Gianmarco Aversano

发表

Development of physics-based reduced-order models for reacting flow applications

Gianmarco Aversano, G. Aversano, 2019 .

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

Zhiyi Li, Axel Coussement, Gianmarco Aversano, 2019, Comput. Chem. Eng..

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

Axel Coussement, Gianmarco Aversano, Aurélie Bellemans, 2018, Comput. Chem. Eng..

PCA and Kriging for the efficient exploration of consistency regions in Uncertainty Quantification

Axel Coussement, Gianmarco Aversano, Olivier Gicquel, 2019 .

Feature Extraction by means of Unsupervised Learning Techniques on LES Combustion Data

Alessandro Parente, Zhiyi Li, Gianmarco Aversano, 2018 .

Surrogate-Assisted Modeling and Robust Optimization of a micro Gas Turbine Plant with Carbon Capture

Simone Giorgetti, Ward De Paepe, Francesco Contino, 2019 .

FEATURE EXTRACTION BY MEANS OF LOCAL PRINCIPAL COMPONENT ANALYSIS ON DNS COMBUSTION DATA

Alessandro Parente, Gianmarco Aversano, Giuseppe D'Alessio, 2018 .

Numerical simulation of novel combustion technologies

Alessandro Parente, Zhiyi Li, Gianmarco Aversano, 2016 .

Combination of polynomial chaos and Kriging for reduced-order model of reacting flow applications

Francesco Contino, Axel Coussement, Gianmarco Aversano, 2021 .

MIC: Multi-view Image Classifier using Generative Adversarial Networks for Missing Data Imputation

Gianmarco Aversano, Sabri Skhiri, Ichraf Lahouli, 2021, 2021 18th International Multi-Conference on Systems, Signals & Devices (SSD).

AMI-Class: Towards a Fully Automated Multi-view Image Classifier

Gianmarco Aversano, Sabri Skhiri, Ichraf Lahouli, 2021, CAIP.

Application of Reduced-Order models based on the combination of PCA & Kriging on 1D flames

Axel Coussement, Gianmarco Aversano, Olivier Gicquel, 2017 .

Optimization of Chemical Kinetics for Methane and Biomass Pyrolysis Products in Moderate or Intense Low-Oxygen Dilution Combustion

Alessio Frassoldati, Gianmarco Aversano, Alessandro Parente, 2018, Energy & Fuels.