Doan, Nguyen Anh Khoa;Magri, Luca
Autoencoded Reservoir Computing for the Spatio-Temporal Prediction of a Turbulent Flow
APS Division of Fluid Dynamics Meeting Abstracts
2021

Nóvoa, Andrea;Magri, Luca
Real-time thermoacoustic data assimilation
2021

Doan, N. A. K.;Polifke, W.;Magri, L.
Short- and long-term predictions of chaotic flows and extreme events: a physics-constrained reservoir computing approach
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
2021
477
2253
20210135

Jain, Animesh;Magri, Luca
A physical model for indirect noise in non-isentropic nozzles: transfer functions and stability
Journal of Fluid Mechanics
2022
935

Huhn, Francisco;Magri, Luca
Gradient-free optimization of chaotic acoustics with reservoir computing
Physical Review Fluids
2022
7
1

Racca, Alberto;Magri, Luca
Automatic-differentiated Physics-Informed Echo State Network (API-ESN)
Computational Science – ICCS 2021
Springer International Publishing
2021

Racca, Alberto;Magri, Luca
Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics
Neural Networks
2021
142
252-268

Schäfer, Felicitas;Magri, Luca;Polifke, Wolfgang
A Hybrid Adjoint Network Model for Thermoacoustic Optimization
Journal of Engineering for Gas Turbines and Power
2022
144
3

Doan, Nguyen Anh Khoa;Polifke, Wolfgang;Magri, Luca
A physics-aware machine to predict extreme events in turbulence
2019

Doan, Nguyen Anh Khoa;Polifke, Wolfgang;Magri, Luca
Auto-Encoded Reservoir Computing for Turbulence Learning
2021