multifractal analysis

多重分形分析
  • 文章类型: Journal Article
    高周和极高周疲劳断裂机制的比较分析(HCF,VHCF)制度是根据增材制造的316L不锈钢样品的断裂表面的多重分形分析结果进行的。就尺度不变量而言,显示了细颗粒区域内外的HCF和VHCF状态下的断裂表面形态。分析表明,在VHCF样品的裂纹萌生区中,浮雕形成的混沌模式普遍存在。然而,在裂纹扩展区域存在明显的相关性的自相似浮雕。HCF和VHCF样品的裂纹扩展区域的起伏彼此相似。
    A comparative analysis of fracture mechanisms in high- and very high- cycle fatigue (HCF, VHCF) regimes was carried out based on the results of multifractal analysis of the fracture surfaces of additively manufactured 316L stainless steel samples. In terms of scale invariants, the morphology of fracture surfaces in HCF and VHCF regimes inside and outside the fine granular area is shown. The analysis demonstrated that chaotic patterns of relief formation prevail in the crack initiation zone of VHCF samples. However, there is a self-similar relief with a pronounced correlation in the crack propagation area. The relief of the crack growth areas for HCF and VHCF samples are similar to each other.
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  • 文章类型: Journal Article
    本文的目的是研究多重分形分析是否可用于研究脉络膜血管,并帮助眼科医生早期诊断视网膜色素变性(RP)。在一个案例研究中,我们使用了光谱域光学相干断层扫描(SDOCT),这是一种非侵入性和高度敏感的视网膜和脉络膜成像技术。脉络膜分支模式的图像可以被视为多重分形。因此,我们计算了广义Renyi点心维数,这被认为是数据不均匀性的度量,证明RP患者与对照组相比增加。
    The aim of this paper is to investigate whether a multifractal analysis can be applied to study choroidal blood vessels and help ophthalmologists in the early diagnosis of retinitis pigmentosa (RP). In a case study, we used spectral domain optical coherence tomography (SDOCT), which is a noninvasive and highly sensitive imaging technique of the retina and choroid. The image of a choroidal branching pattern can be regarded as a multifractal. Therefore, we calculated the generalized Renyi point-centered dimensions, which are considered a measure of the inhomogeneity of data, to prove that it increases in patients with RP as compared to those in the control group.
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  • 文章类型: Journal Article
    2型糖尿病(T2DM)的特点是多种并发症,比如视网膜病变,肾功能衰竭,心血管疾病,和糖尿病神经病变。其中,神经病是最严重的并发症,由于其早期检测的挑战性。线性炉表率变异性(HRV)分析是糖尿病神经病变最常见的诊断技术,并且其特征在于通过使用光电体积描记术获得的速度图的线性分析来确定周围神经上的交感神经-副交感神经平衡。我们的目的是进行多重分形分析来识别自主神经病变,线性HRV分析尚未发现,也无法检测到。我们招募了10名健康对照,10名诊断为T2DM的非完全神经病变患者,10名T2DM患者诊断为完全神经病变。使用手指光电体积描记术获得用于HRV分析的速度图,并进行线性和/或多重分形分析。我们的初步结果表明,线性分析可以有效区分健康患者和T2DM患者的全面神经病变;然而,比较全面和不全面的神经性糖尿病患者,没有发现差异.相反,多重分形HRV分析可有效区分完全和非完全神经性T2DM患者.多重分形分析可以代表确定神经病变发作的强大策略,即使没有临床诊断证据.
    Type 2 diabetes mellitus (T2DM) is characterized by several complications, such as retinopathy, renal failure, cardiovascular disease, and diabetic neuropathy. Among these, neuropathy is the most severe complication, due to the challenging nature of its early detection. The linear Hearth Rate Variability (HRV) analysis is the most common diagnosis technique for diabetic neuropathy, and it is characterized by the determination of the sympathetic-parasympathetic balance on the peripheral nerves through a linear analysis of the tachogram obtained using photoplethysmography. We aimed to perform a multifractal analysis to identify autonomic neuropathy, which was not yet manifest and not detectable with the linear HRV analysis. We enrolled 10 healthy controls, 10 T2DM-diagnosed patients with not-full-blown neuropathy, and 10 T2DM diagnosed patients with full-blown neuropathy. The tachograms for the HRV analysis were obtained using finger photoplethysmography and a linear and/or multifractal analysis was performed. Our preliminary results showed that the linear analysis could effectively differentiate between healthy patients and T2DM patients with full-blown neuropathy; nevertheless, no differences were revealed comparing the full-blown to not-full-blown neuropathic diabetic patients. Conversely, the multifractal HRV analysis was effective for discriminating between full-blown and not-full-blown neuropathic T2DM patients. The multifractal analysis can represent a powerful strategy to determine neuropathic onset, even without clinical diagnostic evidence.
