Magri, Luca;Doan, Anh Khoa
On interpretability and proper latent decomposition of autoencoders
2022

Doan, Nguyen Anh Khoa;Polifke, Wolfgang;Magri, Luca
Auto-Encoded Reservoir Computing for Turbulence Learning
Computational Science – ICCS 2021
Springer International Publishing
2021

Racca, Alberto;Doan, Nguyen Anh Khoa;Magri, Luca
Predicting turbulent dynamics with the convolutional autoencoder echo state network
Journal of Fluid Mechanics
2023
975

Doan, Nguyen Anh Khoa;Racca, Alberto;Magri, Luca
Convolutional Autoencoder for the Spatiotemporal Latent Representation of Turbulence
Computational Science – ICCS 2023
Springer Nature Switzerland
2023

Magri, Luca;Doan, Nguyen Anh Khoa
Physics-Informed Data-Driven Prediction of Turbulent Reacting Flows with Lyapunov Analysis and Sequential Data Assimilation
Data Analysis for Direct Numerical Simulations of Turbulent Combustion
Springer International Publishing
2020

Iavarone, Salvatore;Péquin, Arthur;Chen, Zhi X.;Doan, Nguyen Anh Khoa;Swaminathan, Nedunchezhian;Parente, Alessandro
An a priori assessment of the Partially Stirred Reactor (PaSR) model for MILD combustion
Proceedings of the Combustion Institute
2021
38
4
5403-5414

Tathawadekar, Nilam;Doan, Nguyen Anh Khoa;Silva, Camilo F.;Thuerey, Nils
Modeling of the nonlinear flame response of a Bunsen-type flame via multi-layer perceptron
Proceedings of the Combustion Institute
2021
38
4
6261-6269

Doan, N.A.K.;Bansude, S.;Osawa, K.;Minamoto, Y.;Lu, T.;Chen, J.H.;Swaminathan, N.
Identification of combustion mode under MILD conditions using Chemical Explosive Mode Analysis
Proceedings of the Combustion Institute
2021
38
4
5415-5422

Lesjak, Mathias;Doan, Nguyen Anh Khoa
Chaotic systems learning with hybrid echo state network/proper orthogonal decomposition based model
Data-Centric Engineering
2021
2

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