First physics-informed machine learning framework for multi-objective optimization of elliptical mini-channel condensers: Integrating VOF-ETDRK4 CFD, gradient boosted surrogates, and SHAP-explainable design rules

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Authors: Diaa Alkhateeb, Yuriy V. Lyulin
Cited by: 1
References: 25

Fields of Study & Subjects

Model Reduction and Neural Networks Heat Transfer and Optimization Advanced Multi-Objective Optimization Algorithms

Publication details

Journal / source
International Journal of Thermal Sciences
Publisher
Elsevier BV
Volume
227
Pages
110939–110939
Publication date
25 April 2026
Language
EN