High Performance Computational Mechanics

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2024

Comparative Analysis of Reasoning Capabilities in Foundation Models

IEEE 2nd International Conference on Foundation and Large Language Models (FLLM 2024)

J. de Curtò, and I. de Zarzà
Isomorphic Structures and Operator Analysis in Mimetic Discretizations

IEEE Access

J. de Curtò, and I. de Zarzà
Topological Data Analysis for Sustainable and Smart City Education Systems

16th International Conference on Sustainability in Energy and Buildings (SEB-24); Invited Session: Big Data Analytics in Sustainable and Smart City

I. de Zarzà, and J. de Curtò
Algoritmos de Coordinación por Radio Definida por Software en Simulaciones de Combate de Múltiples Entidades

Congreso Nacional de I+D en Defensa y Seguridad 2024 (DESEID2024)

J. de Curtò, D. Modesto, and J. Farnos
Dinámica de Estrategias en la Confrontación de Enjambres de Drones

Congreso Nacional de I+D en Defensa y Seguridad 2024 (DESEID2024)

J. de Curtò, and I. de Zarzà
Physics-Informed Neural Networks for Enhanced Thermal Regulation in a Spacecraft

28th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES 2024)

J. de Curtò, and I. de Zarzà
LLM Multi-agent Decision Optimization

18th International Conference on Agents and Multi-Agent Systems: Technologies and Applications (AMSTA 2024)

J. de Curtò, I. de Zarzà, and C. T. Calafate
Hybrid State Estimation: Integrating Physics-Informed Neural Networks with Adaptive UKF for Dynamic Systems

Electronics

J. de Curtò, and I. de Zarzà
Supercomputación: Empoderando la ciencia para cambiar el mundo

La Ciencia

O. Castillo-Reyes
Spectral Properties of Mimetic Operators for Robust Fluid–Structure Interaction in the Design of Aircraft Wings

Mathematics

J. de Curtò, and I. de Zarzà
Analysis of Transportation Systems for Colonies on Mars

Sustainability

J. de Curtò, and I. de Zarzà
Large Language Model-Informed X-ray Photoelectron Spectroscopy Data Analysis

Signals

J. de Curtò, I. de Zarzà, G. Roig, and C. T. Calafate
Frontiers of Large Language Models: Empowering Decision Optimization, Scene Understanding, and Summarization Through Advanced Computational Approaches

[PhD Thesis]

J. de Curtò
Optimizing Propellant Distribution for Interorbital Transfers

Mathematics

J. de Curtò, and I. de Zarzà

2023

UWB and MB-OFDM for Lunar Rover Navigation and Communication

Mathematics

J. de Curtò, I. de Zarzà, and C. T. Calafate
Drone-Based Decentralized Truck Platooning with UWB Sensing and Control

Mathematics

I. de Zarzà, J. de Curtò, J. C. Cano, and C. T. Calafate
Cascading and Ensemble Techniques in Deep Learning

Electronics

I. de Zarzà, J. de Curtò, E. Hernández-Orallo, and C. T. Calafate
Decentralized Planning of Platoons in Road Transport using Reinforcement Learning

2023 IEEE 43rd International Conference on Distributed Computing Systems

I. de Zarzà, J. de Curtò, and C. T. Calafate
Decentralized Platooning Optimization for Trucks: A MILP and ADMM-based Convex Approach to Minimize Latency and Energy Consumption

2023 IEEE 43rd International Conference on Distributed Computing Systems

I. de Zarzà, J. de Curtò, and C. T. Calafate
LLM-Informed Multi-Armed Bandit Strategies for Non-Stationary Environments

Electronics

J. de Curtò, I. de Zarzà, G. Roig, J. C. Cano, P. Manzoni, and C. T. Calafate
LLM Adaptive PID Control for B5G Truck Platooning Systems

Sensors

I. de Zarzà, J. de Curtò, G. Roig, and C. T. Calafate
Emergent Cooperation and Strategy Adaptation in Multi-Agent Systems: An Extended Coevolutionary Theory with LLMs

Electronics

I. de Zarzà, J. de Curtò, G. Roig, P. Manzoni, and C. T. Calafate
Signature and Log-Signature for the Study of Empirical Distributions Generated with GANs

Electronics

J. de Curtò, I. de Zarzà, G. Roig, and C. T. Calafate
Semantic Scene Understanding with Large Language Models on Unmanned Aerial Vehicles

Drones

J. de Curtò, I. de Zarzà, and C. T. Calafate
Area Estimation of Forest Fires using TabNet with Transformers

27th International Conference on Knowledge Based and Intelligent Information and Engineering Systems (KES 2023)

I. de Zarzà, J. de Curtò, and C. T. Calafate
UMAP for Geospatial Data Visualization

27th International Conference on Knowledge Based and Intelligent Information and Engineering Systems (KES 2023)

I. de Zarzà, J. de Curtò, and C. T. Calafate
Socratic Video Understanding on Unmanned Aerial Vehicles

27th International Conference on Knowledge Based and Intelligent Information and Engineering Systems (KES 2023)

I. de Zarzà, J. de Curtò, and C. T. Calafate
Optimizing Neural Networks for Imbalanced Data

Electronics

I. de Zarzà, J. de Curtò, and C. T. Calafate
Summarization of Videos with the Signature Transform

Electronics

J. de Curtò, I. de Zarzà, G. Roig, and C. T. Calafate
LLM Multimodal Traffic Accident Forecasting

Sensors

I. de Zarzà, J. de Curtò, G. Roig, and C. T. Calafate

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