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Investigating the rate of $$^{10}$$ Be(n, $$gamma$$ ) $$^{11}$$ Be radiative capture reaction within the FRDWBA framework 在 FRDWBA 框架内研究 $$^{10}$ Be(n, $$gamma$) $$^{11}$ Be 辐射俘获反应的速率
Pub Date : 2024-08-12 DOI: 10.1140/epjs/s11734-024-01279-z
M. Dan, Shubhchintak, G. Singh, V. Choudhary, Jagjit Singh

This study examines the radiative capture of a neutron by (^{10})Be using the Coulomb dissociation approach within the FRDWBA theory. We analyze the elastic Coulomb breakup of (^{11})Be on a (^{208})Pb target at 72 MeV/A to determine the photodisintegration cross section and radiative capture cross section. Utilizing the Maxwell-averaged velocity distribution, we calculate the resulting radiative neutron capture reaction rate for the (^{10})Be(n,(gamma))(^{11})Be reaction. Comparative analyses are conducted with experimental data, theoretical results from direct radiative capture methods, and transfer reaction calculations. Additionally, we contrast our findings with the existing (^{10})Be((alpha),(gamma))(^{14})C reaction rate and conclude the dominance of neutron capture over (alpha) capture by (^{10})Be.

本研究使用 FRDWBA 理论中的库仑解离方法研究了 (^{10})Be 对中子的辐射俘获。我们分析了 72 MeV/A 下 (^{208})Pb 靶上 (^{11})Be 的弹性库仑破裂,以确定光分解截面和辐射俘获截面。利用麦克斯韦平均速度分布,我们计算出了(^{10})Be(n,(gamma))(^{11})Be反应的辐射中子俘获反应速率。我们将实验数据、直接辐射俘获方法的理论结果以及转移反应计算结果进行了对比分析。此外,我们还将我们的发现与现有的 (^{10})Be((α,(γ))(^{14})C 反应速率进行了对比,并得出结论:中子俘获比 (^{10})Be 的 (α) 俘获占主导地位。
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引用次数: 0
The $$^7textrm{Be}$$ destruction reactions and the cosmological lithium problem $$^7textrm{Be}$ 破坏反应和宇宙学锂问题
Pub Date : 2024-08-12 DOI: 10.1140/epjs/s11734-024-01277-1
D. Gupta

In this review, we survey a number of experiments over the last few decades, that specifically study the destruction of the (^7textrm{Be}) nucleus, in search for a solution to the long standing cosmological lithium problem. The destruction of (^7textrm{Be}) by both neutrons and charged particles are discussed. However, the reduction in the abundance of the primordial (^7textrm{Li}) is found to be negligible and thus the lithium anomaly remains. The second lithium problem involving (^6textrm{Li}) is still controversial. Overall, it appears that the solution to the lithium problems may not reside in nuclear physics.

在这篇综述中,我们回顾了过去几十年来的一系列实验,这些实验专门研究了(^7textrm{Be})原子核的破坏,以寻找解决长期存在的宇宙学锂问题的方法。讨论了中子和带电粒子对(^7textrm{Be})的破坏。然而,我们发现原始(^7textrm{Li})丰度的减少可以忽略不计,因此锂异常仍然存在。涉及到 (^6textrm{Li}) 的第二个锂问题仍然存在争议。总体看来,锂问题的解决方案可能并不在核物理中。
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引用次数: 0
Review on the use of AI-based methods and tools for treating mental conditions and mental rehabilitation 关于使用基于人工智能的方法和工具治疗精神疾病和精神康复的综述
Pub Date : 2024-08-12 DOI: 10.1140/epjs/s11734-024-01289-x
Vladimir Khorev, Anton Kiselev, Artem Badarin, Vladimir Antipov, Oxana Drapkina, Semen Kurkin, Alexander Hramov

