Luca Magri
Imperial College London
H-index: 23
Europe-United Kingdom
Top articles of Luca Magri
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Data-driven optimisation of wind farm layout and wake steering with large-eddy simulations | Wind Energy Science Discussions | Nikolaos Bempedelis Filippo Gori Andrew Wynn Sylvain Laizet Luca Magri | 2023/9/5 |
A real-time digital twin of azimuthal thermoacoustic instabilities | arXiv preprint arXiv:2404.18793 | Andrea Nóvoa Nicolas Noiray James R Dawson Luca Magri | 2024/4/29 |
Solving nonlinear differential equations on Quantum Computers: A Fokker-Planck approach | arXiv preprint arXiv:2401.13500 | Felix Tennie Luca Magri | 2024/1/24 |
Decoder Decomposition for the Analysis of the Latent Space of Nonlinear Autoencoders With Wind-Tunnel Experimental Data | arXiv preprint arXiv:2404.19660 | Yaxin Mo Tullio Traverso Luca Magri | 2024/4/25 |
Physics-constrained convolutional neural networks for inverse problems in spatiotemporal partial differential equations | arXiv preprint arXiv:2401.10306 | Daniel Kelshaw Luca Magri | 2024/1/18 |
Adjoint Sensitivities of Chaotic Flows without Adjoint Solvers: A Data-Driven Approach | arXiv preprint arXiv:2404.12315 | Defne E Ozan Luca Magri | 2024/4/18 |
Inferring unknown unknowns: regularized bias-aware ensemble Kalman filter | Computer Methods in Applied Mechanics and Engineering | Andrea Nóvoa Alberto Racca Luca Magri | 2024/1/1 |
Data-driven computation of adjoint sensitivities without adjoint solvers: An application to thermoacoustics | arXiv preprint arXiv:2404.11738 | Defne E Ozan Luca Magri | 2024/4/17 |
Computing distances and means on manifolds with a metric-constrained Eikonal approach | arXiv preprint arXiv:2404.08754 | Daniel Kelshaw Luca Magri | 2024/4/12 |
Physics-informed long short-term memory for forecasting and reconstruction of chaos | Elise Özalp Georgios Margazoglou Luca Magri | 2023/6/26 | |
Data-driven modeling for drop size distributions | Physical Review Fluids | Tullio Traverso Thomas Abadie Omar K Matar Luca Magri | 2023/10/27 |
Bias-aware thermoacoustic data assimilation | INTER-NOISE and NOISE-CON Congress and Conference Proceedings | Andrea Novoa Alberto Racca Luca Magri | 2023/2/1 |
Real-time digital twins of thermoacoustic instabilities in hydrogen-fuelled annular combustors | Bulletin of the American Physical Society | Andrea Nóvoa Nicolas Noiray James Dawson Luca Magri | 2023/11/20 |
A machine learning approach to the prediction of heat-transfer coefficients in micro-channels | arXiv preprint arXiv:2305.18406 | Tullio Traverso Francesco Coletti Luca Magri Tassos G Karayiannis Omar K Matar | 2023/5/28 |
Bayesian optimization of the layout of wind farms with a high-fidelity surrogate model | Nikolaos Bempedelis Luca Magri | 2023/6/26 | |
Manifold-augmented Eikonal Equations: Geodesic Distances and Flows on Differentiable Manifolds | arXiv preprint arXiv:2310.06157 | Daniel Kelshaw Luca Magri | 2023/10/9 |
Physics-aware learning of nonlinear limit cycles and adjoint limit cycles | INTER-NOISE and NOISE-CON Congress and Conference Proceedings | Defne Ege Ozan Luca Magri | 2023/2/1 |
Data-driven dimensional analysis and modelling of two-phase heat-transfer in small-to-micro tubes | Bulletin of the American Physical Society | Tullio Traverso Francesco Coletti Luca Magri Tassos Karayiannis Omar Matar | 2023/11/20 |
Short and Straight: Geodesics on Differentiable Manifolds | arXiv preprint arXiv:2305.15228 | Daniel Kelshaw Luca Magri | 2023/5/24 |
Convolutional autoencoder for the spatiotemporal latent representation of turbulence | Nguyen Anh Khoa Doan Alberto Racca Luca Magri | 2023/6/26 |
Co-Authors
