Imperial College London

Luca Magri

Faculty of EngineeringDepartment of Aeronautics

Reader in Data-Driven Fluid Mechanics
 
 
 
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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

Margazoglou G, Magri L, 2023, Stability analysis of chaotic systems from data, Nonlinear Dynamics, Vol:111, ISSN:0924-090X, Pages:8799-8819

Xuereb Conti Z, Choudhary R, Magri L, 2023, A physics-based domain adaptation framework for modeling and forecasting building energy systems, Data-centric Engineering, Vol:4

Margazoglou G, Magri L, 2023, Data-driven stability analysis of a chaotic time-delayed system

Özalp E, Margazoglou G, Magri L, 2023, Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos

Bempedelis N, Magri L, 2023, Bayesian optimization of the layout of wind farms with a high-fidelity surrogate model

More Publications