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Detection of natural pulse waves (PWs) in 3D using high frame rate imaging for anisotropy characterization 利用高帧率成像技术检测三维自然脉冲波 (PW) 以确定各向异性特征
IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-09-18 DOI: 10.3389/fphy.2024.1450631
Jack Sauvage, Safa Moustefaoui, Stefano Fiorentini, Maelys Venet, Solveig Fadnes, Lasse Lovastakken, Olivier Villemain, Sébastien Salles
IntroductionNumerous studies have shown that natural mechanical waves have the potential to assess the elastic properties of the myocardium. When the Aortic and Mitral valves close, a shear wave is produced, which provides insights into tissue stiffness. In addition, the Atrial Kick (AK) generates a wave similar to Pulse Waves (PWs) in arteries, providing another way to assess tissue stiffness. However, tissue anisotropy can also impact PW propagation, which is currently underexplored. This study aims to address this gap by investigating the impact of anisotropy on PW propagation in a phantom.MethodsTube phantoms were created using Polyvinyl Alcohol (PVA). Anisotropy was induced between two sets of two freeze-thaw cycles by stretching and twisting the material. The study first tests and validates the procedure of making helical anisotropic vessel phantoms using the shear wave imaging technique (by estimating the shear wave speed at different probe angles). Using plane wave ultrasound tomography synchronized with a peristaltic pump, 3D high frame rate imaging is performed and used to detect the 3D propagation pattern of PW for each manufactured vessel phantom. Finally, the study attempts to extract the anisotropic coefficient of the vessel using pulse wave propagation angle.ResultsThe Shear wave imaging results obtained for the isotropic vessel show very similar values for each probe angle. On the contrary, the results obtained for the axial anisotropy vessel show a region with a higher shear wave speed at about 0°, corresponding to the long axis of the vessel. Finally, the results obtained for the helical anisotropy depicted increasing shear wave velocity value from −20° to 20°. For the axial phantom, the wavefront of the pulse wave is perpendicular to the long axis of the vessel, while oriented for the helical anisotropic vessels phantom. The pulse wave propagation angle increased with the number of twists made during the vessel manufacturing.DiscussionThe results show that anisotropy can be induced in PVA vessel phantoms by stretching and twisting the material in freeze-thaw cycles. The findings also suggest that vessel anisotropy affects pulse wave propagation angles. Estimating the pulse wave propagation angle may be interesting in characterizing tissue anisotropy in organs where such waves are naturally present.
导言:大量研究表明,自然机械波具有评估心肌弹性特性的潜力。当主动脉瓣和二尖瓣关闭时,会产生剪切波,这有助于了解组织的硬度。此外,"心房踢"(AK)产生的波类似于动脉中的脉搏波(PW),为评估组织僵硬度提供了另一种方法。然而,组织各向异性也会影响脉搏波的传播,这一点目前尚未得到充分探索。本研究旨在通过研究各向异性对脉搏波在模型中传播的影响来填补这一空白。通过拉伸和扭曲材料,在两组两次冻融循环之间诱导各向异性。研究首先测试并验证了利用剪切波成像技术(通过估算不同探头角度下的剪切波速度)制作螺旋各向异性血管模型的程序。利用与蠕动泵同步的平面波超声断层扫描技术,进行三维高帧率成像,并用于检测每个制作的血管模型的 PW 三维传播模式。最后,研究尝试利用脉冲波传播角度提取血管的各向异性系数。结果各向同性血管的剪切波成像结果显示,每个探头角度的数值非常相似。相反,轴向各向异性血管的结果显示,在与血管长轴相对应的约 0° 处,剪切波速度较高。最后,螺旋各向异性的结果显示,剪切波速度值从-20°到 20°不断增加。在轴向模型中,脉冲波的波面垂直于血管长轴,而在螺旋各向异性血管模型中,脉冲波的波面是定向的。结果表明,通过在冻融循环中拉伸和扭转 PVA 血管模型材料,可以诱导血管各向异性。研究结果还表明,容器的各向异性会影响脉冲波的传播角。估算脉冲波传播角度可能有助于描述自然存在这种波的器官中组织的各向异性。
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引用次数: 0
Tunable continuous wave Yb:CaWO4 laser operating in NIR spectral region 在近红外光谱区工作的可调谐连续波 Yb:CaWO4 激光器
IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-09-18 DOI: 10.3389/fphy.2024.1468722
Hao Yu, Chong Chen, Yong-Liang Li
A tunable continuous wave (CW) Yb:CaWO4 laser operating in near infrared (NIR) spectral region is demonstrated by pumping with a diode laser. Continuously broadband tunable wavelengths are obtained in two polarizations by rotating the Lyot filter. The tuning widths of the output wavelengths in the π- and σ-polarizations are 42 nm (from 1005.2 nm to 1047.2 nm) and 41.8 nm (from 1005.1 nm to 1046.9 nm), respectively. At an absorbed pump power of 15.6 W at 976 nm, the maximum output powers in the π- and σ-polarizations are 5.2 W at 1026.2 nm and 4.7 W at 1028.1 nm, respectively. To the best of our knowledge, this is the first tunable laser operation by using Yb:CaWO4 crystal.
