Three NMC811-derived cathode materials proposed by an expert-guided LLM pipeline were synthesized and showed 160 to 174 mAh/g reversible capacity versus 135 mAh/g for NMC811.
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Expert-Guided LLM Reasoning for Battery Discovery: From AI-Driven Hypothesis to Synthesis and Characterization
Three NMC811-derived cathode materials proposed by an expert-guided LLM pipeline were synthesized and showed 160 to 174 mAh/g reversible capacity versus 135 mAh/g for NMC811.