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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
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Blog Post number 4
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Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
publications
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 Martinez, 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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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 , 2023
Recommended citation: Jorge Cabrera Alvargonzalez, Ana Larrañaga Janeiro, Sonia Perez Castro, Javier Martinez Torres, Lucia Martinez Lamas, Carlos Daviña Nuñez, Victor Del Campo-Perez, Silvia Suarez Luque, Benito Regueiro Garcia, 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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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: A. Larrañaga, J. Martinez, J.L. Miguez, 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 Alvargonzalez, Ana Larrañaga, Javier Martinez, Sonia Perez Castro, Sonia Rey Cao, Carlos Daviña Nuñez, Victor Del Campo Perez, Carmen Duran Parrondo, Silvia Suarez Luque, Elena Gonzalez Alonso, Alfredo Jose 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 Surveill, 10:e54503, Sep 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, R.D. Sandberg, J. Martinez, 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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talks
Talk 1 on Relevant Topic in Your Field
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Tutorial 1 on Relevant Topic in Your Field
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Talk 2 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
Teaching experience 2
Workshop, University 1, Department, 2015