This review provides a thorough examination of recent developments in artificial intelligence analysis methods within mental and psychiatry field. By analyzing and comparing results obtained with various tools and techniques, we provide a comprehensive and systematic understanding of applications. Our main methods include meta-analysis, search queries with the keywords and network-based approach. In our analysis, we observed that terms associated with robotics, human–computer interaction, speech perception, and certain applications, such as chronic fatigue syndrome and psychological adaptation, have been gradually losing prominence. And conversely, techniques such as deep learning, virtual reality, and virtual assistance are gaining traction, and increasing interest was noted for applications involving autistic spectrum disorders, mild cognitive impairments, and psychiatric research areas. The structured and organized presentation of information, along with the accompanying visualizations and diagrams, makes it a valuable resource for scientists and researchers working in the domains of artificial intelligence.

本综述深入探讨了人工智能分析方法在精神和精神病学领域的最新发展。通过分析和比较使用各种工具和技术获得的结果,我们提供了对应用的全面而系统的理解。我们的主要方法包括元分析、关键词搜索查询和基于网络的方法。在分析过程中,我们发现与机器人、人机交互、语音感知和某些应用(如慢性疲劳综合症和心理适应)相关的术语逐渐失去了突出地位。反之,深度学习、虚拟现实和虚拟辅助等技术正受到越来越多的关注,涉及自闭症谱系障碍、轻度认知障碍和精神病学研究领域的应用也受到越来越多的关注。该书结构严谨、条理清晰地介绍了相关信息,并附有可视化图表,是人工智能领域科学家和研究人员的宝贵资料。
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引用次数: 0
Short-term sleep deprivation: considering brain rhythm coordination in the context of an integrated neural network 短期睡眠剥夺:在综合神经网络中考虑大脑节律的协调性
Pub Date : 2024-08-12 DOI: 10.1140/epjs/s11734-024-01286-0
G. A. Guyo, O. N. Pavlova, A. N. Pavlov

The dynamics of electrical activity of the brain in various physiological states are traditionally studied by analyzing dominant rhythms separately. However, in recent years the concept of cross-communication of different cortical rhythms has also been discussed. Using this concept, we study the effects of 1-day sleep deprivation on the coordination of rhythm pairs and compare two methods for assessing their cross-correlations: the Pearson correlation coefficient (PCC) and detrended cross-correlation analysis (DCCA) with its extended version. We show that the latter approach may reveal differences in electrocorticogram (ECoG) signals for a larger number of pairs.

对各种生理状态下大脑电活动的动态研究,传统上是通过分别分析主导节律来进行的。然而,近年来人们也开始讨论不同皮层节律之间交叉交流的概念。利用这一概念,我们研究了为期一天的睡眠剥夺对节奏对协调的影响,并比较了两种评估其交叉相关性的方法:皮尔逊相关系数(PCC)和去趋势交叉相关分析(DCCA)及其扩展版本。我们发现,后一种方法可以揭示更多对的皮层电图(ECoG)信号的差异。
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引用次数: 0
Convergence of BDF2-Galerkin finite element scheme for cancer invasion model 癌症侵袭模型的 BDF2-Galerkin 有限元方案的收敛性
Pub Date : 2024-08-12 DOI: 10.1140/epjs/s11734-024-01272-6
S. Angelin Shena, J. Manimaran, K. Sethukumarasamy, L. Shangerganesh

This article aims to determine the convergence and error bounds for the fully discrete solutions of the cancer invasion model using two-step backward difference scheme (BDF2) in time and Galerkin finite element approximation in space. The existence and uniqueness of a solution is affirmed. We establish error estimates with optimal order convergence rates for full discretization. Finally, some numerical tests are used to authenticate the scheme’s competency and accuracy.

