RamanGPT uses an ALIGNN model for structure-to-spectrum prediction and a fine-tuned LLM for spectrum-to-structure recovery on inorganic crystals, reporting specific performance numbers on held-out computational data and one experimental example.
arXiv preprint arXiv:2310.14029 , year=
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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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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.