Archivio Istituzionale della RicercaMAGRI, LUCA
MAGRI, LUCA
Dipartimento di Ingegneria Meccanica e Aerospaziale
100000
Adjoint Sensitivities of Chaotic Flows Without Adjoint Solvers: A Data-Driven Approach
2024 Ozan, Defne Ege; Magri, Luca
Data-driven computation of adjoint sensitivities without adjoint solvers: An application to thermoacoustics
2024 Ozan Defne, E.; Magri, Luca
Data-driven optimisation of wind farm layout and wake steering with large-eddy simulations
2024 Bempedelis, N.; Gori, F.; Wynn, A.; Laizet, S.; Magri, Luca
Decoder decomposition for the analysis of the latent space of nonlinear autoencoders with wind-tunnel experimental data
2024 Mo, Yaxin; Traverso, Tullio; Magri, Luca
Inferring unknown unknowns: Regularized bias-aware ensemble Kalman filter
2024 Novoa, A.; Racca, A.; Magri, L.
Machine learning and physics-driven modelling and simulation of multiphase systems
2024 Basha, Nausheen; Arcucci, Rossella; Angeli, Panagiota; Anastasiou, Charitos; Abadie, Thomas; Quilodrán Casas, César; Chen, Jianhua; Cheng, Sibo; Chagot, Loïc; Galvanin, Federico; Heaney, Claire E.; Hossein, Fria; Hu, Jinwei; Kovalchuk, Nina; Kalli, Maria; Kahouadji, Lyes; Kerhouant, Morgan; Lavino, Alessio; Liang, Fuyue; Nathanael, Konstantia; Magri, Luca; Lettieri, Paola; Materazzi, Massimiliano; Erigo, Matteo; Pico, Paula; Pain, Christopher C.; Shams, Mosayeb; Simmons, Mark; Traverso, Tullio; Pablo Valdes, Juan; Wolffs, Zef; Zhu, Kewei; Zhuang, Yilin; K Matar, Omar
Prediction of chaotic dynamics and extreme events: A recurrence-free quantum reservoir computing approach
2024 Ahmed, Osama; Tennie, Felix; Magri, Luca
A physics-based domain adaptation framework for modeling and forecasting building energy systems
2023 Xuereb Conti, Z.; Choudhary, R.; Magri, L.
Anomaly Detection in Optical Spectra VIA Joint Optimization
2023 Rizzo, Antonino Maria; Magri, Luca; Invernizzi, Pietro; Sozio, Enrico; Piciaccia, Stefano; Tanzi, Alberto; Binetti, Stefano; Alippi, Cesare; Boracchi, Giacomo
Bayesian Optimization of the Layout of Wind Farms with a High-Fidelity Surrogate Model
2023 Bempedelis, Nikolaos; Magri, Luca
Compositional noise in nozzles with dissipation
2023 Jain, A.; Magri, L.
Convolutional Autoencoder for the Spatiotemporal Latent Representation of Turbulence
2023 Doan, Nguyen Anh Khoa; Racca, Alberto; Magri, Luca
Data-driven modeling for drop size distributions
2023 Traverso, T.; Abadie, T.; Matar, O. K.; Magri, L.
Data-Driven Stability Analysis of a Chaotic Time-Delayed System
2023 Margazoglou, Georgios; Magri, Luca
Drop count and size of 38 numerical simulation of a flat fan spray
2023 Traverso, Tullio; Abadie, Thomas; Matar, Omar K.; Magri, Luca
Event Detection in Optical Signals via Domain Adaptation
2023 Rizzo, ANTONINO MARIA; Magri, Luca; Invernizzi, Pietro; Sozio, Enrico; Aquaro, Gabriele; Binetti, Stefano; Alippi, Cesare; Boracchi, Giacomo
