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, Defne Ege; Magri, Luca. - 5:(2024), pp. 345-352. (Intervento presentato al convegno 24th International Conference on Computational Science, ICCS 2024 tenutosi a Malaga (Spain) nel 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, 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 |
| Anomaly Detection in Optical Spectra VIA Joint Optimization / Rizzo, Antonino Maria; Magri, Luca; Invernizzi, Pietro; Sozio, Enrico; Piciaccia, Stefano; Tanzi, Alberto; Binetti, Stefano; Alippi, Cesare; Boracchi, Giacomo. - ELETTRONICO. - (2023), pp. 1-5. (Intervento presentato al convegno 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) tenutosi a Rhodes Island (Greece) nel 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, Nikolaos; Magri, Luca. - 4:(2023), pp. 344-352. (Intervento presentato al convegno 23rd International Conference on Computational Science, ICCS 2023 tenutosi a Prague (cze) nel 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, Nguyen Anh Khoa; Racca, Alberto; Magri, Luca. - 14076 - 4:(2023), pp. 328-335. (Intervento presentato al convegno 23rd International Conference on Computational Science, ICCS 2023 tenutosi a Prague (cze) nel 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, Georgios; Magri, Luca. - 14076 - 4:(2023), pp. 406-413. (Intervento presentato al convegno 23rd International Conference on Computational Science, ICCS 2023 tenutosi a Prague, (Czech Republic) nel July 3–5, 2023) [10.1007/978-3-031-36027-5_31]. | 1-gen-2023 | Magri, Luca + | Computational Science – ICCS 2023.pdf |
| Drop count and size of 38 numerical simulation of a flat fan spray / Traverso, Tullio; Abadie, Thomas; Matar, Omar K.; Magri, Luca. - (2023). [10.5281/zenodo.8370638] | 1-gen-2023 | Magri, Luca + | - |
| Event Detection in Optical Signals via Domain Adaptation / Rizzo, ANTONINO MARIA; Magri, Luca; Invernizzi, Pietro; Sozio, Enrico; Aquaro, Gabriele; Binetti, Stefano; Alippi, Cesare; Boracchi, Giacomo. - ELETTRONICO. - (2023), pp. 1435-1439. (Intervento presentato al convegno EUropean SIgnal Processing COnference (EUSIPCO) tenutosi a Helsinki (Finland) nel 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, 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 |
| Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos / Özalp, Elise; Margazoglou, Georgios; Magri, Luca. - 14076 - 4:(2023), pp. 382-389. (Intervento presentato al convegno 23rd International Conference on Computational Science, ICCS 2023 tenutosi a Prague (cze) nel July 3–5, 2023) [10.1007/978-3-031-36027-5_29]. | 1-gen-2023 | Magri, Luca + | Computational Science – ICCS 2023.pdf |