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- Journal publications
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- Chapters in Books
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- Contributions to conferences as of 2016
Journal publications and computer science conferences
Reconstructing unsteady flows from sparse, noisy measurements with a physics-constrained convolutional neural network
Mo, Y. & Magri, L.
under review, Physical Review Fluids
Download: preprint
Optimal training of finitely-sampled quantum reservoir computers for forecasting of chaotic dynamics
Ahmed, O, Tennie, F. & Magri, L.
under review, Quantum Machine Intelligence
Download: preprint
Computing distances and means on manifolds with a metric-constrained Eikonal approach
Kelshaw, D. & Magri, L.
under review, Proceedings of the Royal Society A
Download: preprint
Solving nonlinear differential equations on Quantum Computers: A Fokker-Planck approach
Tennie, F. & Magri,
under review, Quantum
Download: preprint
Extracting self-similarity from data
Bempedelis, N., Magri, L. & Steiros, K.
under review
Download: preprint
Physics-constrained convolutional neural networks for inverse problems in spatiotemporal partial differential equations
Kelshaw, D. & Magri, L.
Data-centric engineering, accepted for publication, to appear.
Download: preprint
Quantum computing for nonlinear differential equations and turbulence
Tennie, F., Laizet, S., Lloyd, S. & Magri, L.
Nature Reviews Physics, accepted for publication, to appear.
Download: preprint
A real-time digital twin of azimuthal thermoacoustic instabilities
Nóvoa, A., Noiray, N., Dawson, J. & Magri, L.
Journal of Fluid Mechanics, accepted for publication, to appear.
Download: preprint
Prediction of chaotic dynamics and extreme events: A recurrence-free quantum reservoir computing approach
Ahmed, O, Tennie, F. & Magri, L.
Phys. Rev. Research 6, 043082, 2024.
Download: open access
Data-driven computation of adjoint sensitivities without adjoint solvers: An application to thermoacoustics
Ozan, D. & Magri, L.
Physical Review Fluids, 9, 103902, 2024.
Download: open access
Machine Learning and Physics-Driven Modelling and Simulation of Multiphase Systems
Basha, N. & et al.
International Journal of Multiphase Flow, 179, 104936.
Download: published
Decoder decomposition for the analysis of the latent space of nonlinear autoencoders with wind-tunnel experimental data
Mo, Y. & Magri, L.
Data-Centric Engineering, accepted for publication, to appear.
Download: preprint
Adjoint Sensitivities of Chaotic Flows without Adjoint Solvers: A Data-Driven Approach
Ozan, D. & Magri, L., accepted for publication in ICCS Lecture Notes in Computer Science (2024), to appear.
Download: preprint
Data-driven optimisation of wind farm layout and wake steering with large-eddy simulations
Bempedelis, N, Gory, F., Wynn, A., Laizet, S. & Magri, L.
Wind Energy Science, 9, 869–882, 2024.
Download: open access
Inferring unknown unknowns: Regularized bias-aware ensemble Kalman filter
Nóvoa, A, Racca, A. & Magri, L.
Computer Methods in Applied Mechanics and Engineering (2023), Vol. 418, Part A, 116502.
Download: open access
Predicting turbulent dynamics with the convolutional autoencoder echo state network
Racca, A., Doan, N. A. K & Magri, L.
Journal of Fluid Mechanics (2023), vol. 975, A2.
Download: open access
Data-driven modelling for drop size distributions
Traverso, T., Abadie, T., Matar, O.K. & Magri, L.
Physical Review Fluids (2023), 8, 104302.
Download: open access
Hard-constrained neural networks for modelling nonlinear acoustics
Ozan, D. E. & Magri, L.
Physical Review Fluids (2023), 8, 103201.
Download: open access
Control-aware echo state networks (Ca-ESN) for the suppression of extreme events
Racca, A & Magri, L.
NeurIPS for Machine Learning and the Physical Sciences (2023).
Download: preprint
Short and straight: Geodesics on differentiable manifolds
Kelshaw, D. & Magri, L.
NeurIPS for Machine Learning and the Physical Sciences (2023).
Download: preprint
Reconstruction, forecasting, and stability of chaotic dynamics from partial data
Özalp, E., Margazoglou, G. & Magri, L.
