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Experimental investigation on the integration of cold energy storage into a R744 refrigeration system

Published in Proceedings of the 25th IIR International Congress of Refrigeration, 2019

Recommended citation: R. I. Mancescu, Y. Allouche, A. Larrañaga Janeiro, and others. Experimental investigation on the integration of cold energy storage into a R744 refrigeration system. Proceedings of the 25th IIR International Congress of Refrigeration, -, 2019.
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Flue Gas Recirculation during Biomass Combustion: Implications on PM Release

Published in Energy & Fuels, 2020

Recommended citation: Raquel Perez-Orozco, David Patiño, Jacobo Porteiro, and Ana Larrañaga. Flue Gas Recirculation during Biomass Combustion: Implications on PM Release. Energy & Fuels, 34(9):11112-11122, 2020.
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Viability of Agricultural and Forestry Residues as Biomass Fuels in the Galicia-North Portugal Region: An Experimental Study

Published in Sustainability, 2020

Recommended citation: Juan Jesús Rico, Raquel Pérez-Orozco, Natalia Cid, Ana Larrañaga, and José Luis Míguez Tabarés. Viability of Agricultural and Forestry Residues as Biomass Fuels in the Galicia-North Portugal Region: An Experimental Study. Sustainability, 12(19), 2020.
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Experimental Study of the Performance of a Laboratory-Scale ESP with Biomass Combustion: Discharge Electrode Disposition, Dynamic Control Unit and Aging Effect

Published in Sustainability, 2021

Recommended citation: Natalia Cid, Juan Jesús Rico, Raquel Pérez-Orozco, and Ana Larrañaga. Experimental Study of the Performance of a Laboratory-Scale ESP with Biomass Combustion: Discharge Electrode Disposition, Dynamic Control Unit and Aging Effect. Sustainability, 13(18), 2021.
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Thermal study of a passive cooling device operating through a bubble lifting CLTPT of NOVEC 7000 with a two-fluid condenser

Published in International Journal of Heat and Mass Transfer, 2021

Recommended citation: M.A. Gómez, R. Bellas, A. González-Gil, A. Cacabelos, and A. Larrañaga. Thermal study of a passive cooling device operating through a bubble lifting CLTPT of NOVEC 7000 with a two-fluid condenser. International Journal of Heat and Mass Transfer, 177:121530, 2021.
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Experimental Study on the Stability and Transient Behavior of a Closed-Loop Two-Phase Thermosyphon (CLTPT) Charged with NOVEC 649

Published in Energies, 2021

Recommended citation: Ana Larrañaga, Miguel A. Gómez, David Patiño, and Jacobo Porteiro. Experimental Study on the Stability and Transient Behavior of a Closed-Loop Two-Phase Thermosyphon (CLTPT) Charged with NOVEC 649. Energies, 14(23), 2021.
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Proof of concept of the potential of a machine learning algorithm to extract new information from conventional SARS-CoV-2 rRT-PCR results

Published in Scientific Reports, 2023

Recommended citation: Jorge Cabrera Alvargonzález, Ana Larrañaga Janeiro, Sonia Pérez Castro, Javier Martínez Torres, Lucía Martínez Lamas, Carlos Daviña Nuñez, Víctor Del Campo-Pérez, Silvia Suarez Luque, Benito Regueiro García, and Jacobo Porteiro Fresco. Proof of concept of the potential of a machine learning algorithm to extract new information from conventional SARS-CoV-2 rRT-PCR results. Scientific Reports, 13(1):7786, 2023.
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Impact of artificial intelligence on assessment methods in primary and secondary education: Systematic literature review

Published in Revista de Psicodidáctica (English ed.), 2023

Recommended citation: Miguel Martínez-Comesaña, Xurxo Rigueira-Díaz, Ana Larrañaga-Janeiro, Javier Martínez-Torres, Iago Ocarranza-Prado, and Denis Kreibel. Impact of artificial intelligence on assessment methods in primary and secondary education: Systematic literature review. Revista de Psicodidáctica (English ed.), 28(2):93-103, 2023.
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Semi-Automatic 3D Reconstruction of Atheroma Plaques from Intravascular Ultrasound Images Using an ad-hoc Algorithm

Published in Mathematics, 2023

Recommended citation: Javier Martínez, Daniel Pérez-Palau, Myriam Cilla, Neus Garrido, Ana Larrañaga, and Ignacio Pérez-Rey. Semi-Automatic 3D Reconstruction of Atheroma Plaques from Intravascular Ultrasound Images Using an ad-hoc Algorithm. Mathematics, 11(3), 2023.
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Data-driven prediction of the performance of enhanced surfaces from an extensive CFD-generated parametric search space

Published in Machine Learning: Science and Technology, 2023

Recommended citation: A. Larrañaga, S. L. Brunton, J Martínez, S Chapela, and J Porteiro. Data-driven prediction of the performance of enhanced surfaces from an extensive CFD-generated parametric search space. Machine Learning: Science and Technology, 4(2):025012, 2023.
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Tourism-Related Placeness Feature Extraction from Social Media Data Using Machine Learning Models.

