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.
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From Text to Discovery: How Large Language Models Are Accelerating and Complicating Research Across Scientific and Humanistic Disciplines
LLMs accelerate research workflows from idea generation to writing but introduce challenges like hallucination, bias, opacity, and ten systemic risks requiring new governance frameworks.