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  • 文章类型: Journal Article
    COVID-19大流行对全球经济和金融市场产生了前所未有的影响。在这篇文章中,我们通过对加密货币和外汇市场进行全面的比较分析,探讨大流行对加密货币和外汇市场弱式效率的影响。为了估计市场效率的弱形式,我们利用非对称多重分形去趋势波动分析(A-MF-DFA)方法得出的非对称市场缺陷测度(MDM),连同模糊熵,Tsallis熵,和费雪信息。最初,我们使用重叠的滑动窗口分析了这四种措施的时间演变。随后,我们评估了在大流行之前和期间两个不同时间段内每个度量和货币的分布的均值和方差。我们的发现揭示了在COVID-19大流行之前和期间效率的明显变化。具体来说,在大流行期间,传统货币的弱势低效率明显增加。在加密货币中,BTC因其行为而脱颖而出,类似于传统货币。此外,我们的结果强调了COVID-19在向上和向下市场走势期间对弱势市场效率的重大影响。这些发现可能对投资者有用,投资组合经理,和政策制定者。
    The COVID-19 pandemic has had an unprecedented impact on the global economy and financial markets. In this article, we explore the impact of the pandemic on the weak-form efficiency of the cryptocurrency and forex markets by conducting a comprehensive comparative analysis of the two markets. To estimate the weak-form of market efficiency, we utilize the asymmetric market deficiency measure (MDM) derived using the asymmetric multifractal detrended fluctuation analysis (A-MF-DFA) approach, along with fuzzy entropy, Tsallis entropy, and Fisher information. Initially, we analyze the temporal evolution of these four measures using overlapping sliding windows. Subsequently, we assess both the mean value and variance of the distribution for each measure and currency in two distinct time periods: before and during the pandemic. Our findings reveal distinct shifts in efficiency before and during the COVID-19 pandemic. Specifically, there was a clear increase in the weak-form inefficiency of traditional currencies during the pandemic. Among cryptocurrencies, BTC stands out for its behavior, which resembles that of traditional currencies. Moreover, our results underscore the significant impact of COVID-19 on weak-form market efficiency during both upward and downward market movements. These findings could be useful for investors, portfolio managers, and policy makers.
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  • 文章类型: Journal Article
    分生孢子与表面的结合是真菌生物污染的先决条件。在这项研究中,使用黑曲霉亚型1957年和1988年,它们产生不同形状的分生孢子(分别为圆形或螺旋状)。测试表面的表面形貌特征,润湿性,和硬度。分生孢子测定包括垂直和横向力测量,除了依恋,粘附和保留测定。阴离子表面较不粗糙(Ra2.4nm),比阳离子表面(Ra5.4nm,36°和0.5GPa,分别)。垂直和横向力测定表明,两种类型的分生孢子都以更大的力粘附到阴离子表面,并受到表面润湿性的影响。在结合测定之后,与阴离子表面结合的A.niger1957和A.niger1988分生孢子较少。然而,表面润湿性影响分生孢子在涂层上的密度和分散,而聚类受到孢子形状的影响。这项工作表明,阴离子表面比阳离子表面更排斥A.niger1998孢子,但是一旦连接,分生孢子更牢固地结合到阴离子表面。这项工作说明了理解分生孢子如何与表面紧密结合的重要性,可用于防止生物污染。
    The binding of conidia to surfaces is a prerequisite for biofouling by fungal species. In this study, Aspergillus niger subtypes 1957 and 1988 were used which produced differently shaped conidia (round or spikey respectively). Test surfaces were characterised for their surface topography, wettability, and hardness. Conidial assays included perpendicular and lateral force measurements, as well as attachment, adhesion and retention assays. Anionic surfaces were less rough (Ra 2.4 nm), less wettable (54°) and harder (0.72 GPa) than cationic surfaces (Ra 5.4 nm, 36° and 0.5 GPa, respectively). Perpendicular and lateral force assays demonstrated that both types of conidia adhered with more force to the anionic surfaces and were influenced by surface wettability. Following the binding assays, fewer A. niger 1957 and A. niger 1988 conidia bound to the anionic surface. However, surface wettability affected the density and dispersion of the conidia on the coatings, whilst clustering was affected by their spore shapes. This work demonstrated that anionic surfaces were more repulsive to A. niger 1998 spores than cationic surfaces were, but once attached, the conidia bound more firmly to the anionic surfaces. This work informs on the importance of understanding how conidia become tightly bound to surfaces, which can be used to prevent biofouling.