Published in International Journal of Interactive Multimedia and Artificial Intelligence, 2023

Recommended citation: P. Muñoz, E. Doñaque, A. Larrañaga, J. Martinez, and A. Mejías. Tourism-Related Placeness Feature Extraction from Social Media Data Using Machine Learning Models.. International Journal of Interactive Multimedia and Artificial Intelligence, 8(4):176–181, 2023.
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Modeling and optimization of triple tube heat exchangers. Theoretical formulation, CFD model and experimental contrast

Published in Thermal Science and Engineering Progress, 2024

Recommended citation: M.A. Gómez, J.D. Moya-Rico, A. Larrañaga, N. Cid, and J. Porteiro. Modeling and optimization of triple tube heat exchangers. Theoretical formulation, CFD model and experimental contrast. Thermal Science and Engineering Progress, 52:102658, 2024.
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On the machine learning-assisted identification of the fundamental parameters of nonstandard microfin arrays to assess their heat transfer performance

Published in Engineering Applications of Artificial Intelligence, 2024

Recommended citation: A. Larrañaga Janeiro, R. D. Sandberg, J. Martínez, and J. Porteiro. On the machine learning-assisted identification of the fundamental parameters of nonstandard microfin arrays to assess their heat transfer performance. Engineering Applications of Artificial Intelligence, 136:108945, 2024.
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Robust optimization of heat-transfer-enhancing microtextured surfaces based on machine learning surrogate models

Published in International Communications in Heat and Mass Transfer, 2024

Recommended citation: Larrañaga, J. Martínez, J. L. Míguez, and J. Porteiro. Robust optimization of heat-transfer-enhancing microtextured surfaces based on machine learning surrogate models. International Communications in Heat and Mass Transfer, 151:107218, 2024.
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Assessment of the Effective Sensitivity of SARS-CoV-2 Sample Pooling Based on a Large-Scale Screening Experience: Retrospective Analysis

Published in JMIR Public Health and Surveillance, 2024

Recommended citation: Jorge J Cabrera Alvargonzález, Ana Larrañaga, Javier Martínez, Sonia Pérez Castro, Sonia Rey Cao, Carlos Daviña Nuñez, Víctor Del Campo-Pérez, Carmen Duran Parrondo, Silvia Suarez Luque, Elena González Alonso, Alfredo José Silva Tojo, Jacobo Porteiro, and Benito Regueiro. Assessment of the Effective Sensitivity of SARS-CoV-2 Sample Pooling Based on a Large-Scale Screening Experience: Retrospective Analysis. JMIR Public Health and Surveillance, 10:e54503, 2024.
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A data-driven approach for predicting the cetane number of renewable and unconventional fuels

Published in Energy Conversion and Management, 2026

Recommended citation: Ana Larrañaga, James R. MacDonald, Steven L. Brunton, Jacobo Porteiro, and Dario Lopez-Pintor. A data-driven approach for predicting the cetane number of renewable and unconventional fuels. Energy Conversion and Management, 350:120940, 2026.
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Ana Larrañaga

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publications

Experimental investigation on the integration of cold energy storage into a R744 refrigeration system

Flue Gas Recirculation during Biomass Combustion: Implications on PM Release

Viability of Agricultural and Forestry Residues as Biomass Fuels in the Galicia-North Portugal Region: An Experimental Study

Experimental Study of the Performance of a Laboratory-Scale ESP with Biomass Combustion: Discharge Electrode Disposition, Dynamic Control Unit and Aging Effect

Thermal study of a passive cooling device operating through a bubble lifting CLTPT of NOVEC 7000 with a two-fluid condenser

Experimental Study on the Stability and Transient Behavior of a Closed-Loop Two-Phase Thermosyphon (CLTPT) Charged with NOVEC 649

Proof of concept of the potential of a machine learning algorithm to extract new information from conventional SARS-CoV-2 rRT-PCR results

Impact of artificial intelligence on assessment methods in primary and secondary education: Systematic literature review

Semi-Automatic 3D Reconstruction of Atheroma Plaques from Intravascular Ultrasound Images Using an ad-hoc Algorithm

Data-driven prediction of the performance of enhanced surfaces from an extensive CFD-generated parametric search space

Tourism-Related Placeness Feature Extraction from Social Media Data Using Machine Learning Models.

Modeling and optimization of triple tube heat exchangers. Theoretical formulation, CFD model and experimental contrast

On the machine learning-assisted identification of the fundamental parameters of nonstandard microfin arrays to assess their heat transfer performance

Robust optimization of heat-transfer-enhancing microtextured surfaces based on machine learning surrogate models

Assessment of the Effective Sensitivity of SARS-CoV-2 Sample Pooling Based on a Large-Scale Screening Experience: Retrospective Analysis

A data-driven approach for predicting the cetane number of renewable and unconventional fuels

How Low Can You Go? Active Learning for Sparse Model Discovery in the Ultra-Low-Data Limit

The Fuel Optimizer: A Data-Driven Numerical Framework for Formulation of Aviation Turbine Fuel

Active Learning for Calibrating Entangling Gates via Surrogate-Based Optimization

Multi-Fidelity SINDy: Sparse Discovery of Nonlinear Dynamical Systems with Fidelity-Weighted Measurements

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