通过使用二极管激光器泵浦,演示了在近红外(NIR)光谱区工作的可调谐连续波(CW)Yb:CaWO4 激光器。通过旋转 Lyot 滤波器,可在两个偏振中获得连续的宽带可调谐波长。输出波长在 π 偏振和 σ 偏振下的调谐宽度分别为 42 nm(从 1005.2 nm 到 1047.2 nm)和 41.8 nm(从 1005.1 nm 到 1046.9 nm)。在 976 纳米波长吸收泵浦功率为 15.6 W 时,π 极和σ 极的最大输出功率分别为 1026.2 纳米波长的 5.2 W 和 1028.1 纳米波长的 4.7 W。据我们所知,这是首次使用 Yb:CaWO4 晶体进行可调谐激光操作。
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引用次数: 0
Comparative analysis of the influence of different shapes of shaft sections on dust transportation 不同轴截面形状对粉尘输送影响的比较分析
IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-09-18 DOI: 10.3389/fphy.2024.1437171
Jie Liu, Xuehua Luo, Wanqing Wang, Liangyun Teng, Chenwei Hao, Fei Cai, Yi Chen
Large amounts of dust are generated during digging operations in underground mines, and the transportation of dust is affected by the shape of the roadway section. In order to know the dust transportation law of different cross-section shapes when digging. Fluent software was used to simulate the distribution of wind flow field, dust transportation trajectory, and dust quality concentration in roadways with semicircular arch, three-centered arch, rectangle and trapezium, and then analyze and compare the influence of four cross-section shapes on dust transportation, and use gray correlation analysis to investigate the correlation between the time needed to reduce the dust quality concentration of the roadway to the safe value and the ventilation air volume and air supply distance. The results of the study show that the wind speed in the roadway is in the following order from high to low: rectangle &gt; trapezium &gt; three-centered arch &gt; semicircular arch. Dust particles of each size rubbed each other after blasting, and there were fewer dust particles with larger sizes in the three-centered arch roadway. Both the air supply distance and ventilation air volume impact the dust removal effect; when the air supply distances are 5 m and 10 m, the three-centered arch has a better dust removal effect; when the air supply distances are 15 m and 20 m, the effect is better in the rectangular roadway and trapezoidal roadway; and when the ventilation air volume is increased, it is the three-centered arch. Through the gray correlation analysis, it can be seen that in order to improve the construction environment in the roadway after blasting, the rectangular section can be chosen when considering the air supply distance, and the three-centered arch can be chosen when considering the ventilation air volume.