Chaos (2023), 33, 093107.
Download: open access
Linear flow analysis inspired by mathematical methods from quantum mechanics
Magri, L., Schmid, P. J. & Moeck, J. P.
Annual Review of Fluid Mechanics (2023), 55 (1), pp. 541--574.
Download: open access
Indirect noise from weakly reacting inhomogeneities
Jain, A. & Magri, L.
Journal of Fluid Mechanics (2023), vol. 965, A9.
Download: open access
Compositional noise in nozzles with dissipation
Jain, A. & Magri, L.
Journal of Fluid Mechanics (2023), vol 963, A11.
Download: open access
A physics-based domain adaptation framework for modeling and forecasting building energy systems
Xuereb Conti Z., Choudhary, R. & Magri, L.
Data-Centric Engineering (2023), vol. 4, e10.
Download: open access
Stability analysis of chaotic systems from data
Margazoglou, G. & Magri, L.
Nonlinear dynamics (2023), 111, pp. 8799–8819.
Download: open access
Convolutional autoencoder for the spatiotemporal latent representation of turbulence
Doan, N.A.K., Racca, A. & Magri, L.
ICCS Lecture Notes in Computer Science (2023), vol 10476, pp 328–335.
Download: published
Bayesian optimization of the layout of wind farms with a high-fidelity surrogate model
Bempedelis, N. & Magri, L.
ICCS Lecture Notes in Computer Science (2023), vol 10476, pp. 344–352.
Download: published
Data-driven stability analysis of a chaotic time-delayed system
Margazoglou, G. & Magri, L.
ICCS Lecture Notes in Computer Science (2023), vol 10476, pp 406–413.
Download: published
Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos
Özalp, E., Margazoglou, G. & Magri, L.
ICCS Lecture Notes in Computer Science (2023), vol 10476, pp 382–389.
Download: published
Physics-Informed Convolutional Neural Networks for Corruption Removal on Dynamical Systems
Kelshaw, D. & Magri, L.
NeurIPS for Machine Learning and the Physical Sciences (2022).
Download: preprint
Physics-Informed CNNs for Super-Resolution of Sparse Observations on Dynamical Systems
Kelshaw, D., Rigas, G. & Magri, L.
NeurIPS for Machine Learning and the Physical Sciences (2022).
Download: preprint
Data-driven prediction and control of extreme events in a chaotic flow
Racca, A. & Magri, L.
Physical Review Fluids (2022), 7, 104402.
Download: preprint, published
Real-time thermoacoustic data assimilation
Nóvoa, A. & Magri, L.
Journal of Fluid Mechanics (2022), 948, A35.
Download: preprint, published
Sound Generation in Multicomponent Nozzle Flows With Dissipation
Jain, A. & Magri, L.
Journal of Engineering for Gas Turbines and Power (2022), 145(5): 051003.
Download: published
Statistical prediction of extreme events from small datasets
Racca, A. & Magri, L.
Lecture Notes in Computer Science, LNCS (2022), vol. 13352, pp 707–713.
Download: preprint, published
A physical model for indirect noise in non-isentropic nozzles: Transfer functions and stability
Jain, A. & Magri, L.
Journal of Fluid Mechanics (2022), vol. 935, A33.
Download: open access
Gradient-free optimization of chaotic acoustics with reservoir computing
Huhn, F. & Magri, L.
Physical Review Fluids (2022), 7, 014402.
Download: preprint, published
A hybrid adjoint network model for thermoacoustic optimization
Schaefer, F., Magri, L. & Polifke, W.
Journal of Engineering for Gas Turbines and Power (2022), 144(3): 031017.
Download: preprint, published
Short- and long-term prediction of chaotic flows and extreme events: A physics-constrained reservoir computing approach
Doan, N. A. K., Polifke, W. & Magri, L.
Proceedings of the Royal Society A (2021), 477:20210135.
Download: published (open access)
Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics
Racca, A & Magri, L.
Neural networks (2021), vol.142, pp. 252-268.
Download: preprint, published
Auto-Encoded Reservoir Computing for Turbulence Learning
Doan, N. A. K., Polifke, W. & Magri, L.
Lecture notes in computer science (2021), vol.12746, pp. 344-351.
