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Roda Bounaceur

University of Lorraine

SCHOLARLY PAPERS

2

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75

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1

Scholarly Papers (2)

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1.

Accurate Prediction of Ideal Gas Heat Capacity Cp(T) Using Machine Learning: Data Augmentation and Ensemble Learning for Robust Thermodynamic Modeling

Number of pages: 22 Posted: 10 Jan 2026
Roda Bounaceur, Francisco Carlos Paes, Jean-Noel Jaubert and Romain Privat
University of Lorraine, University of Lorraine, University of Lorraine - Laboratoire Réactions et Génie des Procédés and University of Lorraine - Laboratoire Réactions et Génie des Procédés
Downloads 39 (1,236,159)

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ideal gas, molar heat capacity, Neural Networks, Ensemble learning

2.

A Multimodal Learning Model Based on a Qspr Approach for the Estimation of Ron, Mon and Cn, for Any C, H, O Hydrocarbons

Number of pages: 60 Posted: 22 Jun 2024
Roda Bounaceur, Nicolas Barthélemy, Nicolas Delort, Olivier Herbinet and Frédérique Battin-Leclerc
University of Lorraine, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Lorraine - Laboratoire Réactions et Génie des Procédés and University of Lorraine - Laboratoire Réactions et Génie des Procédés
Downloads 36 (1,236,159)
Citation 1

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RON, MON, CN, Research Octane Number, Motor Octane Number, Cetane Number, Learning model, Artificial Neural Network, QSPR, Molecular Descriptors