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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A cross-disciplinary review of 151 studies concludes LLMs accelerate research workflows while introducing recurring technical and ethical risks, including ten it flags as underexplored.
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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 Reshaping Research Across Scientific and Humanistic Disciplines
A cross-disciplinary review of 151 studies concludes LLMs accelerate research workflows while introducing recurring technical and ethical risks, including ten it flags as underexplored.