A fine-tuned Mistral LLM answers multiple-choice and short-answer questions on binary and ternary alloy phase diagrams and generates novel diagrams from component inputs alone.
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LLMs accelerate research workflows from idea generation to writing but introduce challenges like hallucination, bias, opacity, and ten systemic risks requiring new governance frameworks.
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aLLoyM: A large language model for alloy phase diagram prediction
A fine-tuned Mistral LLM answers multiple-choice and short-answer questions on binary and ternary alloy phase diagrams and generates novel diagrams from component inputs alone.