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, Luca. - 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 |
| Data-driven optimisation of wind farm layout and wake steering with large-eddy simulations / Bempedelis, N.; Gori, F.; Wynn, A.; Laizet, S.; Magri, Luca. - 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, Yaxin; Traverso, Tullio; Magri, Luca. - 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, 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. - 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, Osama; Tennie, Felix; Magri, Luca. - 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, Luca; 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, Animesh; Magri, Luca. - 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, Felicitas; Magri, Luca; Polifke, Wolfgang. - 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 |