152 citations
- University of the Basque CountryES17 papers
- Universidad de NavarraES5 papers
- Donostia International Physics CenterES3 papers
- IkerbasqueES3 papers
- Biogipuzkoa Health Research InstituteES2 papers
- Digital Research Alliance of Canada2 papers
- Politecnico di MilanoIT2 papers
- Tech FoundationUS2 papers
- Boeing (Spain)ES1 paper
- Boston CollegeUS1 paper
- Catholic University of Eastern AfricaKE1 paper
- CIC nanoGUNEES1 paper
5 papers · 1 filter
Optimizing Energy Management of Smart Grid using Reinforcement Learning aided by Surrogate models built using Physics-informed Neural Networks
Julen Cestero, Carmine Delle Femine, Kenji S. Muro +2
Optimizing the energy management within a smart grids scenario presents significant challenges, primarily due to the complexity of real-world systems and the intricate interactions…
A Fully Interpretable Statistical Approach for Roadside LiDAR Background Subtraction
Aitor Iglesias, Nerea Aranjuelo, Patricia Javierre +3
We present a fully interpretable and flexible statistical method for background subtraction in roadside LiDAR data, aimed at enhancing infrastructure-based perception in automated…
Building surrogate models using trajectories of agents trained by Reinforcement Learning
Julen Cestero, Marco Quartulli, Marcello Restelli
Sample efficiency in the face of computationally expensive simulations is a common concern in surrogate modeling. Current strategies to minimize the number of samples needed are no…
Adjudicating Conduction Mechanisms in High Performance Carbon Nanotube Fibers
John Bulmer, Chris Kovacs, Thomas Bullard +15
The performance of carbon nanotube (CNT) cables, a contender for copper-wire replacement, is tied to its metallic and semi-conducting-like conductivity responses with temperature;…
Remote Rendering for Virtual Reality: performance comparison of multimedia frameworks and protocols
Daniel Mejías, Inhar Yeregui, Roberto Viola +2
The increasing complexity of Extended Reality (XR) applications demands substantial processing power and high bandwidth communications, often unavailable on lightweight devices. Re…