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  • 文章类型: Journal Article
    熵通过表示关于相点在吸引子上的位置的平均信息损失率来作为系统中混沌的度量。当处理多重分形系统时,单个指数不能完全描述它的动态,需要连续的指数谱,称为奇点光谱。从投资者的角度来看,熵的上升是异常回报的信号,可能是负回报。这意味着他必须期待意想不到的事情并为此做好准备。为了探索这个,我们分析纽约证券交易所(NYSE)美国指数及其成分股。通过这次考试,我们评估它们的多重分形特征,并使用熵来识别市场条件(看跌/看涨市场),一种识别波动分形市场的有效方法。我们的发现挑战了传统的信念,证明价格下跌会导致熵增加,与文献中的一些研究相反,这些研究表明,市场危机中熵的减少意味着更多的确定性。相反,我们认为熊市可能会表现出更高的熵,表明意外极端事件的可能性更大。此外,我们的研究揭示了幂律行为,并表明不存在方差。
    Entropy serves as a measure of chaos in systems by representing the average rate of information loss about a phase point\'s position on the attractor. When dealing with a multifractal system, a single exponent cannot fully describe its dynamics, necessitating a continuous spectrum of exponents, known as the singularity spectrum. From an investor\'s point of view, a rise in entropy is a signal of abnormal and possibly negative returns. This means he has to expect the unexpected and prepare for it. To explore this, we analyse the New York Stock Exchange (NYSE) U.S. Index as well as its constituents. Through this examination, we assess their multifractal characteristics and identify market conditions (bearish/bullish markets) using entropy, an effective method for recognizing fluctuating fractal markets. Our findings challenge conventional beliefs by demonstrating that price declines lead to increased entropy, contrary to some studies in the literature that suggest that reduced entropy in market crises implies more determinism. Instead, we propose that bear markets are likely to exhibit higher entropy, indicating a greater chance of unexpected extreme events. Moreover, our study reveals a power-law behaviour and indicates the absence of variance.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    在本文中,研究了BetavulgarisL.主根细胞的快速激活液泡(FV)通道中离子电流时间序列的多重分形特性。这些通道仅对单价阳离子是可渗透的,并且在非常低浓度的胞浆Ca2和任一极性的大电压下介导K。使用膜片钳技术,使用多重分形去趋势波动分析(MFDFA)方法记录并分析了红甜菜根液泡中FV通道的电流。FV通道的活性取决于外部电势,并且对生长素敏感。还表明,FV通道中离子电流的奇异谱是非奇异的,和多重分形参数,即,广义赫斯特指数和奇点谱,在IAA存在下进行了修饰。考虑到所获得的结果,可以认为,快速激活液泡(FV)K通道的多重分形特性,表明存在长期记忆,应在生长素诱导植物细胞生长的分子机制中予以考虑。
    In this paper, the multifractal properties of the ion current time series in the fast-activating vacuolar (FV) channels of Beta vulgaris L. taproot cells were investigated. These channels are permeable for only monovalent cations and mediate K+ at very low concentrations of cytosolic Ca2+ and large voltages of either polarity. Using the patch clamp technique, the currents of the FV channels in red beet taproot vacuoles were recorded and analysed by using the multifractal detrended fluctuation analysis (MFDFA) method. The activity of the FV channels depended on the external potential and was sensitive to the auxin. It was also shown that the singularity spectrum of the ion current in the FV channels is non-singular, and the multifractal parameters, i.e., the generalised Hurst exponent and the singularity spectrum, were modified in the presence of IAA. Taking into account the obtained results, it can be suggested that the multifractal properties of fast-activating vacuolar (FV) K+ channels, indicating the existence of long-term memory, should be taken into account in the molecular mechanism of the auxin-induced growth of plant cells.
