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Soledad Le Clainche

Heart Failure Prediction using Modal Decomposition and Masked Autoencoders for Scarce Echocardiography Databases

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Apr 10, 2025
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Hybrid machine learning models based on physical patterns to accelerate CFD simulations: a short guide on autoregressive models

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Apr 09, 2025
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LC-SVD-DLinear: A low-cost physics-based hybrid machine learning model for data forecasting using sparse measurements

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Nov 26, 2024
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EigenHearts: Cardiac Diseases Classification Using EigenFaces Approach

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Nov 25, 2024
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A Novel Data Augmentation Tool for Enhancing Machine Learning Classification: A New Application of the Higher Order Dynamic Mode Decomposition for Improved Cardiac Disease Identification

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Nov 24, 2024
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Intercepting Unauthorized Aerial Robots in Controlled Airspace Using Reinforcement Learning

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Jul 09, 2024
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Automatic Cardiac Pathology Recognition in Echocardiography Images Using Higher Order Dynamic Mode Decomposition and a Vision Transformer for Small Datasets

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Apr 30, 2024
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Exploring the efficacy of a hybrid approach with modal decomposition over fully deep learning models for flow dynamics forecasting

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Apr 27, 2024
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A predictive physics-aware hybrid reduced order model for reacting flows

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Jan 24, 2023
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Forecasting through deep learning and modal decomposition in multi-phase concentric jets

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Dec 24, 2022
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