Download: preprint, published
Automatic-differentiated physics-informed echo state network
Racca, A. & Magri, L.
Lecture notes in computer science (2021), vol.12746, pp. 323-329.
Download: preprint, published
Using adjoint-based optimization to enhance ignition in non-premixed jets
Qadri, U. A., Magri, L., Ihme, M. & Schmid, P. J.
Proceedings of the Royal Society A (2021), 477.2245: 20200472.
Download: preprint, published
Compositional and entropic noise generated in subsonic non-isentropic nozzles
De Domenico, F., Rolland, E., Rodrigues, J., Magri, L., & Hochgreb, S.
Journal of Fluid Mechanics (2021), vol. 910, A5.
Download: published (open access)
A data-driven kinematic model of a ducted premixed flame
Yu, H., Juniper, M. P. & Magri, L.
Proceedings of the Combustion Institute (2021), 38(4), pp. 6231-6239.
Download: preprint, published
Physics-informed echo state networks
Doan, N. A. K., Polifke, W. & Magri, L.
Journal of Computational Science (2020), vol. 47, 101237.
Download: preprint, published
Degenerate perturbation theory in thermoacoustics: high-order sensitivities and exceptional points
Orchini, A., Magri, L., Silva, C. F., Mensah, G. & Moeck, J. P.
Journal of Fluid Mechanics (2020), vol. 903, A37.
Download: preprint, published
Learning ergodic averages in chaotic systems
Huhn, F. & Magri, L.
Lecture Notes in Computer Science, LNCS, (2020), vol. 12142, pp. 124-132.
Download: preprint, published
Learning hidden variables in a chaotic system: A physics-informed echo state network approach
Doan, N. A. K., Polifke, W. & Magri, L.
Lecture Notes in Computer Science, LNCS, (2020), vol. 12142, pp. 117-123.
Download: preprint, published
Optimisation of chaotically perturbed acoustic limit cycles
Huhn, F. & Magri, L.
Nonlinear dynamics (2020), vol. 100, pp. 1641-1657.
Download: preprint, published version
Sensitivity of the Rayleigh criterion in thermoacoustics
Magri, L., Juniper, M. P. & Moeck, J. P.
Journal of Fluid Mechanics (Rapids) (2020), vol. 882, R1.
Download: preprint, published version
Stability, sensitivity and optimisation of chaotic acoustic oscillations
Huhn, F. & Magri, L.
Journal of Fluid Mechanics (2020), vol. 882, A24.
Download: preprint, published version
Combined state and parameter estimation in level-set methods
Yu, H., Juniper, M. & Magri, L.
Journal of Computational Physics (2019), vol. 399, 108950.
Download: preprint, published version.
Data assimilation and optimal calibration in nonlinear models of flame dynamics
Yu, H., Jaravel, T., Juniper, M., Ihme, M. & Magri, L.
Journal of Engineering for Gas Turbines and Power (2019), 141(12), 121010.
Download: preprint, published version
Physics-informed echo state networks for chaotic systems forecasting
Doan, N. A. K, Polifke, W. & Magri, L.
Lecture Notes in Computer Science, LNCS, (2019), vol. 11539, pp. 192-198.
Download: preprint, published version
Data assimilation in a nonlinear time-delayed dynamical system with Lagrangian optimization
Traverso, T & Magri, L.
Lecture Notes in Computer Science, LNCS, (2019), vol. 11539, pp. 156-168.
Download: preprint, published version
Adjoint characteristic decomposition of one-dimensional waves
Magri, L.
Journal of Computational Physics (2019), vol. 388, pp. 454-461.
Download: preprint, published version.
Adjoint methods as design tools in thermoacoustics
Magri, L.
Applied Mechanics Reviews (2019), 71(2), 020801.
Download: preprint, published version.
Thermoacoustic modes of quasi-1D combustors in the region of marginal stability
Silva, C. F, Yong, K. J. & Magri, L.
Journal of Engineering for Gas Turbines and Power (2018), 141(2), 021022.
Download: preprint, published version.
Exceptional points in the thermoacoustic spectrum
Mensah, G., Magri, L., Silva, C., Buschmann, P. & Moeck, J.
Journal of Sound and Vibration (2018), vol. 433, pp. 124-128.
