Journal of chemical information and modeling
Agentic Knowledge Graphs of the LiFePO4 Cathode for Lithium Ion Battery: Balancing Discovery and Stability with LLMs.
Lee Bin Choi, Ohyeon Lee, Sanghun Lee
Published: 202610.1021/acs.jcim.5c02572
Abstract
Lithium iron phosphate (LiFePO4, LFP) has regained prominence as a cathode for lithium ion batteries thanks to its intrinsic safety, thermal stability, long cycle life, and cost advantages. We present an agentic knowledge-graph pipeline that converts…
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