Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
Published:
Blog Post number 4
Published:
Blog Post number 3
Published:
Blog Post number 2
Published:
Blog Post number 1
Published:
portfolio
publications
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
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.
Download Paper
How Low Can You Go? Active Learning for Sparse Model Discovery in the Ultra-Low-Data Limit
Published in arXiv preprint, 2026
Recommended citation: Ana Larrañaga, Urban Fasel, and Steven L. Brunton. How Low Can You Go? Active Learning for Sparse Model Discovery in the Ultra-Low-Data Limit. , 2026.
Download Paper
The Fuel Optimizer: A Data-Driven Numerical Framework for Formulation of Aviation Turbine Fuel
Published in arXiv preprint, 2026
Recommended citation: Ana Larrañaga, Steven L. Brunton, Jacobo Porteiro, and Dario Lopez-Pintor. The Fuel Optimizer: A Data-Driven Numerical Framework for Formulation of Aviation Turbine Fuel. , 2026.
Download Paper
Active Learning for Calibrating Entangling Gates via Surrogate-Based Optimization
Published in arXiv preprint, 2026
Recommended citation: Caleb Walton, Patricia García-Caspueñas, Filippo Zacchei, Ana Larrañaga, Steven L. Brunton, and Sara Mouradian. Active Learning for Calibrating Entangling Gates via Surrogate-Based Optimization. , 2026.
Download Paper
Multi-Fidelity SINDy: Sparse Discovery of Nonlinear Dynamical Systems with Fidelity-Weighted Measurements
Published in arXiv preprint, 2026
Recommended citation: Filippo Zacchei, Ana Larrañaga, Attilio Frangi, Andrea Manzoni, and Steven L. Brunton. Multi-Fidelity SINDy: Sparse Discovery of Nonlinear Dynamical Systems with Fidelity-Weighted Measurements. , 2026.
Download Paper
talks
Talk 1 on Relevant Topic in Your Field
Published:
Tutorial 1 on Relevant Topic in Your Field
Published:
Talk 2 on Relevant Topic in Your Field
Published:
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
Teaching experience 2
Workshop, University 1, Department, 2015