Download: preprint, published version
Effects of asymmetry on thermoacoustic modes in annular combustors: a higher-order perturbation study
Mensah, G., Magri, L., Orchini, A. & Moeck, J.
Journal of Engineering for Gas Turbines and Power (2018), 141(4), 041030.
Dowload: preprint, published version
Flow inhomogeneities in an aeronautical gas-turbine combustor: formation, evolution and indirect noise
Giusti, A., Magri, L. & Zedda, M.
Journal of Engineering for Gas Turbines and Power (2018), 141(1), 011502.
Dowload: preprint, published version
Methods for the calculation of thermoacoustic stability boundaries and Monte-Carlo free uncertainty quantification
Mensah, G., Magri, L. & Moeck, J.
Journal of Engineering for Gas Turbines and Power (2018), vol. 140(6), 061501.
Download: preprint, published version
On indirect noise in multicomponent nozzle flows
Magri, L.
Journal of Fluid Mechanics (2017), vol. 828, R2 (Rapids).
Download: preprint, published version
Lyapunov exponent as a metric for assessing the dynamic content and predictability of Large-Eddy Simulations
Nastac, G., Labahn, J, Magri, L. & Ihme, M.
Physical Review Fluids (2017), vol. 2(9), 094606.
Download: preprint, published version
Effects of nozzle Helmholtz number on indirect combustion noise by compositional perturbations
Magri, L., O'Brien & Ihme, M.
Journal of Engineering for Gas Turbines and Power (2017), vol. 140(3), 031501.
Download: preprint, published version
Adjoint-based sensitivity analysis of low-order thermoacoustic networks using a wave-based approach
Aguilar, J., Magri, L. & Juniper, M. P.
Journal of Computational Physics (2017), vol. 341, pp. 163-181.
Download: preprint, published version
Multiple-scale thermo-acoustic stability analysis of a coaxial jet combustor
Magri, L., Tammisola, O., See, Y. C., Ihme, M. & Juniper, M. P.
Proceedings of the Combustion Institute (2017), vol. 36(3), pp. 3863–3871.
Download: preprint, published version
Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part II. Uncertainty quantification
Magri, L., Bauerheim F., Nicoud, F. & Juniper, M. P.
Journal of Computational Physics (2016), vol 325, pp. 411-421.
Download: preprint, published version
Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part I. Sensitivity
Magri, L., Bauerheim F. & Juniper, M. P.
Journal of Computational Physics (2016), vol 325, pp. 395-410.
Download: preprint, published version
Uncertainty quantification of growth rates of thermoacoustic instability by an adjoint Helmholtz solver
Silva, C., Magri, L., Runte, T. & Polifke, W.
Journal of Engineering for Gas Turbines and Power (2016), vol 139(1), pp. 011901.
Download: preprint, published version
Compositional inhomogeneities as a source of indirect combustion noise
Magri, L., O'Brien, J. & Ihme, M.
Journal of Fluid Mechanics (2016), vol. 799, R4 (Rapids).
Download: preprint, published version
Global modes, receptivity, and sensitivity analysis of diffusion flames coupled with duct acoustics
Magri, L. & Juniper, M. P.
Journal of Fluid Mechanics (2014), vol. 752, pp. 237-265.
Download: preprint, published version
Adjoint-based linear analysis in reduced-order thermo-acoustic models
Magri, L. & Juniper, M. P.
International Journal of Spray and Combustion Dynamics (2014), vol. 6(3), pp. 225-246.
Download: preprint, published version
Non-normality in combustion-acoustic interaction of diffusion flames: a critical revision
Magri, L., Balasubramanian, K., Sujith, R. I. & Juniper, M. P.
Journal of Fluid Mechanics (2013), vol. 733, pp. 681-683.
Download: preprint, published version
On the use of the theory of dynamical systems for transient problems
Galvanetto, U. & Magri, L.
Nonlinear Dynamics (2013), vol. 74(1), pp 373-380.
Download: preprint, published version
Sensitivity analysis of a time-delayed thermo-acoustic system via an adjoint-based approach
Magri, L. & Juniper, M. P.
Journal of Fluid Mechanics (2013), vol. 719, pp. 183-202.
