Invited Keynote Talks & Seminars

YearEventLocationPresentation
2026Cypher 3rd General Meeting – keynoteIstanbul, TurkeyTBD
2025SISSA MathlabTrieste, ItalyReal-time digital twins: Integrating ensemble data assimilation, reduced-order modelling, and reinforcement learning
2025Data-Centric Engineering JournalOnlineReal-time digital twins: unifying bias-aware data assimilation and machine learning
2024The Alan Turing Institute –
Phi-ML meets Engineering seminar series		OnlineReal-time data assimilation in nonlinear thermoacoustic instabilities
2024The AI for Net Zero Webinar SeriesOnlineA real-time digital twin of a hydrogen-fuelled annular combustor

Conference Presentations

YearConferenceLocationPresentation
20263rd ERCOFTAC Workshop on ML for Fluid DynamicsAmsterdam, NetherlandsReal-time data assimilation in latent spaces for chaotic forecasting
Magri, Özalp and Nóvoa
20263rd ERCOFTAC Workshop on ML for Fluid DynamicsAmsterdam, NetherlandsEfficient real-time adaptation of ROMs for unsteady flows using data assimilation
Zighed, Nóvoa, Magri and Sayadi
2026Machine Learning and Dynamical Systems and Differential Equations for Data ScienceKyoto University, JapanTowards real-time digital turbulence
Nóvoa, Özalp, Ozan and Magri
2025Joint Euromech DFD and 2nd ERCOFTAC ML for Fluid DynamicsLondon, UKReal-time digital twins of turbulent flows
Nóvoa and Magri
2024AI for Net Zero ConferenceExeter, UKGeneralizable real-time digital twins for net-zero aviation
Nóvoa and Magri
2024APS-DFD 69thSalt Lake City, USA real-time digital twin of nonlinear azimuthal thermoacoustics
Nóvoa, Noiray, Dawson and Magri
2024ECCOMAS 9thLisbon, PortugalInferring Unknown Unknowns with the Regularized Bias-Aware Ensemble Kalman Filter
Nóvoa and Magri
2024ERCOFTAC ML for Fluid DynamicsParis, FranceReal-Time Inference of Model Errors from Experimental Data: Application in Hydrogen-Based Annular Combustors
Nóvoa, Noiray, Dawson and Magri
2023APS-DFD 68thWashington DC, USReal-time digital twins of thermoacoustic instabilities in hydrogen-fuelled annular combustors
Nóvoa, Noiray, Dawson and Magri
2023Workshop in Data-driven Methods, ML and Optimization in Fluid MechanicsLeeds, UKReal-time bias-aware data assimilation
Nóvoa, Racca and Magri
2022APS-DFD 67thIndianapolis, USReal-time data assimilation for model-error inference
Nóvoa and Magri
2022EFMC 14thAthens, GreeceReal-time thermoacoustic data assimilation with reservoir computing
Nóvoa, Racca and Magri
2021APS-DFD 66thPhoenix, USReal-time data assimilation of nonlinear thermoacoustics
Nóvoa, Noiray and Magri
2021UK Fluids ConferenceOnlineData assimilation of thermoacoustics
Nóvoa and Magri
2020APS-DFD 65thOnlineA Bayesian approach for predicting and filtering linear and nonlinear thermoacoustic oscillations
Nóvoa and Magri