Archivio Istituzionale della RicercaMAGRI, LUCA
MAGRI, LUCA
Dipartimento di Ingegneria Meccanica e Aerospaziale
100000
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.
Compositional noise in nozzles with dissipation
2023 Jain, A.; Magri, L.
Data-driven modeling for drop size distributions
2023 Traverso, T.; Abadie, T.; Matar, O. K.; Magri, L.
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.
Predicting turbulent dynamics with the convolutional autoencoder echo state network
2023 Racca, A.; Doan, N. A. K.; Magri, L.
Reconstruction, forecasting, and stability of chaotic dynamics from partial data
2023 Ozalp, E.; Margazoglou, G.; Magri, L.
Sound Generation in Multicomponent Nozzle Flows With Dissipation
2023 Jain, Animesh; Magri, Luca
Stability analysis of chaotic systems from data
2023 Margazoglou, G.; Magri, L.
A Hybrid Adjoint Network Model for Thermoacoustic Optimization
2022 Schäfer, Felicitas; Magri, Luca; Polifke, Wolfgang
A physical model for indirect noise in non-isentropic nozzles: Transfer functions and stability
2022 Jain, A.; Magri, L.
Data-driven prediction and control of extreme events in a chaotic flow
2022 Racca, A.; Magri, L.
Gradient-free optimization of chaotic acoustics with reservoir computing
2022 Huhn, F.; Magri, L.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 |
| Predicting turbulent dynamics with the convolutional autoencoder echo state network / Racca, A., Doan, N.A.K., Magri, L.. - In: JOURNAL OF FLUID MECHANICS. - ISSN 0022-1120. - 975:(2023), pp. 1-29. [10.1017/jfm.2023.716] | 1-gen-2023 | Magri L. + | predicting-turbulent-dynamics-with-the-convolutional-autoencoder-echo-state-network.pdf |
| Reconstruction, forecasting, and stability of chaotic dynamics from partial data / Ozalp, E., Margazoglou, G., Magri, L.. - In: CHAOS. - ISSN 1054-1500. - 33:9(2023), pp. 1-15. [10.1063/5.0159479] | 1-gen-2023 | Magri L. + | 093107_1_5.0159479.pdf |
| Sound Generation in Multicomponent Nozzle Flows With Dissipation / Jain, A., Magri, L.. - In: JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER. - ISSN 0742-4795. - 145:5(2023). [10.1115/1.4055761] | 1-gen-2023 | Magri Luca + | Sound Generation in Multicomponent Nozzle Flows With Dissipation.pdf |
| Stability analysis of chaotic systems from data / Margazoglou, G., Magri, L.. - In: NONLINEAR DYNAMICS. - ISSN 0924-090X. - 111:9(2023), pp. 8799-8819. [10.1007/s11071-023-08285-1] | 1-gen-2023 | Magri L. + | s11071-023-08285-1 (1).pdf |
| A Hybrid Adjoint Network Model for Thermoacoustic Optimization / Schäfer, F., Magri, L., Polifke, W.. - In: JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER. - ISSN 0742-4795. - 144:3(2022), pp. 1-9. [10.1115/1.4051959] | 1-gen-2022 | Magri Luca + | gtp_144_03_031017.pdf |
| A physical model for indirect noise in non-isentropic nozzles: Transfer functions and stability / Jain, A., Magri, L.. - In: JOURNAL OF FLUID MECHANICS. - ISSN 0022-1120. - 935:(2022), pp. 1-20. [10.1017/jfm.2022.27] | 1-gen-2022 | Magri L. + | a-physical-model-for-indirect-noise-in-non-isentropic-nozzles-transfer-functions-and-stability.pdf |
| Data-driven prediction and control of extreme events in a chaotic flow / Racca, A., Magri, L.. - In: PHYSICAL REVIEW FLUIDS. - ISSN 2469-990X. - 7:10(2022), pp. 1-24. [10.1103/PhysRevFluids.7.104402] | 1-gen-2022 | Magri L. + | PhysRevFluids.7.104402.pdf |
| Gradient-free optimization of chaotic acoustics with reservoir computing / Huhn, F., Magri, L.. - In: PHYSICAL REVIEW FLUIDS. - ISSN 2469-990X. - 7:1(2022), pp. 1-29. [10.1103/PhysRevFluids.7.014402] | 1-gen-2022 | Magri L. + | PhysRevFluids.7.014402.pdf; 2106.09780v2.pdf |