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Alaa Elsafi

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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Accelerating Reflective Coating Design with Explainable Machine Learning for Harsh Environmental Applications

Number of pages: 15 Posted: 15 Oct 2025
Kevin Kunjukutty Thomas, Amith Khandakar, Alaa Elsafi, Brahim Aissa, Mohammad Istiaque Hossain, Puvaneswaran Chelvanathan and Mohamed Arselene Ayari
Qatar University, Qatar University, affiliation not provided to SSRN, Hamad Bin Khalifa University - Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University, The National University of Malaysia (UKM) and Qatar University
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Abstract:

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Anti-reflection coatings, optical properties, Machine Learning (ML), Explainable AI (XAI), Partial Dependence Plots (PDP)