Hard-constrained neural networks for modeling nonlinear acoustics
2023 Ozan, D. E.; Magri, L.
Indirect noise from weakly reacting inhomogeneities
2023 Jain, A.; Giusti, A.; Magri, L.
Linear Flow Analysis Inspired by Mathematical Methods from Quantum Mechanics
2023 Magri, Luca; Schmid Peter, J.; Moeck Jonas, P.
Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos
2023 Özalp, Elise; Margazoglou, Georgios; Magri, Luca
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Adjoint Sensitivities of Chaotic Flows Without Adjoint Solvers: A Data-Driven Approach / Ozan, D.E., Magri, L.. - 5:(2024), pp. 345-352. (24th International Conference on Computational Science, ICCS 2024 Malaga (Spain) July 2–4, 2024) [10.1007/978-3-031-63775-9_25]. | 1-gen-2024 | Magri, Luca + | Computational Science – ICCS 2024.pdf |
| Data-driven computation of adjoint sensitivities without adjoint solvers: An application to thermoacoustics / Ozan Defne, E., Magri, L.. - In: PHYSICAL REVIEW FLUIDS. - ISSN 2469-990X. - 9:(2024), pp. 1-28. [10.1103/PhysRevFluids.9.103902] | 1-gen-2024 | Magri Luca + | PhysRevFluids.9.103902.pdf; 2404.12315v1.pdf |
| Data-driven optimisation of wind farm layout and wake steering with large-eddy simulations / Bempedelis, N., Gori, F., Wynn, A., Laizet, S., Magri, L.. - In: WIND ENERGY SCIENCE. - ISSN 2366-7443. - 9:4(2024), pp. 869-882. [10.5194/wes-9-869-2024] | 1-gen-2024 | Magri Luca + | wes-9-869-2024.pdf |
| Decoder decomposition for the analysis of the latent space of nonlinear autoencoders with wind-tunnel experimental data / Mo, Y., Traverso, T., Magri, L.. - In: DATA-CENTRIC ENGINEERING. - ISSN 2632-6736. - 5:(2024), pp. 1-30. [10.1017/dce.2024.31] | 1-gen-2024 | Magri, Luca + | DCE_2400031 1..30.pdf |
| Inferring unknown unknowns: Regularized bias-aware ensemble Kalman filter / Novoa, A., Racca, A., Magri, L.. - In: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING. - ISSN 0045-7825. - 418:Part A(2024), pp. 1-28. [10.1016/j.cma.2023.116502] | 1-gen-2024 | Magri L. + | 1-s2.0-S0045782523006266-main.pdf |
| Machine learning and physics-driven modelling and simulation of multiphase systems / Basha, N., Arcucci, R., Angeli, P., Anastasiou, C., Abadie, T., Quilodrán Casas, C., Chen, J., Cheng, S., Chagot, L., Galvanin, F., Heaney, C.E., Hossein, F., Hu, J., Kovalchuk, N., Kalli, M., Kahouadji, L., Kerhouant, M., Lavino, A., Liang, F., Nathanael, K., et al.. - In: INTERNATIONAL JOURNAL OF MULTIPHASE FLOW. - ISSN 0301-9322. - 179:(2024), pp. 1-18. [10.1016/j.ijmultiphaseflow.2024.104936] | 1-gen-2024 | Luca Magri + | 1-s2.0-S0301932224002131-main.pdf |
| Prediction of chaotic dynamics and extreme events: A recurrence-free quantum reservoir computing approach / Ahmed, O., Tennie, F., Magri, L.. - In: PHYSICAL REVIEW RESEARCH. - ISSN 2643-1564. - 6:4(2024), pp. 1-19. [10.1103/PhysRevResearch.6.043082] | 1-gen-2024 | Magri Luca + | PhysRevResearch.6.043082.pdf |
| A physics-based domain adaptation framework for modeling and forecasting building energy systems / Xuereb Conti, Z., Choudhary, R., Magri, L.. - In: DATA-CENTRIC ENGINEERING. - ISSN 2632-6736. - 4:4(2023), pp. 1-24. [10.1017/dce.2023.8] | 1-gen-2023 | Magri L. + | a-physics-based-domain-adaptation-framework-for-modeling-and-forecasting-building-energy-systems.pdf |
| Anomaly Detection in Optical Spectra VIA Joint Optimization / Rizzo, A.M., Magri, L., Invernizzi, P., Sozio, E., Piciaccia, S., Tanzi, A., Binetti, S., Alippi, C., Boracchi, G.. - ELETTRONICO. - (2023), pp. 1-5. (2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Rhodes Island (Greece) 04-10 June 2023) [10.1109/ICASSP49357.2023.10096609]. | 1-gen-2023 | Rizzo, Antonino MariaMagri, LucaAlippi, Cesare + | Anomaly_Detection_in_Optical_Spectra_VIA_Joint_Optimization.pdf; Anomaly_Detection_in_Optical_Spectra_Via_Joint_Optimization_.pdf |