Download: preprint, published version
A theoretical approach for passive control of thermo-acoustic oscillations: application to ducted flames
Magri, L. & Juniper, M. P
Journal of Engineering for Gas Turbines and Power (2013), vol. 135(9), 091604.
Download: published version
Example of a non-smooth Hopf bifurcation in an aero-elastic system
Magri, L. & Galvanetto, U.
Mechanics Research Communications (2012), vol. 40, pp. 26-33.
Download: preprint, published version
Mo, Y. & Magri, L.
under review, Physical Review Fluids
Download: preprint
Optimal training of finitely-sampled quantum reservoir computers for forecasting of chaotic dynamics
Ahmed, O, Tennie, F. & Magri, L.
under review, Quantum Machine Intelligence
Download: preprint
Computing distances and means on manifolds with a metric-constrained Eikonal approach
Kelshaw, D. & Magri, L.
under review, Proceedings of the Royal Society A
Download: preprint
Solving nonlinear differential equations on Quantum Computers: A Fokker-Planck approach
Tennie, F. & Magri,
under review, Quantum
Download: preprint
Extracting self-similarity from data
Bempedelis, N., Magri, L. & Steiros, K.
under review
Download: preprint
Physics-constrained convolutional neural networks for inverse problems in spatiotemporal partial differential equations
Kelshaw, D. & Magri, L.
Data-centric engineering, accepted for publication, to appear.
Download: preprint
Quantum computing for nonlinear differential equations and turbulence
Tennie, F., Laizet, S., Lloyd, S. & Magri, L.
Nature Reviews Physics, accepted for publication, to appear.
Download: preprint
A real-time digital twin of azimuthal thermoacoustic instabilities
Nóvoa, A., Noiray, N., Dawson, J. & Magri, L.
Journal of Fluid Mechanics, accepted for publication, to appear.
Download: preprint
Prediction of chaotic dynamics and extreme events: A recurrence-free quantum reservoir computing approach
Ahmed, O, Tennie, F. & Magri, L.
Phys. Rev. Research 6, 043082, 2024.
Download: open access
Data-driven computation of adjoint sensitivities without adjoint solvers: An application to thermoacoustics
Ozan, D. & Magri, L.
Physical Review Fluids, 9, 103902, 2024.
Download: open access
Machine Learning and Physics-Driven Modelling and Simulation of Multiphase Systems
Basha, N. & et al.
International Journal of Multiphase Flow, 179, 104936.
Download: published
Decoder decomposition for the analysis of the latent space of nonlinear autoencoders with wind-tunnel experimental data
Mo, Y. & Magri, L.
Data-Centric Engineering, accepted for publication, to appear.
Download: preprint
Adjoint Sensitivities of Chaotic Flows without Adjoint Solvers: A Data-Driven Approach
Ozan, D. & Magri, L., accepted for publication in ICCS Lecture Notes in Computer Science (2024), to appear.
Download: preprint
Data-driven optimisation of wind farm layout and wake steering with large-eddy simulations
Bempedelis, N, Gory, F., Wynn, A., Laizet, S. & Magri, L.
Wind Energy Science, 9, 869–882, 2024.
Download: open access
Inferring unknown unknowns: Regularized bias-aware ensemble Kalman filter
Nóvoa, A, Racca, A. & Magri, L.
Computer Methods in Applied Mechanics and Engineering (2023), Vol. 418, Part A, 116502.
Download: open access
Predicting turbulent dynamics with the convolutional autoencoder echo state network
Racca, A., Doan, N. A. K & Magri, L.
Journal of Fluid Mechanics (2023), vol. 975, A2.
Download: open access
Data-driven modelling for drop size distributions
Traverso, T., Abadie, T., Matar, O.K. & Magri, L.
Physical Review Fluids (2023), 8, 104302.
Download: open access
Hard-constrained neural networks for modelling nonlinear acoustics
Ozan, D. E. & Magri, L.
Physical Review Fluids (2023), 8, 103201.
Download: open access
Control-aware echo state networks (Ca-ESN) for the suppression of extreme events
Racca, A & Magri, L.
NeurIPS for Machine Learning and the Physical Sciences (2023).
Download: preprint
Short and straight: Geodesics on differentiable manifolds
Kelshaw, D. & Magri, L.
