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Harnessing Physics-inspired Machine Learning to Design Nanocluster Catalysts for Dehydrogenating Liquid Organic Hydrogen Carriers

By Chuhong Lin and others at
LogoNanyang Technological University
Using liquid organic hydrogen carriers for the trans-oceanic shipment of hydrogen requires selective and low-cost dehydrogenation catalysts. Machine learning methods can accelerate the discovery of these catalysts. The state-of-the-art machine learning methods are however limited by challenges associated with building predictive models for large cyclic intermediates that adsorb and react... Show more
July 9, 2024
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Harnessing Physics-inspired Machine Learning to Design Nanocluster Catalysts for Dehydrogenating Liquid Organic Hydrogen Carriers
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