Lukas Calefice

Universitat de Barcelona — Spain

Physics and Astronomy · Physical Sciences

25h-index3.4kcitations462works2.12yr avg
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Research Topics

Particle physics theoretical and experimental studies(337), Quantum Chromodynamics and Particle Interactions(285), High-Energy Particle Collisions Research(206), Neutrino Physics Research(46), Particle Detector Development and Performance(22)

Publications73 total

Uncertainty Quantification for a Cramer Generative Adversarial Network based Simulation of the Ring-Imaging Cherenkov particle Detector using Features Densities
2025Open Access
Few-Shot Cataract Detection via Feature Density Learning: Evaluating SAM Models and Backbone Embeddings
2025
Summary of the trigger systems of the Large Hadron Collider experiments ALICE, ATLAS, CMS and LHCb
Journal of Physics G Nuclear and Particle Physics·2025· 2 citedOpen Access
A Novel Spanish Dataset for Financial Education Text Simplification Targeting Visually Impaired Individuals
IEEE Access·2025Open Access
Experience and results from running the LHCb trigger system at 30MHz
2024Open Access
Uncertainty Quantification for Speech-To-Text in Spanish
2024
Simple Object Detection Framework without Training
2024· 1 cited
Using the Mahalanobis Distance as a Dataset Comparison Metric for Semi-Supervised Detection of COVID-19 in Chest X-rays
2024
Guided Data Augmentation by Transfer Function using Uncertainty Scores for Medical Image Classification
2024
Enhancing Object Segmentation via Few-Shot Learning with Limited Annotated Data
Lecture notes in networks and systems·2024
Out-of-Distribution Detection with Memory-Augmented Variational Autoencoder
Mathematics·2024· 3 citedOpen Access
Exploration and selection of LLM models for financial text simplification
Revista Tecnología en Marcha·2024Open Access
Estimación de incertidumbre para un sistema de reconocimiento de voz
Revista Tecnología en Marcha·2024· 1 citedOpen Access
Summary of the trigger systems of the Large Hadron Collider experiments ALICE, ATLAS, CMS and LHCb
arXiv (Cornell University)·2024· 1 citedOpen Access
Lexical Complexity Prediction and Lexical Simplification for Catalan and Spanish: Resource Creation, Quality Assessment, and Ethical Considerations
arXiv (Cornell University)·2024· 1 citedOpen Access
Lexical Complexity Prediction and Lexical Simplification for Catalan and Spanish: Resource Creation, Quality Assessment, and Ethical Considerations
2024· 2 citedOpen Access
Uncertainty Estimation in Large Language Models to Support Biodiversity Conservation
2024· 5 citedOpen Access
Object Detection in Pineapple Fields Drone Imagery Using Few Shot Learning and the Segment Anything Model
2023· 4 cited
A Novel Dataset for Financial Education Text Simplification in Spanish
arXiv (Cornell University)·2023Open Access
Using GPT-3 as a Text Data Augmentator for a Complex Text Detector
2023· 4 cited
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Frequent Co-authors

David Elizondo(13), Miguel A. Molina‐Cabello(12), Shengxiang Yang(11), Armaghan Moemeni(11), Luis Oala(7), Jordina Torrents‐Barrena(7), Ezequiel López‐Rubio(5), V. V. Gligorov(5), Pascal N. Tyrrell(4), Wojciech Samek(4), Simon Colreavy‐Donnelly(4), Louis Henry(4), B. K. Jashal(4), A. Oyanguren(4), Martín Solís(4), Francisco Siles-Canales(4), C. Doglioni(4), Ángel García‐Pedrero(3), J. Albrecht(3), D. H. Cámpora Pérez(3)