| Bayesian Optimization of the Layout of Wind Farms with a High-Fidelity Surrogate Model / Bempedelis, N., Magri, L.. - 4:(2023), pp. 344-352. (23rd International Conference on Computational Science, ICCS 2023 Prague (cze) July 3–5, 2023) [10.1007/978-3-031-36027-5_26]. | 1-gen-2023 | Magri, Luca + | Computational Science – ICCS 2023.pdf |
| Compositional noise in nozzles with dissipation / Jain, A., Magri, L.. - In: JOURNAL OF FLUID MECHANICS. - ISSN 0022-1120. - 963:(2023), pp. 1-27. [10.1017/jfm.2023.240] | 1-gen-2023 | Magri L. + | compositional-noise-in-nozzles-with-dissipation.pdf |
| Convolutional Autoencoder for the Spatiotemporal Latent Representation of Turbulence / Doan, N.A.K., Racca, A., Magri, L.. - 14076 - 4:(2023), pp. 328-335. (23rd International Conference on Computational Science, ICCS 2023 Prague (cze) July 3–5, 2023) [10.1007/978-3-031-36027-5_24]. | 1-gen-2023 | Magri, Luca + | Computational Science – ICCS 2023.pdf |
| Data-driven modeling for drop size distributions / Traverso, T., Abadie, T., Matar, O.K., Magri, L.. - In: PHYSICAL REVIEW FLUIDS. - ISSN 2469-990X. - 8:10(2023), pp. 1-21. [10.1103/PhysRevFluids.8.104302] | 1-gen-2023 | Magri L. + | PhysRevFluids.8.104302.pdf |
| Data-Driven Stability Analysis of a Chaotic Time-Delayed System / Margazoglou, G., Magri, L.. - 14076 - 4:(2023), pp. 406-413. (23rd International Conference on Computational Science, ICCS 2023 Prague (Cze) July 3–5, 2023) [10.1007/978-3-031-36027-5_31]. | 1-gen-2023 | Magri, Luca + | Computational Science – ICCS 2023.pdf; 2303.03112v1.pdf |
| Drop count and size of 38 numerical simulation of a flat fan spray / Traverso, T., Abadie, T., Matar, O.K., Magri, L.. - (2023). [10.5281/zenodo.8370638] | 1-gen-2023 | Magri, Luca + | - |
| Event Detection in Optical Signals via Domain Adaptation / Rizzo, A.M., Magri, L., Invernizzi, P., Sozio, E., Aquaro, G., Binetti, S., Alippi, C., Boracchi, G.. - ELETTRONICO. - (2023), pp. 1435-1439. (EUropean SIgnal Processing COnference (EUSIPCO) Helsinki (Finland) September 4-8, 2023) [10.23919/EUSIPCO58844.2023.10289940]. | 1-gen-2023 | Antonino Maria RizzoLuca Magri + | rizzo_eusipco2023.pdf; Event_Detection_in_Optical_Signals_via_Domain_Adaptation.pdf |
| Hard-constrained neural networks for modeling nonlinear acoustics / Ozan, D.E., Magri, L.. - In: PHYSICAL REVIEW FLUIDS. - ISSN 2469-990X. - 8:10(2023), pp. 1-33. [10.1103/PhysRevFluids.8.103201] | 1-gen-2023 | Magri L. + | PhysRevFluids.8.103201.pdf |
| Indirect noise from weakly reacting inhomogeneities / Jain, A., Giusti, A., Magri, L.. - In: JOURNAL OF FLUID MECHANICS. - ISSN 0022-1120. - 965:(2023), pp. 1-26. [10.1017/jfm.2023.396] | 1-gen-2023 | Magri L. + | indirect-noise-from-weakly-reacting-inhomogeneities (2).pdf |
| Linear Flow Analysis Inspired by Mathematical Methods from Quantum Mechanics / Magri, L., Schmid Peter, J., Moeck Jonas, P.. - In: ANNUAL REVIEW OF FLUID MECHANICS. - ISSN 0066-4189. - 55:(2023), pp. 541-574. [10.1146/annurev-fluid-031022-044209] | 1-gen-2023 | Magri Luca + | annurev-fluid-031022-044209.pdf |
| Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos / Özalp, E., Margazoglou, G., Magri, L.. - 14076 - 4:(2023), pp. 382-389. (23rd International Conference on Computational Science, ICCS 2023 Prague (cze) July 3–5, 2023) [10.1007/978-3-031-36027-5_29]. | 1-gen-2023 | Magri, Luca + | Computational Science – ICCS 2023.pdf |