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  • 文章类型: Journal Article
    在过去的40年里,中国城市已经在广泛的领域中得到了广泛的发展。在这项研究中,我们应用幂律和多重分形分析来表征中国大陆288个地级市的22个指标。用于表征指数的数据代表2012年。结果表明,国内生产总值(GDP)具有规律性,并表现出多重分形空间特征。具体来说,大多数发展领域表现出耦合和混沌。此外,八个具有多重分形特征的指数清楚地反映了相应领域的空间复杂性和地级市之间的波动性。总的来说,第三产业经历了非一般性发展。另一方面,建筑业类似于泡沫经济,传统产业的空间布局具有同质化效应。本研究根据上述分析,考察了中国的总体空间特征和状态;这项研究的重点是2010年初。本研究的贡献提供了基于多重分形方法的定量分析范式。
    In the last 40 years, Chinese cities have seen extensive development across a wide array of spheres. In this study, we applied a power-law and multifractal analysis to characterise 22 indices for 288 prefecture-level cities in mainland China. The data used to characterise the indices is representative of the year 2012. The results show that the Gross domestic product (GDP) is regular and exhibits multifractal spatial characteristics. Specifically, most developmental fields exhibit coupling in conjunction with being chaotic. Furthermore, eight indices with multifractal characteristics clearly reflect the spatial complexity of the corresponding fields and the volatility between prefecture-level cities. Overall, the tertiary industry has undergone nongeneralised development. On the other hand, the construction industry resembles a bubble economy, and the spatial layout of traditional industries has a homogenising effect in Middle and East China. This study examines China\'s overall spatial characteristics and states based on the above-mentioned analyses; additionally, the study focuses on the early 2010s. The contribution of this study provides a quantitative analysis paradigm based on a multifractal approach.
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  • 文章类型: Journal Article
    由于COVID-19大流行,封锁对空气污染水平的影响是不可否认的。世界各地的几项研究已经发现对流层臭氧(O3)浓度的不均匀行为。在这项工作中,塞维利亚(西班牙)被用作交通场所的例子,其中二氧化氮(NO2)急剧减少(41%),而O3没有显着变化。为了评估统计程序未检测到的O3行为差异的存在,使用多重分形方法评估2020年封锁期间NO2和O3与周期参考(2017-2019年)之间的耦合尺度关系。为此,采用了两种主要的耦合多重分形方法:多重分形去趋势互相关和联合多重分形分析。虽然互相关分析没有发现在分析期间NO2和O3的互相关波动之间的差异,联合多重分形分析,基于分区函数和矩量法,在封锁期间发现了O3的变异性。这导致O3时间序列的多重分形特征丧失。封锁期间主要污染物的急剧减少可能是O3时间序列中单分形倾向的原因。发现这些差异的时间范围从80分钟到〜28天。
    Due to COVID-19 pandemic, the lockdown effects on air pollution level are undeniable. Several studies around the world have detected an uneven behaviour in tropospheric ozone (O 3) concentrations. In this work, Seville (Spain) is used as example of faced to traffic place in which the nitrogen dioxide (NO 2) is drastically reduced (41%) while O 3 has no significant changes. In order to evaluate the existence of differences in O 3 behaviour that is not detected by statistical procedures, a multifractal approach was used to assess the coupled scale relationship between NO 2 and O 3 during the 2020 lockdown against a period reference (2017-2019). For this purpose, the two main coupled multifractal method were employed: multifractal detrended cross-correlation and joint multifractal analysis. While cross-correlation analysis did not detect differences between the cross-correlated fluctuations of NO 2 and O 3 in the periods analysed, the joint multifractal analysis, based on the partition function and the method of moments, found a loss of variability in O 3 during the lockdown. This leads to a loss of multifractal characteristic of O 3 time series. The drastically reduction of primary pollutants during the lockdown might be the responsible of the tendency to monofractality in O 3 time series. These differences were found for a wide temporal extent ranging from 80 min to ~28 days.
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