地下矿井在掘进作业时会产生大量粉尘,而粉尘的运输会受到巷道断面形状的影响。为了了解掘进时不同断面形状的粉尘运移规律。利用 Fluent 软件模拟了半圆拱形、三心拱形、矩形和梯形巷道的风流场分布、粉尘输送轨迹和粉尘质量浓度,进而分析比较了四种断面形状对粉尘输送的影响,并利用灰色关联分析法研究了巷道粉尘质量浓度降至安全值所需时间与通风风量、送风距离的相关性。研究结果表明,巷道风速由高到低依次为:矩形&gt; 梯形&gt; 三心拱&gt; 半圆拱。爆破后各种粒径的尘粒相互摩擦,三心拱巷道中粒径较大的尘粒较少。送风距离和通风风量对除尘效果都有影响,当送风距离为 5 米和 10 米时,三心拱的除尘效果较好;当送风距离为 15 米和 20 米时,矩形巷道和梯形巷道的除尘效果较好;当通风风量增大时,则是三心拱。通过灰色关联分析可知,为改善爆破后巷道的施工环境,考虑送风距离时可选择矩形断面,考虑通风风量时可选择三心拱。
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引用次数: 0
Bonner sphere measurements of high-energy neutron spectra from a 1 GeV/u 56Fe ion beam on an aluminum target and comparison to spectra obtained by Monte Carlo simulations 对铝靶上 1 GeV/u 56Fe 离子束产生的高能中子能谱进行的邦纳球测量,以及与蒙特卡罗模拟获得的能谱进行的比较
IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-09-18 DOI: 10.3389/fphy.2024.1456472
Augusto Di Chicco, Felix Horst, Daria Boscolo, Christoph Schuy, Uli Weber, Miroslav Zboril
The goal of this work is to characterize the secondary neutron spectra produced by 1 GeV/u56Fe beam colliding with a thick cylindric aluminum target and to perform a quantitative comparison with simulated results obtained with Monte Carlo codes. The measurements were performed using extended-range Bonner sphere spectrometers at two positions (15° and 40°) with respect to the beam direction. The secondary radiation field was simulated using four Monte Carlo codes (FLUKA, MCNP6, Geant4 and PHITS) and several physical models of nuclei transport and interaction. Neutron and proton energy distributions were simulated for the experimental measurement positions. The simulated neutron spectra, together with data measured with Bonner sphere spectrometers, after carrying out the correction of the contributions induced by the secondary protons, were used as input for the MAXED spectrum unfolding code to obtain the measured neutron spectra. Unfolded neutron spectra were compared with simulated ones to carry out a quantitative analysis of the performance of the chosen Monte Carlo codes and their corresponding physical models. This comparison showed that, because of experimental uncertainties and physical models, there are no unique solutions for each measurement location, but a range of solutions where the true experimental neutron spectra probably lie. The results showed deviations between 4.23% and 8.42% for some simulated spectra. Regarding the total integral values of neutron fluence and ambient equivalent dose, the unfolded neutron spectra showed deviations lower than 2%.
这项工作的目标是描述 1 GeV/u56Fe 射束与厚圆柱形铝靶碰撞产生的二次中子能谱的特征,并与蒙特卡洛代码获得的模拟结果进行定量比较。测量是在相对于光束方向的两个位置(15° 和 40°)使用扩展范围的邦纳球光谱仪进行的。使用四种蒙特卡洛代码(FLUKA、MCNP6、Geant4 和 PHITS)和几种原子核传输和相互作用的物理模型模拟了二次辐射场。模拟了实验测量位置的中子和质子能量分布。在对次级质子的贡献进行校正后,模拟的中子能谱以及用 Bonner 球光谱仪测量的数据被用作 MAXED 能谱展开代码的输入,以获得测量的中子能谱。将展开的中子能谱与模拟的中子能谱进行比较,以对所选蒙特卡罗代码及其相应物理模型的性能进行定量分析。比较结果表明,由于实验的不确定性和物理模型的原因,每个测量位置都没有唯一的解,而是有一系列可能是真实实验中子谱的解。结果显示,一些模拟光谱的偏差在 4.23% 到 8.42% 之间。关于中子通量和环境当量剂量的总积分值,展开的中子谱图显示的偏差低于 2%。
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引用次数: 0
Non-destructive testing based on Unet-CBAM network for pulsed thermography 基于 Unet-CBAM 网络的脉冲热成像无损检测
IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-09-18 DOI: 10.3389/fphy.2024.1458194
Chenghao Wu, Dan Wu, Pengfei Zhu
Infrared thermography (IRT) is a non-destructive testing technique that can detect the internal defects of materials. In the detection of austenitic stainless-steel pipes with large curvature, image noise caused by uneven heating is difficult to avoid. Traditional image processing methods are less effective. According to previous works, a supervised neural network was proposed in this paper using Unet network and convolutional block attention module. Existing image processing method and networks were used to compare with the proposed method. The results show that the proposed method can remove the noise caused by uneven heating, and detect all subsurface defects in stainless-steel pipe.
