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	<title>carbon recycling &#8211; BIOENGINEER.ORG</title>
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		<title>Machine Learning Maps 10,000 Reactions to Reveal How Copper Turns CO2 into Fuel</title>
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		<pubDate>Sat, 10 Oct 2026 10:52:50 +0000</pubDate>
				<category><![CDATA[Chemistry]]></category>
		<category><![CDATA[carbon recycling]]></category>
		<category><![CDATA[Catalyst Design]]></category>
		<category><![CDATA[CO2 hydrogenation]]></category>
		<category><![CDATA[computational catalysis]]></category>
		<category><![CDATA[copper catalyst]]></category>
		<category><![CDATA[density functional theory]]></category>
		<category><![CDATA[hydrogen transfer]]></category>
		<category><![CDATA[kinetic modelling]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[methanol synthesis]]></category>
		<category><![CDATA[Nature Communications]]></category>
		<category><![CDATA[reaction networks]]></category>
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					<description><![CDATA[Researchers at the Indian Institute of Science built a machine learning framework mapping nearly 10,000 reactions in CO2 hydrogenation on copper, revealing overlooked pathways and correcting product predictions toward methanol.]]></description>
		
		
		
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