Imperial College London

Luca Magri

Faculty of EngineeringDepartment of Aeronautics

Professor of Scientific Machine Learning
 
 
 
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Contact

 

l.magri Website

 
 
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Location

 

CAGB324City and Guilds BuildingSouth Kensington Campus

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Summary

 

Summary

Physics-aware machine learning and data assimilation

Webpage: https://magrilab.ae.ic.ac.uk/


Publications

Journals

Nóvoa A, Racca A, Magri L, 2024, Inferring unknown unknowns: Regularized bias-aware ensemble Kalman filter, Computer Methods in Applied Mechanics and Engineering, Vol:418, ISSN:0045-7825

Racca A, Doan NAK, Magri L, 2023, Predicting turbulent dynamics with the convolutional autoencoder echo state network, Journal of Fluid Mechanics, Vol:975, ISSN:0022-1120

Ozan DE, Magri L, 2023, Hard-constrained neural networks for modeling nonlinear acoustics, Physical Review Fluids, Vol:8

Traverso T, Abadie T, Matar OK, et al., 2023, Data-driven modeling for drop size distributions, Physical Review Fluids, Vol:8

Özalp E, Margazoglou G, Magri L, 2023, Reconstruction, forecasting, and stability of chaotic dynamics from partial data., Chaos, Vol:33

More Publications