NeurIPS for Machine Learning and the Physical Sciences (2023).
Download: preprint
Reconstruction, forecasting, and stability of chaotic dynamics from partial data
Özalp, E., Margazoglou, G. & Magri, L.
Chaos (2023), 33, 093107.
Download: open access
Linear flow analysis inspired by mathematical methods from quantum mechanics
Magri, L., Schmid, P. J. & Moeck, J. P.
Annual Review of Fluid Mechanics (2023), 55 (1), pp. 541--574.
Download: open access
Indirect noise from weakly reacting inhomogeneities
Jain, A. & Magri, L.
Journal of Fluid Mechanics (2023), vol. 965, A9.
Download: open access
Compositional noise in nozzles with dissipation
Jain, A. & Magri, L.
Journal of Fluid Mechanics (2023), vol 963, A11.
Download: open access
A physics-based domain adaptation framework for modeling and forecasting building energy systems
Xuereb Conti Z., Choudhary, R. & Magri, L.
Data-Centric Engineering (2023), vol. 4, e10.
Download: open access
Stability analysis of chaotic systems from data
Margazoglou, G. & Magri, L.
Nonlinear dynamics (2023), 111, pp. 8799–8819.
Download: open access
Convolutional autoencoder for the spatiotemporal latent representation of turbulence
Doan, N.A.K., Racca, A. & Magri, L.
ICCS Lecture Notes in Computer Science (2023), vol 10476, pp 328–335.
Download: published
Bayesian optimization of the layout of wind farms with a high-fidelity surrogate model
Bempedelis, N. & Magri, L.
ICCS Lecture Notes in Computer Science (2023), vol 10476, pp. 344–352.
Download: published
Data-driven stability analysis of a chaotic time-delayed system
Margazoglou, G. & Magri, L.
ICCS Lecture Notes in Computer Science (2023), vol 10476, pp 406–413.
Download: published
Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos
Özalp, E., Margazoglou, G. & Magri, L.
ICCS Lecture Notes in Computer Science (2023), vol 10476, pp 382–389.
Download: published
Physics-Informed Convolutional Neural Networks for Corruption Removal on Dynamical Systems
Kelshaw, D. & Magri, L.
NeurIPS for Machine Learning and the Physical Sciences (2022).
Download: preprint
Physics-Informed CNNs for Super-Resolution of Sparse Observations on Dynamical Systems
Kelshaw, D., Rigas, G. & Magri, L.
NeurIPS for Machine Learning and the Physical Sciences (2022).
Download: preprint
Data-driven prediction and control of extreme events in a chaotic flow
Racca, A. & Magri, L.
Physical Review Fluids (2022), 7, 104402.
Download: preprint, published
Real-time thermoacoustic data assimilation
Nóvoa, A. & Magri, L.
Journal of Fluid Mechanics (2022), 948, A35.
Download: preprint, published
Sound Generation in Multicomponent Nozzle Flows With Dissipation
Jain, A. & Magri, L.
Journal of Engineering for Gas Turbines and Power (2022), 145(5): 051003.
Download: published
Statistical prediction of extreme events from small datasets
Racca, A. & Magri, L.
Lecture Notes in Computer Science, LNCS (2022), vol. 13352, pp 707–713.
Download: preprint, published
A physical model for indirect noise in non-isentropic nozzles: Transfer functions and stability
Jain, A. & Magri, L.
Journal of Fluid Mechanics (2022), vol. 935, A33.
Download: open access
Gradient-free optimization of chaotic acoustics with reservoir computing
Huhn, F. & Magri, L.
Physical Review Fluids (2022), 7, 014402.
Download: preprint, published
A hybrid adjoint network model for thermoacoustic optimization
Schaefer, F., Magri, L. & Polifke, W.
Journal of Engineering for Gas Turbines and Power (2022), 144(3): 031017.
Download: preprint, published
Short- and long-term prediction of chaotic flows and extreme events: A physics-constrained reservoir computing approach
Doan, N. A. K., Polifke, W. & Magri, L.
Proceedings of the Royal Society A (2021), 477:20210135.
Download: published (open access)
Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics
Racca, A & Magri, L.
Neural networks (2021), vol.142, pp. 252-268.