红外热成像(IRT)是一种无损检测技术,可以检测材料的内部缺陷。在检测曲率较大的奥氏体不锈钢管时,很难避免加热不均匀造成的图像噪声。传统的图像处理方法效果较差。根据以往的研究成果,本文提出了一种使用 Unet 网络和卷积块注意模块的监督神经网络。使用现有的图像处理方法和网络与本文提出的方法进行比较。结果表明,本文提出的方法可以去除因加热不均匀而产生的噪声,并能检测出不锈钢管道的所有表面下缺陷。
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引用次数: 0
Intelligent diagnostic method for developmental hip dislocation 发育性髋关节脱位的智能诊断方法
IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-09-18 DOI: 10.3389/fphy.2024.1358652
Hang Sun, Hong Li, Yuhang Zhao, Shinong Pan
BackgroundDevelopmental dislocation of the hip joint (DDH) is a condition that severely threatens children’s healthy growth. Without timely and correct treatment, it will lead to osteoarthritis and hip dysfunction in the evolution of children.ObjectiveIt is essential to develop an intelligent model for diagnosing hip dislocation and performing accurate quantitative analysis.MethodsIn this paper, 46 cases of computed tomography (CT) images were retrospectively collected, including 19 cases of hip dislocation and 27 cases of healthy people. The experiment first uses ITK-SNAP to sketch the ilium and femoral head in the original image. Then, it uses 3D U-Net to send the label of the background, ilium, and femoral head into three channels, respectively, to realize the three-dimensional segmentation of the ilium and femoral head. Next, the extraction of the surface of the acetabulum and femoral head is performed. Subsequently, the erroneous points are eliminated, and the spherical surfaces of the acetabulum and femoral head are fitted using the least squares method. Ultimately, the spherical center distance is calculated quantitatively to predict whether the hip joint is dislocated.ResultsUnder the independent test set, the segmentation average dice coefficients of the ilium and femoral head are 89% and 93%, respectively. The spherical center distance between the acetabulum and femoral head is calculated quantitatively. If the value exceeds 10 mm, it is considered a hip dislocation. Compared with the doctor’s diagnosis, the accuracy result is 94.4%.ConclusionThis paper successfully implements a precise and automated intelligent diagnostic system for the identification of hip dislocation. Commencing with the development of a 3D segmentation algorithm for the ilium and femoral head, we further introduce a novel method that computes the spherical distance for the prediction of hip dislocation. This approach provides robust quantitative analysis, thereby facilitating more informed clinical decision-making.
