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Pouria Behnoudfar, Nan Chen

Public reference bibliography and cataloged PDF materials authored or published by Pouria Behnoudfar, Nan Chen.

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When Language Models Misinterpret Uncertainty in Earth System Mechanism Attribution

Year: 2026 • Source: arxiv.org • Listed PDF

Mechanistic attribution in Earth system science requires quantifying uncertainty and communicating its implications. Here, we develop an uncertainty-aware mechanistic attribution pipeline that constructs probabilistic fi...