Download: preprint, published
Auto-Encoded Reservoir Computing for Turbulence Learning
Doan, N. A. K., Polifke, W. & Magri, L.
Lecture notes in computer science (2021), vol.12746, pp. 344-351.
Download: preprint, published
Automatic-differentiated physics-informed echo state network
Racca, A. & Magri, L.
Lecture notes in computer science (2021), vol.12746, pp. 323-329.
Download: preprint, published
Using adjoint-based optimization to enhance ignition in non-premixed jets
Qadri, U. A., Magri, L., Ihme, M. & Schmid, P. J.
Proceedings of the Royal Society A (2021), 477.2245: 20200472.
Download: preprint, published
Compositional and entropic noise generated in subsonic non-isentropic nozzles
De Domenico, F., Rolland, E., Rodrigues, J., Magri, L., & Hochgreb, S.
Journal of Fluid Mechanics (2021), vol. 910, A5.
Download: published (open access)
A data-driven kinematic model of a ducted premixed flame
Yu, H., Juniper, M. P. & Magri, L.
Proceedings of the Combustion Institute (2021), 38(4), pp. 6231-6239.
Download: preprint, published
Physics-informed echo state networks
Doan, N. A. K., Polifke, W. & Magri, L.
Journal of Computational Science (2020), vol. 47, 101237.
Download: preprint, published
Degenerate perturbation theory in thermoacoustics: high-order sensitivities and exceptional points
Orchini, A., Magri, L., Silva, C. F., Mensah, G. & Moeck, J. P.
Journal of Fluid Mechanics (2020), vol. 903, A37.
Download: preprint, published
Learning ergodic averages in chaotic systems
Huhn, F. & Magri, L.
Lecture Notes in Computer Science, LNCS, (2020), vol. 12142, pp. 124-132.
Download: preprint, published
Learning hidden variables in a chaotic system: A physics-informed echo state network approach
Doan, N. A. K., Polifke, W. & Magri, L.
Lecture Notes in Computer Science, LNCS, (2020), vol. 12142, pp. 117-123.
Download: preprint, published
Optimisation of chaotically perturbed acoustic limit cycles
Huhn, F. & Magri, L.
Nonlinear dynamics (2020), vol. 100, pp. 1641-1657.
Download: preprint, published version
Sensitivity of the Rayleigh criterion in thermoacoustics
Magri, L., Juniper, M. P. & Moeck, J. P.
Journal of Fluid Mechanics (Rapids) (2020), vol. 882, R1.
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Stability, sensitivity and optimisation of chaotic acoustic oscillations
Huhn, F. & Magri, L.
Journal of Fluid Mechanics (2020), vol. 882, A24.
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Combined state and parameter estimation in level-set methods
Yu, H., Juniper, M. & Magri, L.
Journal of Computational Physics (2019), vol. 399, 108950.
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Data assimilation and optimal calibration in nonlinear models of flame dynamics
Yu, H., Jaravel, T., Juniper, M., Ihme, M. & Magri, L.
Journal of Engineering for Gas Turbines and Power (2019), 141(12), 121010.
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Physics-informed echo state networks for chaotic systems forecasting
Doan, N. A. K, Polifke, W. & Magri, L.
Lecture Notes in Computer Science, LNCS, (2019), vol. 11539, pp. 192-198.
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Data assimilation in a nonlinear time-delayed dynamical system with Lagrangian optimization
Traverso, T & Magri, L.
Lecture Notes in Computer Science, LNCS, (2019), vol. 11539, pp. 156-168.
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Adjoint characteristic decomposition of one-dimensional waves
Magri, L.
Journal of Computational Physics (2019), vol. 388, pp. 454-461.
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Adjoint methods as design tools in thermoacoustics
Magri, L.
Applied Mechanics Reviews (2019), 71(2), 020801.
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Thermoacoustic modes of quasi-1D combustors in the region of marginal stability
Silva, C. F, Yong, K. J. & Magri, L.
Journal of Engineering for Gas Turbines and Power (2018), 141(2), 021022.
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Exceptional points in the thermoacoustic spectrum
Mensah, G., Magri, L., Silva, C., Buschmann, P. & Moeck, J.
Journal of Sound and Vibration (2018), vol. 433, pp. 124-128.