背景髋关节发育性脱位(DDH)是一种严重威胁儿童健康成长的疾病。本文回顾性收集了 46 例计算机断层扫描(CT)图像,其中包括 19 例髋关节脱位病例和 27 例健康人。实验首先使用 ITK-SNAP 对原始图像中的髂骨和股骨头进行素描。然后,使用 3D U-Net 将背景、髂骨和股骨头的标签分别发送到三个通道,实现髂骨和股骨头的三维分割。接着,提取髋臼和股骨头的表面。随后,剔除错误点,并使用最小二乘法拟合髋臼和股骨头的球面。结果在独立测试集中,髂骨和股骨头的分割平均骰子系数分别为 89% 和 93%。对髋臼和股骨头之间的球心距离进行了定量计算。如果该值超过 10 毫米,则视为髋关节脱位。与医生的诊断结果相比,准确率达到 94.4%。从开发髂骨和股骨头的三维分割算法开始,我们进一步引入了一种计算球面距离的新方法来预测髋关节脱位。这种方法可提供可靠的定量分析,从而有助于做出更明智的临床决策。
{"title":"Intelligent diagnostic method for developmental hip dislocation","authors":"Hang Sun, Hong Li, Yuhang Zhao, Shinong Pan","doi":"10.3389/fphy.2024.1358652","DOIUrl":"https://doi.org/10.3389/fphy.2024.1358652","url":null,"abstract":"BackgroundDevelopmental dislocation of the hip joint (DDH) is a condition that severely threatens children’s healthy growth. Without timely and correct treatment, it will lead to osteoarthritis and hip dysfunction in the evolution of children.ObjectiveIt is essential to develop an intelligent model for diagnosing hip dislocation and performing accurate quantitative analysis.MethodsIn this paper, 46 cases of computed tomography (CT) images were retrospectively collected, including 19 cases of hip dislocation and 27 cases of healthy people. The experiment first uses ITK-SNAP to sketch the ilium and femoral head in the original image. Then, it uses 3D U-Net to send the label of the background, ilium, and femoral head into three channels, respectively, to realize the three-dimensional segmentation of the ilium and femoral head. Next, the extraction of the surface of the acetabulum and femoral head is performed. Subsequently, the erroneous points are eliminated, and the spherical surfaces of the acetabulum and femoral head are fitted using the least squares method. Ultimately, the spherical center distance is calculated quantitatively to predict whether the hip joint is dislocated.ResultsUnder the independent test set, the segmentation average dice coefficients of the ilium and femoral head are 89% and 93%, respectively. The spherical center distance between the acetabulum and femoral head is calculated quantitatively. If the value exceeds 10 mm, it is considered a hip dislocation. Compared with the doctor’s diagnosis, the accuracy result is 94.4%.ConclusionThis paper successfully implements a precise and automated intelligent diagnostic system for the identification of hip dislocation. Commencing with the development of a 3D segmentation algorithm for the ilium and femoral head, we further introduce a novel method that computes the spherical distance for the prediction of hip dislocation. This approach provides robust quantitative analysis, thereby facilitating more informed clinical decision-making.","PeriodicalId":12507,"journal":{"name":"Frontiers in Physics","volume":"74 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142255601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Shallow crustal structure detection of the upper crust at Anqiu-Juxian Fault in the Tanlu fault zone 郯庐断裂带安丘-莒县断层上地壳浅部构造探测
IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-09-13 DOI: 10.3389/fphy.2024.1458844
Qilong Huang, Xiaoping Fan, Wei Fu, Peng Zhang, Tuo Zheng, Yunze Liu, Tiantian Zhang, Shiyu Ren, Qinghui Wang, Zhiwen Liu, Ting Qian
Within the Tan-Lu Fault Zone, the largest active tectonic belt in eastern China, the Anqiu-Juxian Fault exhibits the most recent activity period, evident surface traces, and highest seismic hazard, making it a Holocene active fault. This study utilized the vertical component continuous data observed by 100 short-period temporary stations from August 1–21, 2023, and extracted 1,944 Rayleigh wave group velocity dispersion curves within the period of 0.2–4 s. Using the direct surface wave tomography method, we calculated a high-resolution 3-D shear-wave velocity structure at depths of 0.2–1.25 km within the study area. Our results are summarized as follows: 1) The development of faults F1, F2, and F5 in the Tan-Lu Fault Zone highly correlated with the shear-wave velocity anomalies at depths &gt;0.8 km. Specifically, fault F5 comprised two boundary faults, F5-1 and F5-2, which together controlled a Cenozoic depression covered by a thick, low-velocity sediment layer. 2) The complex velocity structure characteristics in the Suqian area revealed that the influence of faults on the sedimentary layers in the Suqian area was not expressed as an overall uplift or subsidence of the block but rather as differential subsidence. 3) Near Sankeshu, the F5 fault formed a small pull-apart basin. The latest activity in this pull-apart basin has shifted to the fault in the center of the basin, indicating that the pull-apart basin has entered the extinction stage.
