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Pietro Paolo Ciottoli

Sapienza University of Rome

SCHOLARLY PAPERS

4

DOWNLOADS

364

TOTAL CITATIONS

1

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:

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Climate-neutral mobility, Net-zero aviation, Sustainable aviation fuels (SAFs), Machine learning, Bayesian inference

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 69 (883,195)

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Sustainable Aviation Fuels (SAFs), Chemical kinetics, Bayesian
Optimization, Preferential Evaporation

3.

Lagrangian Analysis of Droplet Dynamics Using Computational Singular Perturbation

Number of pages: 29 Posted: 05 Sep 2023
Lorenzo Angelilli, Riccardo Malpica Galassi, Pietro Paolo Ciottoli, Francisco Hernandez, Mauro Valorani and Hong Im
University of Michigan at Ann Arbor, Sapienza University of Rome, Sapienza University of Rome, King Abdullah University of Science and Technology (KAUST), Sapienza University of Rome and King Abdullah University of Science and Technology (KAUST)
Downloads 66 (907,769)

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Spray, Evaporation, Tangential Stretching Rate, Fast/Slow decomposition

4.

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:

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Pseudoboiling, Liquid rocket engines, Transcritical combustion, Supercritical-pressure flow, Large-Eddy Simulation