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Effects of asymmetry on thermoacoustic modes in annular combustors: a higher-order perturbation study
Mensah, G., Magri, L., Orchini, A. & Moeck, J.
Journal of Engineering for Gas Turbines and Power (2018), 141(4), 041030.
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Flow inhomogeneities in an aeronautical gas-turbine combustor: formation, evolution and indirect noise
Giusti, A., Magri, L. & Zedda, M.
Journal of Engineering for Gas Turbines and Power (2018), 141(1), 011502.
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Methods for the calculation of thermoacoustic stability boundaries and Monte-Carlo free uncertainty quantification
Mensah, G., Magri, L. & Moeck, J.
Journal of Engineering for Gas Turbines and Power (2018), vol. 140(6), 061501.
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On indirect noise in multicomponent nozzle flows
Magri, L.
Journal of Fluid Mechanics (2017), vol. 828, R2 (Rapids).
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Lyapunov exponent as a metric for assessing the dynamic content and predictability of Large-Eddy Simulations
Nastac, G., Labahn, J, Magri, L. & Ihme, M.
Physical Review Fluids (2017), vol. 2(9), 094606.
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Effects of nozzle Helmholtz number on indirect combustion noise by compositional perturbations
Magri, L., O'Brien & Ihme, M.
Journal of Engineering for Gas Turbines and Power (2017), vol. 140(3), 031501.
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Adjoint-based sensitivity analysis of low-order thermoacoustic networks using a wave-based approach
Aguilar, J., Magri, L. & Juniper, M. P.
Journal of Computational Physics (2017), vol. 341, pp. 163-181.
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Multiple-scale thermo-acoustic stability analysis of a coaxial jet combustor
Magri, L., Tammisola, O., See, Y. C., Ihme, M. & Juniper, M. P.
Proceedings of the Combustion Institute (2017), vol. 36(3), pp. 3863–3871.
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Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part II. Uncertainty quantification
Magri, L., Bauerheim F., Nicoud, F. & Juniper, M. P.
Journal of Computational Physics (2016), vol 325, pp. 411-421.
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Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part I. Sensitivity
Magri, L., Bauerheim F. & Juniper, M. P.
Journal of Computational Physics (2016), vol 325, pp. 395-410.
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Uncertainty quantification of growth rates of thermoacoustic instability by an adjoint Helmholtz solver
Silva, C., Magri, L., Runte, T. & Polifke, W.
Journal of Engineering for Gas Turbines and Power (2016), vol 139(1), pp. 011901.
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Compositional inhomogeneities as a source of indirect combustion noise
Magri, L., O'Brien, J. & Ihme, M.
Journal of Fluid Mechanics (2016), vol. 799, R4 (Rapids).
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Global modes, receptivity, and sensitivity analysis of diffusion flames coupled with duct acoustics
Magri, L. & Juniper, M. P.
Journal of Fluid Mechanics (2014), vol. 752, pp. 237-265.
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Adjoint-based linear analysis in reduced-order thermo-acoustic models
Magri, L. & Juniper, M. P.
International Journal of Spray and Combustion Dynamics (2014), vol. 6(3), pp. 225-246.
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Non-normality in combustion-acoustic interaction of diffusion flames: a critical revision
Magri, L., Balasubramanian, K., Sujith, R. I. & Juniper, M. P.
Journal of Fluid Mechanics (2013), vol. 733, pp. 681-683.
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On the use of the theory of dynamical systems for transient problems
Galvanetto, U. & Magri, L.
Nonlinear Dynamics (2013), vol. 74(1), pp 373-380.
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Sensitivity analysis of a time-delayed thermo-acoustic system via an adjoint-based approach
Magri, L. & Juniper, M. P.
Journal of Fluid Mechanics (2013), vol. 719, pp. 183-202.
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A theoretical approach for passive control of thermo-acoustic oscillations: application to ducted flames
Magri, L. & Juniper, M. P
Journal of Engineering for Gas Turbines and Power (2013), vol. 135(9), 091604.
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Example of a non-smooth Hopf bifurcation in an aero-elastic system
Magri, L. & Galvanetto, U.
Mechanics Research Communications (2012), vol. 40, pp. 26-33.
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