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Vincenzo Vigna

affiliation not provided to SSRN

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Machine Learning as a Microscope: Uncovering Structure–Property Relationships in Polymeric Membranes for CO2 Separation

Number of pages: 33 Posted: 11 Nov 2025
Vincenzo Vigna, Mariagiulia Longo, Marcello Monteleone, Johannes Carolus Jansen, Mariolino Carta, C. Grazia Bezzu, Neil B. McKeown, Alessio Fuoco and Elena Tocci
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Swansea University, affiliation not provided to SSRN, University of Edinburgh, affiliation not provided to SSRN and National Research Council (CNR)
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Abstract:

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gas separation, imputation, machine learning, regression, exaplainable machine learning