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Updated: Jul 20, 2025

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Research and Development of High-performance Explosives
Published on: February 20, 2016
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深潜分子动力学 查普曼-朱格特爆炸事件的研究 能量材料的爆炸事件
Jidong Zhang1,2, Wei Guo3,4, Yugui Yao3,4,5
1College of Sciences/Xinjiang Production & Construction Corps Key Laboratory of Advanced Energy Storage Materials and Technology, Shihezi University, Shihezi 832000, China.
The journal of physical chemistry letters
|August 3, 2023
概括
一个新的深度神经网络潜力,NNP_Shock,可以进行高效的分子动力学模拟,用于能量材料的冲击诱导引爆. 这一突破准确地预测了CL-20的引爆特性,推进了军事应用.
科学领域:
- 计算化学计算化学
- 材料科学 材料科学 材料科学
- 化学工程是化学工程的重要组成部分.
背景情况:
- 了解能量材料 (EM) 中的爆炸机制对于军事应用至关重要,但仍然有限.
- 现有的方法很难在分子层面上捕捉冲击引起的爆炸的复杂动态.
研究的目的:
- 开发一个高效和准确的计算工具来模拟电磁波的冲击引起的引爆.
- 调查高性能能量材料CL-20的爆炸性能和冲击灵敏度.
主要方法:
- 产生NNP_Shock,用于分子动力学 (MD) 模拟的深度神经网络潜力,提供10^6计算效率的DFT精度.
- 在MD模拟中使用多尺度冲击技术 (MSST) 来确定爆炸特性.
- 使用NNP_Shock潜力模拟CL-20的冲击诱导引爆.
主要成果:
- NNP_Shock为MD的爆炸模拟提供了DFT级准确度.
- 首次获得了CL-20的理论Chapman-Jouguet (C-J) 爆炸速度和压力,与实验数据有很好的一致性.
- 成功确定了CL-20的休冈尼奥曲线和初始反应机制.
结论:
- NNP_Shock潜力是研究CL-20的引爆性能和冲击灵敏度的可靠工具.
- 这种计算方法可以扩展到研究其他能量材料,推进爆炸科学领域.
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