Alessandro Parente

According to our database, Alessandro Parente authored at least 13 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Improving reduced-order models through nonlinear decoding of projection-dependent outputs.

Kamila Zdybal, Alessandro Parente, James C. Sutherland

Patterns, November, 2023

PCAfold 2.0 - Novel tools and algorithms for low-dimensional manifold assessment and optimization.

Kamila Zdybal, Elizabeth Armstrong, Alessandro Parente, James C. Sutherland

SoftwareX, July, 2023

An extended SST k-ω framework for the RANS simulation of the neutral Atmospheric Boundary Layer.

Marco Bellegoni, Léo Cotteleer, Sampath Kumar Raghunathan Srikumar, Gabriele Mosca, Alessandro Gambale, Leonardo Tognotti, Chiara Galletti, Alessandro Parente

Environ. Model. Softw., February, 2023

A predictive physics-aware hybrid reduced order model for reacting flows.

Adrián Corrochano, Rodolfo S. M. Freitas, Alessandro Parente, Soledad Le Clainche

CoRR, 2023

2022

Improving aircraft performance using machine learning: a review.

Soledad Le Clainche, Esteban Ferrer, Sam Gibson, Elisabeth Cross, Alessandro Parente, Ricardo Vinuesa

CoRR, 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

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

2021

OptiSMOKE++: A toolbox for optimization of chemical kinetic mechanisms.

Magnus Fürst, Andrea Bertolino, Alberto Cuoci, Tiziano Faravelli, Alessio Frassoldati, Alessandro Parente

Comput. Phys. Commun., 2021

2020

PCAfold: Python software to generate, analyze and improve PCA-derived low-dimensional manifolds.

Kamila Zdybal, Elizabeth Armstrong, Alessandro Parente, James C. Sutherland

SoftwareX, 2020

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

Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

2019

Application of reduced-order models based on PCA & Kriging for the development of digital twins of reacting flow applications.

Gianmarco Aversano, Aurélie Bellemans, Zhiyi Li, Axel Coussement, Olivier Gicquel, Alessandro Parente

Comput. Chem. Eng., 2019

2018

Feature extraction and reduced-order modelling of nitrogen plasma models using principal component analysis.

Aurélie Bellemans, Gianmarco Aversano, Axel Coussement, Alessandro Parente

Comput. Chem. Eng., 2018

2013

Principal Component Analysis on a LES of a Squared Ribbed Channel.

Soledad Le Clainche Martínez, Carlo Benocci, Alessandro Parente

Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013