units
Stefano Scialla, Marco Patriarca, Els Heinsalu +2
We investigate the role of the degree of symmetry of the diversity distribution in shaping the collective dynamics of networks of coupled excitable units modeled by FitzHugh-Nagumo…
From Privacy to Trust in the Agentic Era: A Taxonomy of Challenges in Trustworthy Federated Learning Through the Lens of Trust Report 2.0
Nuria Rodríguez-Barroso, Mario García-Márquez, M. Victoria Luzón +1
Federated Learning (FL) enables privacy-preserving collaborative learning, yet deployments increasingly show that privacy guarantees alone do not sustain trust in high-risk setting…
A Pareto-Based Sensitivity Analysis and Multiobjective Calibration Approach for Integrating Streamflow and Evaporation Data
Patricio Yeste, Lieke A. Melsen, Matilde García-Valdecasas Ojeda +3
Evaporation is gaining increasing attention as a calibration and evaluation variable in hydrologic studies that seek to improve the physical realism of hydrologic models and go bey…
A three-Level Framework for LLM-Enhanced eXplainable AI: From technical explanations to natural language
Marilyn Bello, Rafael Bello, Maria-Matilde García +3
The growing application of artificial intelligence in sensitive domains has intensified the demand for systems that are not only accurate but also explainable and trustworthy. Alth…
RNN-DAS: A New Deep Learning Approach for Detection and Real-Time Monitoring of Volcano-Tectonic Events Using Distributed Acoustic Sensing
Javier Fernandez-Carabantes, Manuel Titos, Luca D'Auria +3
In this article, we present a novel Deep Learning model based on Recurrent Neural Networks (RNNs) with Long Short-Term Memory (LSTM) cells, designed as a real-time Volcano-seismic…