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Giuseppe D'Alessio
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 3
Top Topics
Principal Component Analysis
Simulation Data
Discriminant Analysis
Ann Models
Top Venues
CoRR
SOCO
Comput. Chem. Eng.
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Publications
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Steven Tipler
,
Giuseppe D'Alessio
,
Quentin Van Haute
,
A. Parente
,
Francesco Contino
,
Axel Coussement
Predicting octane numbers relying on principal component analysis and artificial neural network.
Comput. Chem. Eng.
161 (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)
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)