在中国东部最大的活动构造带--郯庐断裂带中,安丘-莒县断裂活动期最晚、地表痕迹最明显、地震危险性最高,属于全新世活动断层。本研究利用 2023 年 8 月 1-21 日 100 个短周期临时台站观测到的垂直分量连续数据,提取了 0.2-4 秒内的 1944 条瑞利波群速度频散曲线,采用直接面波层析成像方法,计算了研究区内 0.2-1.25 km 深的高分辨率三维剪切波速度结构。我们的研究结果总结如下1)郯庐断裂带 F1、F2 和 F5 断层的发育与深度 &gt;0.8 km 的剪切波速度异常高度相关。具体地说,断层 F5 包括两个边界断层 F5-1 和 F5-2,它们共同控制着一个新生代洼地,该洼地被厚厚的低速沉积层所覆盖。2)宿迁地区复杂的速度结构特征表明,断层对宿迁地区沉积层的影响并不表现为区块的整体抬升或下沉,而是表现为不同程度的下沉。3) 在三棵树附近,F5 断层形成了一个小的拉隔盆地。该拉开盆地的最新活动已转移到盆地中心的断层上,表明该拉开盆地已进入消亡阶段。
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引用次数: 0
Free energy calculations in biomolecule-nanomaterial interactions 生物分子-纳米材料相互作用的自由能计算
IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-09-13 DOI: 10.3389/fphy.2024.1469515
Hongze Fu, Yinbang Zhu, Qu Chen
In computational chemistry and molecular modeling, the interactions between biomolecules (BMs) and nanomaterials (NMs) play a crucial role in various physical and biological processes, and have significant implications in material discovery and development. While there is extensive literature on free energy calculations for drug-target interactions, reviews specifically addressing BM-NM interactions are relatively scarce. This manuscript aims to fill in this gap by presenting a comprehensive overview of the most widely used and well-established methods for free energy calculations. It provides a detailed analysis of the advantages and limitations of these methods and discusses their applicability to BM-NM systems. This work is intended to offer insights into free energy calculations and serve as a guide for future research in this field.
在计算化学和分子建模中,生物大分子(BMs)和纳米材料(NMs)之间的相互作用在各种物理和生物过程中起着至关重要的作用,并对材料的发现和开发具有重大影响。虽然有大量文献涉及药物与目标相互作用的自由能计算,但专门针对 BM-NM 相互作用的综述相对较少。本手稿旨在填补这一空白,全面概述了应用最广泛、最成熟的自由能计算方法。它详细分析了这些方法的优势和局限性,并讨论了它们对 BM-NM 系统的适用性。这项工作旨在为自由能计算提供见解,并为该领域的未来研究提供指导。
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引用次数: 0
A kinetic study of fusion burn waves in compressed deuterium–tritium and proton–boron plasmas 压缩氘氚和质子硼等离子体中聚变燃烧波的动力学研究
IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-09-13 DOI: 10.3389/fphy.2024.1440037
Michael J. Lavell, Ayden J. Kish, Andrew T. Sexton, Eugene S. Evans, Ibrahim Mohammad, Sara Gomez-Ramirez, William Scullin, Marcus Borscz, Sergey Pikuz, Thomas A. Mehlhorn, Max Tabak, Greg Ainsworth, Adam B. Sefkow
We present particle-in-cell simulations with Monte Carlo collisions of fusion burn waves in compressed deuterium–tritium and proton–boron plasmas. We study the energy balance in the one-dimensional expansion of a hot-spot by simulating Coulomb collisions, fusion reactions, and bremsstrahlung emission with a Monte Carlo model and inverse bremsstrahlung absorption using a new PIC model. This allows us to self-consistently capture the alpha particle heating and radiative losses in the expanding hot-spot and surrounding cold fuel. After verifying our model in a code-to-code comparison with both kinetic and fluid codes for the case of a deuterium–tritium hot-spot, we simulate the expansion of a proton–boron hot-spot initialized at 200 keV and 1,000 g/cm3. Our model predicts that energy radiated by the hot-spot is recaptured by the surrounding high-density opaque fuel reducing the expansion work done by the propagating burn wave. As a result, we find the net fusion energy produced over the course of $20$∼ps is twice the initial hot-spot energy independent of whether radiation physics is included.
