Gianmarco Aversano

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Principal Component Analysis

Generative Model

Missing Data Imputation

Top Venues

Comput. Chem. Eng.

Publications

Houssem Eddine Souid, Lucas Ody, Youssef Achenchabe, Valentin Lemaire, Gianmarco Aversano, Sabri Skhiri
Temporal Graph Generative Models: An empirical study. EuroMLSys@EuroSys (2024)
Valentin Lemaire, Youssef Achenchabe, Lucas Ody, Houssem Eddine Souid, Gianmarco Aversano, Nicolas Posocco, Sabri Skhiri
SANGEA: Scalable and Attributed Network Generation. CoRR (2023)
Valentin Lemaire, Youssef Achenchabe, Lucas Ody, Houssem Eddine Souid, Gianmarco Aversano, Nicolas Posocco, Sabri Skhiri
SANGEA: Scalable and Attributed Network Generation. ACML (2023)
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)
Mahmoud Jarraya, Maher Marwani, Gianmarco Aversano, Ichraf Lahouli, Sabri Skhiri
AMI-Class: Towards a Fully Automated Multi-view Image Classifier. CAIP (2) (2021)
Gianmarco Aversano, Mahmoud Jarraya, Maher Marwani, Ichraf Lahouli, Sabri Skhiri
MIC: Multi-view Image Classifier using Generative Adversarial Networks for Missing Data Imputation. SSD (2021)
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)