Ana Larrañaga
Acting Assistant Professor · Mechanical Engineering
- Machine learning and data science for modeling of complex multiphysics and multiscale systems
- Model reduction, sparse sensing, physics-based simulations, optimization
- Expertise in fluid dynamics, thermodynamics, heat transfer, and combustion
Keynote Talks and Invited Seminars
- Kick-off event for SHARP project — Artificial Intelligence for Turbulence, ETSIADI, Universitat Politècnica de València (UPV), Valencia, Spain December 18–19, 2025
Active-SINDy: Intelligent sampling for scientific model discovery.
Invited Seminar - Opening for the AI Lecture Series, German Aerospace Center (DLR) November 4, 2025
From Theory to Data: Integrating Machine Learning into Scientific Discovery.
Invited Seminar - CINTECX – Research Center in Energy, Environment and Technology, University of Vigo October 6, 2025
Intelligent sampling for scientific model discovery: Learning to optimize and optimizing to learn.
Invited Seminar - 1st International Workshop on Innovative Tools for Research in Energy Efficiency June 3, 2025
Evolutionary-based optimization of Sustainable Aviation Fuel blends to reduce contrails and pollutant emissions using data-driven surrogate models.
Keynote Talk - Data-Driven Science and Engineering Seminars, University of Washington November 1, 2024
Learning the shape: streamlining data needs in 2D irregular contour parameterization.
Invited Seminar - University of Vigo April 24, 2024
Exploring Opportunities: Unlocking Professional Potential in the World of Energy and Mining Resources.
Invited Seminar - 8th International Congress on University Education (CINDU 2023), University of Vigo June 23, 2023
Artificial intelligence in higher education: advantages and disadvantages.
Invited Round Table