本文旨在确定在时间上使用两步后向差分方案(BDF2)和在空间上使用 Galerkin 有限元逼近的癌症入侵模型全离散解的收敛性和误差边界。确定了解的存在性和唯一性。我们为完全离散化建立了具有最优阶收敛率的误差估计。最后,我们使用一些数值测试来验证该方案的能力和准确性。
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引用次数: 0
Error-aware CNN improves automatic epileptic seizure detection 误差感知 CNN 提高了癫痫发作自动检测能力
Pub Date : 2024-08-12 DOI: 10.1140/epjs/s11734-024-01292-2
Vadim Grubov, Sergei Nazarikov, Nikita Utyashev, Oleg E. Karpov

Automated seizure detection is a major challenge in the context of epilepsy diagnostics. There are numerous approaches to this task, but most of them share the same problem—the trade-off between recall and precision, i.e. decent recall is often accompanied by low precision. This ultimately leads to a high number of false positive seizure detections, which in its turn impede automated diagnostics. The purpose of this study is to develop a method to lower the number of false positive predictions in seizure detection task when applied to real EEG recordings. We propose the cascade approach which combines the idea of iterative refinement algorithms and powerful neural networks. The method is tested on unrefined dataset, that includes EEG recordings of epileptic patients from the hospital. Time-frequency analysis based on continuous wavelet transform is used for EEG preprocessing and feature extraction. To provide predictions the approach implements convolutional neural networks. The proposed approach consists of two steps: in the first step a model is trained to provide initial predictions and then in the second step another model is trained with the knowledge of the first model’s errors. We evaluate the performance of the approach with the confusion matrix metrics adjusted to the specifics of the epilepsy diagnostics task. We show that the number of false positive predictions decreases by an order of magnitude with the use of the proposed method. We theorize about possible application of this approach within a clinical decision support system.

癫痫发作自动检测是癫痫诊断中的一大挑战。有许多方法可以完成这项任务,但大多数方法都有一个共同的问题--召回率和精确度之间的权衡,即召回率高的同时精确度往往很低。这最终导致大量假阳性癫痫发作检测,反过来又阻碍了自动诊断。本研究的目的是开发一种方法,在应用于真实脑电图记录时,降低癫痫发作检测任务中的假阳性预测数量。我们提出的级联方法结合了迭代改进算法和强大神经网络的理念。该方法在未经改进的数据集上进行了测试,该数据集包括医院癫痫患者的脑电图记录。基于连续小波变换的时频分析用于脑电图预处理和特征提取。为了提供预测,该方法采用了卷积神经网络。建议的方法包括两个步骤:第一步是训练一个模型以提供初始预测,第二步是利用第一个模型的误差知识训练另一个模型。我们根据癫痫诊断任务的具体情况调整了混淆矩阵指标,以此评估该方法的性能。我们发现,使用所提出的方法后,假阳性预测的数量减少了一个数量级。我们从理论上探讨了这种方法在临床决策支持系统中的可能应用。
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引用次数: 0
Decreased brain functional connectivity is associated with faster responses to repeated visual stimuli 大脑功能连通性降低与对重复视觉刺激的反应速度加快有关
Pub Date : 2024-08-09 DOI: 10.1140/epjs/s11734-024-01290-4
Anna Boronina, Vladimir A. Maksimenko, Artem Badarin, Vadim Grubov
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引用次数: 0
Characterization of cross-correlations in electrocorticograms of anesthetized mice 麻醉小鼠皮层电图交叉相关的特征
Pub Date : 2024-08-08 DOI: 10.1140/epjs/s11734-024-01288-y
V. V. Adushkina, A. N. Pavlov
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引用次数: 0
Intermittent generalized synchronization in unidirectionally coupled systems with different topology of attractors 具有不同吸引子拓扑结构的单向耦合系统中的间歇广义同步性
Pub Date : 2024-08-07 DOI: 10.1140/epjs/s11734-024-01284-2
Olga I. Moskalenko, Maria K. Kurovskaya, Alexey A. Koronovskii

Intermittency near the boundary of generalized synchronization in unidirectionally coupled chaotic systems with different topology of attractors is studied. On–off intermittency is shown to be observed both in the case of the influence of the system with a simple topology of attractor on the system with a complex topology and, vice versa, in the case of the influence of the system with a complex topology of attractor on the system with a simple topology. Unidirectionally coupled Rössler and Lorenz systems and radiotechnical generators with 1.5 number of degrees of freedom have been considered as sample systems. Mechanisms resulting in the on–off intermittency appearance have been discussed.

