Unsupervised Data Analysis of Direct Numerical Simulation of a Turbulent Flame via Local Principal Component Analysis and Procustes Analysis. - Giuseppe D'Alessio; Antonio Attili; Alberto Cuoci; Heinz Pitsch; Alessandro Parente (SOCO, 2020)

Predicting octane numbers relying on principal component analysis and artificial neural network. - Steven Tipler; Giuseppe D'Alessio; Quentin Van Haute; Alessandro Parente; Francesco Contino; Axel Coussement (Comput. Chem. Eng., 2022)

Advancing Reacting Flow Simulations with Data-Driven Models. - Kamila Zdybal; Giuseppe D'Alessio; Gianmarco Aversano; Mohammad Rafi Malik; Axel Coussement; James C. Sutherland; Alessandro Parente (CoRR, 2022)

Hierarchical higher-order dynamic mode decomposition for clustering and feature selection. - Adrián Corrochano; Giuseppe D'Alessio; Alessandro Parente; Soledad Le Clainche (Comput. Math. Appl., 2024)