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Surrogate Model Development for Digital Experiments in Welding
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来自随机热力学的炼性能受到限制,适用于模拟的炼
Yutong Luo1,2, Yi-Zheng Zhen3,4, Xiangjing Liu2
1Blackett Laboratory, Imperial College London, London SW7 2AZ, United Kingdom.
Physical review. E
|December 20, 2023
概括
本研究详细介绍了使用随机热力学对回火性能的一般限制. 它分析了用格劳伯动力学模拟的化,旋转玻璃模型中的边界活动和相对变化.
科学领域:
- 统计力学 统计力学
- 计算物理 计算物理
- 热力学是一种热力学.
背景情况:
- 火通过降低温度引导系统进入低能耗状态.
- 随机热力学提供了分析失衡系统的工具.
- 之前的工作确立了对回火性能的一般限制.
研究的目的:
- 为了提供一个详细的推导,一般限于回火性能.
- 用格劳伯动力学分析模拟化.
- 限制关键量,如活动和相对变化.
主要方法:
- 在回火性能上的一般限制的导出.
- 随机热力学和生成的应用.
- 对模拟化进行格劳伯动力学的分析.
- 在Sherrington-Kirkpatrick (SK) 模型上的数值模拟.
主要成果:
- 详细推导一般的回火性能限制.
- 在模拟化中量化活动和相对变化.
- 使用SK模型来证明这些数量的边界.
结论:
- 该研究提供了一个严格的框架,以了解回火性能限制.
- 这些方法适用于各种模拟回火协议.
- 数字结果验证了旋转玻璃系统的理论界限.
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