研究了具有不同吸引子拓扑结构的单向耦合混沌系统中广义同步边界附近的间歇现象。结果表明,在具有简单拓扑吸引子的系统对具有复杂拓扑吸引子的系统产生影响的情况下,以及反之,在具有复杂拓扑吸引子的系统对具有简单拓扑吸引子的系统产生影响的情况下,都能观察到通断间歇现象。单向耦合的罗斯勒和洛伦兹系统以及具有 1.5 个自由度的辐射技术发生器被视为样本系统。讨论了导致出现开关间歇现象的机制。
{"title":"Intermittent generalized synchronization in unidirectionally coupled systems with different topology of attractors","authors":"Olga I. Moskalenko, Maria K. Kurovskaya, Alexey A. Koronovskii","doi":"10.1140/epjs/s11734-024-01284-2","DOIUrl":"https://doi.org/10.1140/epjs/s11734-024-01284-2","url":null,"abstract":"<p>Intermittency near the boundary of generalized synchronization in unidirectionally coupled chaotic systems with different topology of attractors is studied. On–off intermittency is shown to be observed both in the case of the influence of the system with a simple topology of attractor on the system with a complex topology and, vice versa, in the case of the influence of the system with a complex topology of attractor on the system with a simple topology. Unidirectionally coupled Rössler and Lorenz systems and radiotechnical generators with 1.5 number of degrees of freedom have been considered as sample systems. Mechanisms resulting in the on–off intermittency appearance have been discussed.</p>","PeriodicalId":501403,"journal":{"name":"The European Physical Journal Special Topics","volume":"23 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141940046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental study on coherent structures by small particles suspended in high aspect-ratio ( $$Gamma =$$ 2.5) thermocapillary liquid bridges of high Prandtl number 关于悬浮在高纵横比($$Gamma =$$ 2.5)高普朗特数热毛细管液桥中的小颗粒相干结构的实验研究
Pub Date : 2024-08-06 DOI: 10.1140/epjs/s11734-024-01180-9
Keiichiro Kato, Shogo Sensui, Shin Noguchi, Kizuku Kurose, Ichiro Ueno

In time-dependent traveling-wave convection, it has been confirmed that small particles of low Stokes number ((textrm{St}ll) 1) form three-dimensional closed structures known as the particle accumulation structures (PASs). We focus on coherent structures formed in high aspect-ratio thermocapillary liquid bridges ((Gamma =) 2.5), where oscillatory convection due to the so-called hydrothermal wave instability of (m_{textrm{HTW}}=) 1 stably emerges, and carry out experimental explorations into the volume ratio dependence of the emergence of coherent structures. Variation in the volume ratio induces the presence of coherent structures with different azimuthal wave numbers, that is, different spatial structures. Among the particles added to the liquid bridge, we perform spatio-temporal tracking of particles to quantify the correlation between the behavior of particles and the spatial structures of coherent structures with different rational wave numbers.

在随时间变化的行波对流中,已经证实低斯托克斯数((textrm{St}ll) 1)的小颗粒会形成被称为颗粒堆积结构(PASs)的三维封闭结构。我们重点研究了在高纵横比热毛细管液桥((Gamma =) 2.5)中形成的相干结构,在这种情况下,由于(m_{textrm{HTW}}=) 1的所谓热液波不稳定性而产生的振荡对流会稳定地出现,并对相干结构出现的体积比依赖性进行了实验探索。体积比的变化会诱导出不同方位角波数的相干结构,即不同的空间结构。在加入液桥的粒子中,我们对粒子进行了时空跟踪,以量化粒子行为与具有不同有理波数的相干结构的空间结构之间的相关性。
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引用次数: 0
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The European Physical Journal Special Topics
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