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.
Physics-informed machine learning of redox flow battery based on a two-dimensional unit cell model.Journal of Power Sources2023, 584, 233548
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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.