Alessandro Parente

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 12

Top Topics

Dimensionality Reduction

Principal Component Analysis

Low Dimensional Manifolds

Top Venues

Comput. Chem. Eng.

Comput. Math. Appl.

Publications

Adrián Corrochano, Giuseppe D'Alessio, Alessandro Parente, Soledad Le Clainche
Hierarchical higher-order dynamic mode decomposition for clustering and feature selection. Comput. Math. Appl. 158 (2024)
Kamila Zdybal, Elizabeth Armstrong, Alessandro Parente, James C. Sutherland
PCAfold 2.0 - Novel tools and algorithms for low-dimensional manifold assessment and optimization. SoftwareX 23 (2023)
Adrián Corrochano, Rodolfo S. M. Freitas, Alessandro Parente, Soledad Le Clainche
A predictive physics-aware hybrid reduced order model for reacting flows. CoRR (2023)
Marco Bellegoni, Léo Cotteleer, Sampath Kumar Raghunathan Srikumar, Gabriele Mosca, Alessandro Gambale, Leonardo Tognotti, Chiara Galletti, Alessandro Parente
An extended SST k-ω framework for the RANS simulation of the neutral Atmospheric Boundary Layer. Environ. Model. Softw. 160 (2023)
Kamila Zdybal, Alessandro Parente, James C. Sutherland
Improving reduced-order models through nonlinear decoding of projection-dependent outputs. Patterns 4 (11) (2023)
Soledad Le Clainche, Esteban Ferrer, Sam Gibson, Elisabeth Cross, Alessandro Parente, Ricardo Vinuesa
Improving aircraft performance using machine learning: a review. CoRR (2022)
Kamila Zdybal, Giuseppe D'Alessio, Gianmarco Aversano, Mohammad Rafi Malik, Axel Coussement, James C. Sutherland, Alessandro Parente
Advancing Reacting Flow Simulations with Data-Driven Models. CoRR (2022)
Magnus Fürst, Andrea Bertolino, Alberto Cuoci, Tiziano Faravelli, Alessio Frassoldati, Alessandro Parente
OptiSMOKE++: A toolbox for optimization of chemical kinetic mechanisms. Comput. Phys. Commun. 264 (2021)
Giuseppe D'Alessio, Antonio Attili, Alberto Cuoci, Heinz Pitsch, Alessandro Parente
Unsupervised Data Analysis of Direct Numerical Simulation of a Turbulent Flame via Local Principal Component Analysis and Procustes Analysis. SOCO (2020)
Kamila Zdybal, Elizabeth Armstrong, Alessandro Parente, James C. Sutherland
PCAfold: Python software to generate, analyze and improve PCA-derived low-dimensional manifolds. SoftwareX 12 (2020)
Gianmarco Aversano, Aurélie Bellemans, Zhiyi Li, Axel Coussement, Olivier Gicquel, Alessandro Parente
Application of reduced-order models based on PCA & Kriging for the development of digital twins of reacting flow applications. Comput. Chem. Eng. 121 (2019)
Aurélie Bellemans, Gianmarco Aversano, Axel Coussement, Alessandro Parente
Feature extraction and reduced-order modelling of nitrogen plasma models using principal component analysis. Comput. Chem. Eng. 115 (2018)
Soledad Le Clainche Martínez, Carlo Benocci, Alessandro Parente
Principal Component Analysis on a LES of a Squared Ribbed Channel. SOCO-CISIS-ICEUTE (2013)