ChargeBD constructs a 500-question ESS-LLM Benchmark from 50 RFB tasks and evaluates 16 MBTI-inspired persona agents on DeepSeek-V3-Plus to create capability and cognitive advantage matrices for guided battery engineering.
Modelling and estimation of vanadium redox flow batteries: a review.Batteries2022, 8, 121
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ChargeBD: Character-Aware Heterogeneous Agent Reasoning for Guided Engineering in Battery Development
ChargeBD constructs a 500-question ESS-LLM Benchmark from 50 RFB tasks and evaluates 16 MBTI-inspired persona agents on DeepSeek-V3-Plus to create capability and cognitive advantage matrices for guided battery engineering.