我们介绍了在压缩氘-氚和质子-硼等离子体中利用蒙特卡洛碰撞对聚变燃烧波进行的粒子入胞模拟。我们通过使用蒙特卡洛模型模拟库仑碰撞、聚变反应和轫致辐射,以及使用新的 PIC 模型模拟反轫致辐射吸收,研究了热点一维膨胀过程中的能量平衡。这使我们能够自洽地捕捉到正在膨胀的热点和周围冷燃料中的α粒子加热和辐射损失。在与氘氚热斑的动力学和流体代码进行代码间比较验证了我们的模型之后,我们模拟了质子硼热斑在初始化为 200 keV 和 1,000 g/cm3 时的膨胀。根据我们的模型预测,热点辐射的能量会被周围的高密度不透明燃料重新捕获,从而减少了燃烧波传播所做的膨胀功。因此,我们发现在 20 美元∼ps 的过程中产生的净核聚变能量是初始热点能量的两倍,与是否包含辐射物理无关。
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引用次数: 0
State estimation for Markovian jump Hopfield neural networks with mixed time delays 具有混合时间延迟的马尔可夫跃迁霍普菲尔德神经网络的状态估计
IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.3389/fphy.2024.1447788
Lili Guo, Wanhui Huang
Markovian jump Hopfield NNs (MJHNNs) have received considerable attention due to their potential for application in various areas. This paper deals with the issue of state estimation concerning a category of MJHNNs with discrete and distributed delays. Both time-invariant and time-variant discrete delay cases are taken into account. The objective is to design full-order state estimators such that the filtering error systems exhibit exponential stability in the mean-square sense. Two sufficient conditions on the mean-square exponential stability of MJHNNs are established utilizing augmented Lyapunov–Krasovskii functionals, the Wirtinger–based integral inequality, the Bessel-Legendre inequality, and the convex combination inequality. Then, linear matrix inequalities-based design methods for the required estimators are developed through eliminating nonlinear coupling terms. The feasibility of these linear matrix inequalities can be readily verified via available Matlab software, thus enabling numerically tractable implementation of the proposed design methods. Finally, two numerical examples with simulations are provided to demonstrate the applicability and less conservatism of the proposed stability criteria and estimators. Lastly, two numerical examples are given to demonstrate the applicability and reduced conservatism of the proposed stability criteria and estimator design methods. Future research could explore further refinement of these analysis and design results, and exporing their extention to more complex neural network models.
马尔可夫跃迁霍普菲尔德网络(MJHNN)因其在各个领域的应用潜力而受到广泛关注。本文讨论了一类具有离散和分布延迟的 MJHNNs 的状态估计问题。本文考虑了时不变和时变离散延迟两种情况。目标是设计全阶状态估计器,使滤波误差系统在均方意义上表现出指数稳定性。利用增强的 Lyapunov-Krasovskii 函数、基于 Wirtinger 的积分不等式、Bessel-Legendre 不等式和凸组合不等式,建立了 MJHNNs 均方指数稳定性的两个充分条件。然后,通过消除非线性耦合项,为所需估计器开发了基于线性矩阵不等式的设计方法。这些线性矩阵不等式的可行性可以很容易地通过现有的 Matlab 软件进行验证,从而使所提出的设计方法在数值上易于实现。最后,还提供了两个模拟数值示例,以证明所提出的稳定性准则和估算器的适用性和较低的保守性。最后,给出了两个数值示例,以证明所提出的稳定性标准和估算器设计方法的适用性和较小的保守性。未来的研究可以探索进一步完善这些分析和设计结果,并将其扩展到更复杂的神经网络模型。
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引用次数: 0
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