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Direct numerical simulation of turbulent flows through concentric annulus with circumferential oscillation of inner wall 被引量:1
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作者 yichen yao Chunxiao XU Weixi HUANG 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2018年第9期1267-1276,共10页
Periodic wall oscillations in the spanwise or circumferential direction can greatly reduce the friction drag in turbulent channel and pipe flows. In a concentric annulus, the constant rotation of the inner cylinder ca... Periodic wall oscillations in the spanwise or circumferential direction can greatly reduce the friction drag in turbulent channel and pipe flows. In a concentric annulus, the constant rotation of the inner cylinder can intensify turbulence fluctuations and enhance skin friction due to centrifugal instabilities. In the present study, the effects of the periodic oscillation of the inner wall on turbulent flows through concentric annulus are investigated by the direct numerical simulation(DNS). The radius ratio of the inner to the outer cylinders is 0.1, and the Reynolds number is 2 225 based on the bulk mean velocity Um and the half annulus gap H. The influence of oscillation period is considered. It is found that for short-period oscillations, the Stokes layer formed by the circumferential wall movement can effectively inhibit the near-wall coherent motions and lead to skin friction reduction, while for long-period oscillations, the centrifugal instability has enough time to develop and generate new vortices, resulting in the enhancement of turbulence intensity and skin friction. 展开更多
关键词 turbulence drag reduction circumferential oscillation Taylor vortex
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面向大语言模型的黑盒文本水印算法
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作者 姚奕辰 熊成 +1 位作者 周元鼎 韩彦芳 《建模与仿真》 2025年第4期172-180,共9页
为应对大语言模型快速发展及其API接口日常生活使用带来的机器生成文本内容检测问题,本文提出了一种面向大语言模型生成文本的黑盒文本水印算法。该算法使用强化学习技术,通过设计的水印嵌入状态、水印嵌入智能体和水印嵌入奖励三个部... 为应对大语言模型快速发展及其API接口日常生活使用带来的机器生成文本内容检测问题,本文提出了一种面向大语言模型生成文本的黑盒文本水印算法。该算法使用强化学习技术,通过设计的水印嵌入状态、水印嵌入智能体和水印嵌入奖励三个部分进行文本水印嵌入的训练,使得方法能够在水印可检测性、文本语义一致性和抗常规文本水印攻击上均表现出色。与其他算法相比,所提方法在平均准确率达到94.22%的同时,仍能保持更优的文本质量。所提出的算法不仅提升了文本水印的嵌入质量,也为保护模型使用和知识产权保障提供了支持。 展开更多
关键词 机器生成文本检测 文本水印 强化学习 文本质量
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基于熵权-云的数学建模竞赛创新人才评价体系研究
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作者 周涛 王倩 +1 位作者 姚依辰 杨真真 《建模与仿真》 2024年第4期4943-4952,共10页
为正确评价数学建模竞赛对大学生创新能力的影响,构建了一种新的创新能力评价指标体系,包含5个一级指标和21个二级指标,在此基础上运用熵权法对指标进行客观赋权,结合云模型和模糊综合评价理论,提出了基于熵权–云的数学建模竞赛创新人... 为正确评价数学建模竞赛对大学生创新能力的影响,构建了一种新的创新能力评价指标体系,包含5个一级指标和21个二级指标,在此基础上运用熵权法对指标进行客观赋权,结合云模型和模糊综合评价理论,提出了基于熵权–云的数学建模竞赛创新人才评价体系。以南京邮电大学数学建模竞赛情况为例,对同一批次未参与和参与数学建模竞赛并获得不同成绩的学生进行能力评价,结果表明:数学建模竞赛对于大学生的创新能力的提升有积极促进作用,同时获得奖项的学生尤其是获得国家级奖的大学生创新能力提高最为明显。 展开更多
关键词 数学建模 创新能力 云模型 熵权法 模糊综合评价法
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Combining multi-mode thermal therapy with IL-6 and IL-17A neutralization amplifies antitumor immunity to facilitate long-term survival in LLC1-bearing mice 被引量:1
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作者 Jiamin Zheng Jincheng Zou +10 位作者 Yue Lou Shicheng Wang Zelu Zhang Junjun Wang Peishan Du Yongxin Zhu Jiaqi You yichen yao Yuankai Hao Aili Zhang Ping Liu 《Med-X》 2024年第1期32-45,共14页
Non-small cell lung cancer(NSCLC)is known for rapid development and chronic inflammation-induced immunosup-pression.IL-6 and IL-17A are the essential cytokines that facilitate NSCLC progression and myeloid-derived sup... Non-small cell lung cancer(NSCLC)is known for rapid development and chronic inflammation-induced immunosup-pression.IL-6 and IL-17A are the essential cytokines that facilitate NSCLC progression and myeloid-derived suppressive cell(MDSC)-mediated evasion.IL-6 or IL-17A targeting,especially IL-6,shown outstanding efficacy in patient NSCLC controlling,but failed to completely eradicate tumor.The local tumor multi-mode thermal therapy developed in our prior research was demonstrated to stimulate systemic and durable tumor-specific immune response thereby promoting long-term tumor-free survival of mice and prolong the progression-free survival of patients,although the therapeutic efficacy was still affected by high-level preoperative MDSCs.To further improve the efficacy,in this study,IL-6 and IL-17A neutraliza-tion were combined with multi-mode thermal therapy in mouse LLC1 NSCLC model.Study revealed that combined with single cytokine neutralization only prolonged the survival time while triple combination therapy efficiently improved the survival rate.Additionally,triple combination therapy reduced the accumulation of MDSCs but promoted their maturation with strengthened activation and function of myeloid cells,thereby triggering a Th1-dominant-CD4^(+)T cell-response and enhancing the malignant cell-killing capacity of immune cells.Our study highlights the extraordinary efficacy of combining multi-mode thermal therapy with IL-6 and IL-17A neutralization,revealing a new strategy for refractory NSCLC patients. 展开更多
关键词 Multi-mode thermal therapy Cytokine neutralization Combination therapy Antitumor immunity Non-small cell lung cancer
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