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Updated: May 7, 2025

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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人机协作粒子加速器的大型语言模型通过自然语言调整

Jan Kaiser1, Anne Lauscher2, Annika Eichler1,3

  • 1Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany.

Science advances
|January 1, 2025
PubMed
概括

大型语言模型 (LLM) 现在可以使用自然语言提示来调整粒子加速器. 这一突破简化了复杂的优化任务,为在科学研究和工业中更广泛采用自主加速器调铺平了道路.

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Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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