Interpretable Yield Prediction of Supercritical CO <sub>2</sub> Extraction from Various Essential Oil Sources Using Optimized Machine Learning and PCA-Based Descriptors
Year: 2025
Type: article
Language: en
Topic: Phase Equilibria and Thermodynamics
Authors and affiliations:
raw_author_name: Mohamed Kouider Amar
raw_affiliation_strings: Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology
University Yahia Fares of Medea
Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology, University Yahia Fares of Medea, 26000 Medea, Algeria
raw_author_name: Mohamed Hentabli
raw_affiliation_strings: Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology
Laboratory of Vegetal Chemistry-Water-Energy, Hassiba Ben Bouali University of Chlef, Hay Essalem, P.O. Box 151, Chlef 02000, Algeria
Process Engineering Department, Faculty of Technology, Hassiba Ben Bouali University of Chlef, Hay Essalem, P.O. Box 151, Chlef 02000, Algeria
University Yahia Fares of Medea
Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology, University Yahia Fares of Medea, 26000 Medea, Algeria
raw_author_name: Nabil Touzout
raw_affiliation_strings: Department of Agronomy, Faculty of Sciences, Pole Urban Ouzera
University of Dr. Yahia Fares of Medea
Department of Agronomy, Faculty of Sciences, Pole Urban Ouzera, University of Dr. Yahia Fares of Medea, Medea 26000, Algeria
raw_author_name: Ilhem Bouaziz
raw_affiliation_strings: Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology
University Yahia Fares of Medea
Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology, University Yahia Fares of Medea, 26000 Medea, Algeria
raw_author_name: Soufiane Rahal
raw_affiliation_strings: Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology
University Yahia Fares of Medea
Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology, University Yahia Fares of Medea, 26000 Medea, Algeria
raw_author_name: Maamar Laidi
raw_affiliation_strings: Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology
University Yahia Fares of Medea
Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology, University Yahia Fares of Medea, 26000 Medea, Algeria
raw_author_name: Abdeltif Amrane
raw_affiliation_strings: Université Rennes
École Nationale Supérieure de Chimie de Rennes, CNRS, ISCR (Institut des Sciences Chimiques de Rennes) − UMR 6226
Université Rennes, École Nationale Supérieure de Chimie de Rennes, CNRS, ISCR (Institut des Sciences Chimiques de Rennes) - UMR 6226, 35700 Rennes, France
raw_author_name: Salah Hanini
raw_affiliation_strings: Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology
University Yahia Fares of Medea
Laboratory of Biomaterials and Transfer Phenomena, Theoretical and Computational Chemistry in Process Engineering Team, Faculty of Technology, University Yahia Fares of Medea, 26000 Medea, Algeria
raw_author_name: Jie Zhang
raw_affiliation_strings: Newcastle University
School of Engineering, Merz Court
School of Engineering, Merz Court, Newcastle University, Newcastle upon Tyne NE1 7RU, United Kingdom
raw_author_name: Muhammad Farhan Saeed
raw_affiliation_strings: Department of Environmental Sciences, COMSATS University Islamabad, Vehari Campus, Vehari 61100, Pakistan
raw_author_name: Aftab Jamal
raw_affiliation_strings: Department of Soil and Environmental Sciences, Faculty of Crop Production Sciences
The University of Agriculture
Department of Soil and Environmental Sciences, Faculty of Crop Production Sciences, The University of Agriculture, Peshawar 25130, Pakistan