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	<title>multi-layer reservoir &#8211; BIOENGINEER.ORG</title>
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		<title>AI Learns the Hidden Plumbing of Oilfields to Fine-Tune Water Injection Well by Well</title>
		<link>https://bioengineer.org/ai-learns-the-hidden-plumbing-of-oilfields-to-fine-tune-water-injection-well-by-well/</link>
		
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		<pubDate>Sat, 17 Oct 2026 09:13:11 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[digital oilfield]]></category>
		<category><![CDATA[fault-block reservoir]]></category>
		<category><![CDATA[heterogeneous graph neural networks]]></category>
		<category><![CDATA[HG-KAN]]></category>
		<category><![CDATA[injection-rate allocation]]></category>
		<category><![CDATA[Kolmogorov–Arnold Networks]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[multi-layer reservoir]]></category>
		<category><![CDATA[physics-guided machine learning]]></category>
		<category><![CDATA[reservoir optimization]]></category>
		<category><![CDATA[surrogate modeling]]></category>
		<category><![CDATA[waterflooding]]></category>
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					<description><![CDATA[A new heterogeneous graph Kolmogorov-Arnold network called HG-KAN predicts how water injected into layered oil reservoirs will perform, achieving high accuracy and fast inference on real fault-block field data.]]></description>
		
		
		
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