Alessandro Parente

14 papers Journal 12Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Hierarchical higher-order dynamic mode decomposition for clustering and feature selection. Comput. Math. Appl. Adrián Corrochano, Giuseppe D'Alessio, Alessandro Parente, Soledad Le Clainche
2023	J	`jnl`	A predictive physics-aware hybrid reduced order model for reacting flows. CoRR Adrián Corrochano, Rodolfo S. M. Freitas, Alessandro Parente, Soledad Le Clainche
2023	J	`jnl`	An extended SST k-ω framework for the RANS simulation of the neutral Atmospheric Boundary Layer. Environ. Model. Softw. Marco Bellegoni, Léo Cotteleer, Sampath Kumar Raghunathan Srikumar, Gabriele Mosca, Alessandro Gambale, Leonardo Tognotti, Chiara Galletti, Alessandro Parente
2023	J	`jnl`	Improving reduced-order models through nonlinear decoding of projection-dependent outputs. Patterns Kamila Zdybal, Alessandro Parente, James C. Sutherland
2023	J	`jnl`	PCAfold 2.0 - Novel tools and algorithms for low-dimensional manifold assessment and optimization. SoftwareX Kamila Zdybal, Elizabeth Armstrong, Alessandro Parente, James C. Sutherland
2022	J	`jnl`	Advancing Reacting Flow Simulations with Data-Driven Models. CoRR Kamila Zdybal, Giuseppe D'Alessio, Gianmarco Aversano, Mohammad Rafi Malik, Axel Coussement, James C. Sutherland, Alessandro Parente
2022	J	`jnl`	Improving aircraft performance using machine learning: a review. CoRR Soledad Le Clainche, Esteban Ferrer, Sam Gibson, Elisabeth Cross, Alessandro Parente, Ricardo Vinuesa
2022	J	`jnl`	Predicting octane numbers relying on principal component analysis and artificial neural network. Comput. Chem. Eng. Steven Tipler, Giuseppe D'Alessio, Quentin Van Haute, Alessandro Parente, Francesco Contino, Axel Coussement
2021	J	`jnl`	OptiSMOKE++: A toolbox for optimization of chemical kinetic mechanisms. Comput. Phys. Commun. Magnus Fürst, Andrea Bertolino, Alberto Cuoci, Tiziano Faravelli, Alessio Frassoldati, Alessandro Parente
2020	J	`jnl`	PCAfold: Python software to generate, analyze and improve PCA-derived low-dimensional manifolds. SoftwareX Kamila Zdybal, Elizabeth Armstrong, Alessandro Parente, James C. Sutherland
2020	—	`conf`	Unsupervised Data Analysis of Direct Numerical Simulation of a Turbulent Flame via Local Principal Component Analysis and Procustes Analysis. SOCO Giuseppe D'Alessio, Antonio Attili, Alberto Cuoci, Heinz Pitsch, Alessandro Parente
2019	J	`jnl`	Application of reduced-order models based on PCA & Kriging for the development of digital twins of reacting flow applications. Comput. Chem. Eng. Gianmarco Aversano, Aurélie Bellemans, Zhiyi Li, Axel Coussement, Olivier Gicquel, Alessandro Parente
2018	J	`jnl`	Feature extraction and reduced-order modelling of nitrogen plasma models using principal component analysis. Comput. Chem. Eng. Aurélie Bellemans, Gianmarco Aversano, Axel Coussement, Alessandro Parente
2013	—	`conf`	Principal Component Analysis on a LES of a Squared Ribbed Channel. SOCO-CISIS-ICEUTE Soledad Le Clainche Martínez, Carlo Benocci, Alessandro Parente