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Updated: Jun 18, 2025

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STEP:通过强大的机器学习提取基础物理.

Karim K Alaa El-Din1, Alessandro Forte1, Muhammad Firmansyah Kasim1,2

  • 1Department of Physics, University of Oxford, Oxford, UK.

Royal Society open science
|August 5, 2024
PubMed
概括

我们介绍了嵌入物理中的替代训练 (STEP),这是一种用于解决物理反向问题的新型机器学习方法. 使用自动区分物理模型,STEP有效地从实验数据中提取物理量,提高准确性和稳定性.

关键词:
人工智能的人工智能是人工智能.可差分的建模模型.机器学习是机器学习.物理 物理 物理 物理 物理产生共振无弹性X射线散射.频谱学是一种光谱学.

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