Davide Cavalieri

Sapienza University of Rome

Piazzale Aldo Moro 5

Roma, 00185

Italy

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SCHOLARLY PAPERS

4

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321

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Scholarly Papers (4)

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1.

BayeSAF: Emulation and Design of Sustainable Alternative Fuels Via Bayesian Inference and Descriptors-Based Machine Learning

Number of pages: 22 Posted: 09 Dec 2024 Last Revised: 14 May 2026

Jacopo Liberatori, Davide Cavalieri, Matteo Blandino, Mauro Valorani and Pietro Paolo Ciottoli

Sapienza University of Rome, Sapienza University of Rome, Sapienza University of Rome, Sapienza University of Rome and Sapienza University of Rome

Downloads 172 (451,954)

Abstract:

2.

Multi-Component HyChem Kinetic Mechanism Generation using Trust-Region Bayesian Optimization

Number of pages: 44 Posted: 10 Oct 2025

Matteo Blandino, Davide Cavalieri, Jacopo Liberatori and Pietro Paolo Ciottoli

Sapienza University of Rome, Sapienza University of Rome, Sapienza University of Rome and Sapienza University of Rome

Downloads 70 (883,195)

Abstract:

3.

Characterization of Turbulent Pseudo-Boiling in Transcritical and Doubly-Transcritical Lox-Methane Flames

Number of pages: 23 Posted: 10 Feb 2025

Davide Cavalieri, Davide Schintu, Pietro Paolo Ciottoli, Pasquale Eduardo Lapenna and Francesco Creta

Sapienza University of Rome, Sapienza University of Rome, Sapienza University of Rome, Sapienza University of Rome and Sapienza University of Rome

Downloads 57 (1,000,027)

Citation 1

Abstract:

4.

Large Eddy Simulation and data-driven surrogate modeling of high-pressure cryogenic oxygen jets in crossflow

Number of pages: 22 Posted: 20 Feb 2026

Davide Schintu, Gianluigi Matias Sicat, Davide Cavalieri, Pasquale Eduardo Lapenna, Domenico Simone, Daniele Liuzzi and Francesco Creta

Sapienza University of Rome, affiliation not provided to SSRN, Sapienza University of Rome, Sapienza University of Rome, AVIO S.p.A, affiliation not provided to SSRN and Sapienza University of Rome

Downloads 22 (1,459,862)

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