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Naji Alani

The Dow Chemical Company

Midland, MI

United States

  • The Dow Chemical Company

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Scholarly Papers (1)

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Machine Learning Optimization of Graft Polymerization of Amino-Vinyl Monomers onto Commercially Available Membranes for Atmospheric CO2 Extraction

Number of pages: 19 Posted: 23 Mar 2026
Naji Alani, Aiysha Ashfaq, Debbie Rothe, Julia Diane Schexnayder, Fred Bateman, Huong Giang Nguyen and Mohamad Al-Sheikhly
The Dow Chemical Company, affiliation not provided to SSRN, The Dow Chemical Company, affiliation not provided to SSRN, Government of the United States of America - National Institute of Standards and Technology, Government of the United States of America - National Institute of Standards and Technology (NIST) and University of Maryland
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Abstract:

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Radiation-Induced Graft Polymerization, Ionizing radiation, Machine learning, XGBoost, Bayesian Optimization, Gaussian Processes