High Performance Computational Mechanics

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2023

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
Adaptive Truck Platooning with Drones: A Decentralized Approach for Highway Monitoring

Electronics

J. de Curtò, I. de Zarzà, J. C. Cano, P. Manzoni, and C. T. Calafate
Performance assessment of an electrostatic filter-diverter stent cerebrovascular protection device. Is it possible not to use anticoagulants in atrial fibrilation elderly patients

Frontiers in Cardiovascular Medicine

B. Eguzkitza, D. Oks, J. A. Navia, G. Houzeaux, C. Butakoff, M. Fisa, A. Campoy Millán, and M. Vázquez
Effect of Sinotubular Junction Size on TAVR Leaflet Thrombosis: A Fluid–Structure Interaction Analysis

Annals of Biomedical Engineering

D. Oks, S. Reza, M. Vázquez, G. Houzeaux, B. Kovarovic, C. Samaniego, and D. Bluestein
A Massively Parallel Multi-Scale FE2 Framework for Multi-Trillion Degrees of Freedom Simulations

PASC '23: Platform for Advanced Scientific Computing ConferenceProceedings of the Platform for Advanced Scientific Computing Conference

A. Huebl, C. Silvano, T. Robinson, C. Moulinec, G. Houzeaux, R. Borrell, A. Quintanas Corominas, G. Oyarzun, J. Grasset, G. Giuntoli, and M. Vázquez
Ameliorating the Courant-Friedrichs-Lewy condition in spherical coordinates: A double FFT filter method for general relativistic MHD in dynamical spacetimes

Phys. Rev. D

L. Ji, V. Mewes, Y. Zlochower, L. Ennoggi, F. G. Lopez Armengol, M. Campanelli, F. Cipolletta, and Z. B. Etienne
Machine learning and sensitivity analysis for predicting nasal drug delivery for targeted deposition

International Journal of Pharmaceutics

H. Calmet, D. Dosimont, D. Oks, G. Houzeaux, B. Vara Almirall, and K. Inthavong
Numerical simulations of the flow and aerosol dispersion in a violent expiratory event

physics of fluids
Application of the partial Dirichlet–Neumann contact algorithm to simulate low-velocity impact events on composite structures

Composites Part A: Applied Science and Manufacturing

G. Guillamet, A. Quintanas-Corominas, M. Rivero, G. Houzeaux, M. Vázquez, and A. Turon

2022

On the applicability of the Hadamard as an input modulator for problems of classification

Software Impacts

J. de Curtò, I. de Zarzà, H. Yan, and C. T. Calafate
Detection of glaucoma using three-stage training with EfficientNet

Intelligent Systems with Applications

I. de Zarzà, J. de Curtò, and C. T. Calafate
A parallel algorithm for unilateral contact problems

Computers & Structures

G. Guillamet, M. Rivero, M. Zavala-Aké, M. Vázquez, G. Houzeaux, and S. Oller
Fluid–structure interaction of human nasal valves under sniff conditions and transport of inhaled aerosols: A numerical study

Journal of Aerosol Science

H. Calmet, A. Santiago, J. Carlos Cajas, C. Langdon, B. Eguzkitza, and G. Houzeaux
Computational modelling of an aerosol extraction device for use in COVID-19 surgical tracheotomy

Journal of Aerosol Science

H. Calmet, P. Ferrer Bertomeu, C. McIntyre, C. Rennie, K. Gouder, G. Houzeaux, C. Fletcher, R. Still, and D. Doorly

2021

Mesoscale modelling of delamination using the cohesive zone model approach

Multi-Scale Continuum Mechanics Modelling of Fibre-Reinforced Polymer Composites

L. Carreras, G. Guillamet, A. Quintanas-Corominas, J. Renart, and A. Turon
Large eddy simulation of cough jet dynamics, droplet transport, and inhalability over a ten minute exposure

physics of fluids

H. Calmet, K. Inthavong, A. Both, D. Mira, A. surapaneni, B. Egukitza, and G. Houzeaux
Large eddy simulation of cough jet dynamics, droplet transport, and inhalability over a ten minute exposure.

physics of fluids
Molecular Simulations of Surfactant Adsorption on Iron Oxide from Hydrocarbon Solvents

Molecular Simulations of Surfactant Adsorption on Iron Oxide from Hydrocarbon Solvents

P. NavarroAcero, S. Mohr, M. Bernabei, C. Fernández, B. Dominguez, and J. P. Ewen
Ranking the Efficiency of Gas Hydrate Anti-agglomerants through Molecular Dynamic Simulations

Ranking the Efficiency of Gas Hydrate Anti-agglomerants through Molecular Dynamic Simulations

S. Mohr, F. Hoevelmann, J. Wylde, N. Schelero, J. Sarria, N. Purkayastha, Z. Ward, P. Navarro Acero, and V. K. Michalis
Size dependence of the dissociation process of spherical hydrate particles via microsecond molecular dynamics simulations

Size dependence of the dissociation process of spherical hydrate particles via microsecond molecular dynamics simulations

S. Mohr, R. Pétuya, J. Wylde, J. Sarria, N. Purkayastha, Z. Ward, S. Bodnar, and I. N. Tsimpanogiannis

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