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An analytical approach for frequency modulated thermal wave imaging for testing and evaluation of glass fiber reinforced polymers 一种用于玻璃纤维增强聚合物测试和评价的调频热波成像分析方法
Pub Date : 2021-02-12 DOI: 10.1088/2633-1357/abe5b6
Anju Rani, Ravibabu Mulaveesala, V. Kher
Frequency modulated thermal wave imaging (FMTWI) has been considered as one of the promising non-destructive testing and evaluation approach due to its merits such as economical, safe, fast, sensitive and high depth resolvability. The present work provides a novel analytical solution for FMTWI using one-dimensional heat conduction equation with adiabatic (Neumann) boundary conditions. The temperature gradient over the glass fiber reinforced polymer specimen has been analyzed and validated with a commercially available three dimensional mathematical finite element model to retrieve the quantitative information regarding the subsurface defects. The efficiency of the proposed method is highlighted using matched filter based approach for a frequency modulated imposed heat flux. The depth resolvability of the proposed method has been studied from the obtained correlation lag and the time domain phase obtained for FMTWI technique.
频率调制热波成像(FMTWI)因其经济、安全、快速、灵敏和深度分辨率高等优点,被认为是一种很有前途的无损检测与评价方法。本文利用具有绝热(诺伊曼)边界条件的一维热传导方程为FMTWI提供了一种新的解析解。用市售的三维数学有限元模型对玻璃纤维增强聚合物试样的温度梯度进行了分析和验证,以检索有关表面下缺陷的定量信息。采用基于匹配滤波器的方法对频率调制的外加热流进行了优化,提高了算法的效率。从FMTWI技术得到的相关滞后和时域相位出发,研究了该方法的深度可分辨性。
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引用次数: 2
Learning human insight by cooperative AI: Shannon-Neumann measure 通过合作人工智能学习人类的洞察力:香农-诺伊曼测量
Pub Date : 2021-02-01 DOI: 10.1088/2633-1357/abec9e
Edouard Siregar
A conceptually sound solution to a complex real-world challenge, is built on a solid foundation of key insights, gained by posing ‘good’ questions, at the ‘right’ times/places. If the foundation is weak, due to insufficient human insight, the resulting, conceptually flawed solution, can be very costly or impossible to correct downstream. The response to the global 2020 pandemic, by countries using just-in-time supply/production chains and fragmented health-care systems, are striking examples. Here, Artificial intelligence (AI) tools to help human insight, are of significant value. We present a computational measure of insight gains, which a cooperative AI agent can compute, by having a specific internal framework, and by observing how a human behaves. This measure enables a cooperative AI to maximally boost human insight, during an iterated questioning process—a solid foundation for solving complex open-ended challenges. It is an AI-Human insight bridge, built on Shannon entropy and von Neumann utility. Our next paper will addresses how this measure and its associated strategy, reduce a hard cooperative inverse reinforcement learning game, to simple Q-Learning, proven to converge to a near-optimal policy.
对于复杂的现实挑战,一个概念上合理的解决方案是建立在关键见解的坚实基础上的,通过在“正确”的时间/地点提出“好”的问题来获得。如果基础薄弱,由于人的洞察力不足,结果是概念上有缺陷的解决方案,可能会非常昂贵或无法在下游进行纠正。各国利用准时制供应链/生产链和分散的卫生保健系统应对2020年全球大流行就是突出的例子。在这里,人工智能(AI)工具帮助人类洞察,具有重要的价值。我们提出了一种洞察力增益的计算方法,通过具有特定的内部框架并观察人类的行为,协作AI代理可以计算出这种方法。这一措施使合作型人工智能能够在反复提问的过程中最大限度地提高人类的洞察力,这是解决复杂的开放式挑战的坚实基础。它是一个人工智能-人类洞察力的桥梁,建立在香农熵和冯·诺伊曼效用之上。我们的下一篇论文将讨论该措施及其相关策略如何将硬合作逆强化学习博弈简化为简单的q -学习,并被证明收敛到接近最优的策略。
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引用次数: 3
Temperature variance portends and indicates the extent of abrupt climate shifts 温度变化预示并表明气候突变的程度
Pub Date : 2021-01-29 DOI: 10.1088/2633-1357/abda14
C. Ramadhin, C. Yi, G. Hendrey
Here, we show a discernable increase in temperature variance before a glacial termination by both the Ansari-Bradley test and the moving variance methods plus introduce the idea that there is a correlation between the peak variance and peak temperature increase. The behavior of temperature variance shows potential as a useful tool in analyzing time series data of Earth systems to assess the risk and extent of an upcoming abrupt climate transition.
在这里,我们通过安萨里-布拉德利检验和移动方差方法表明,在冰川终止之前,温度方差有明显的增加,并引入了峰值方差和峰值温度增加之间存在相关性的想法。温度变化的行为显示了作为分析地球系统时间序列数据以评估即将到来的气候突变的风险和程度的有用工具的潜力。
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引用次数: 1
Performance of the Scheduled Relaxation Jacobi method in a geometric multilevel setting. I. Linear case 调度松弛Jacobi方法在几何多级设置中的性能。I.线性情况
Pub Date : 2021-01-19 DOI: 10.1088/2633-1357/abd8e3
E. Bentivegna
I investigate the suitability of the Scheduled-Relaxation-Jacobi method as a smoother within a geometric multilevel (ML) solver. Its performance in the solution of a linear elliptic equation is measured, based on two metrics: absolute performance (measured by the residual reduction in a fixed number of iterations), and parallel scalability. I discuss the theoretical expectations on the effect of this hybrid scheme on the solution iterate and, especially, the solution error, and confirm them numerically.
我研究了调度松弛Jacobi方法作为几何多级(ML)求解器中的平滑器的适用性。它在线性椭圆方程求解中的性能是基于两个指标来衡量的:绝对性能(通过固定迭代次数中的残差减少来衡量)和并行可扩展性。我讨论了对该混合方案对解迭代的影响的理论期望,特别是对解的误差的期望,并对其进行了数值验证。
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引用次数: 0
A novel dataset for analysing sub-national socioeconomic developments in the Indian coal industry 用于分析印度煤炭行业次国家社会经济发展的新数据集
Pub Date : 2021-01-14 DOI: 10.1088/2633-1357/abdbbb
Sandeep Pai, Hisham Zerriffi
Coal use needs to rapidly decline in the global energy mix in the next few decades in order to meet the Paris climate goals of keeping global warming well below 2-degrees Celsius. In emerging economies such as India (the second largest producer and consumer of coal) this would entail reducing long-term coal dependency. Prior work has focused on a coal transition in India from a techno-economic point of view, yet little attention has been given to the socio-economic dimensions of this transition. This is in part due to lack of availability of datasets required for such analysis. The first step in understanding the socio-economic dimensions of a coal transition in India is to understand the scale of current socio-economic dependency on coal at the sub-national level. We contribute to this literature by creating a novel dataset comprised of all 459 operational coal mines in India, using multiple Right to Information Act applications (India’s Freedom of Information Act) and then combining this dataset with coal company wise employment factors to estimate direct job numbers at the district level (a sub-administrative unit). We find that coal is produced in 51 districts in 13 states in India with large variations in employment numbers among these districts. While Korba district in Chhattisgarh state is the highest coal producing district, Dhanbad district in Jharkhand state is home to the highest number of coal mining workers. This is the first attempt at understanding the socio-economic dependency on coal at a district level and future work could focus on quantifying other district level socio-economic indicators such as coal related revenues. The new dataset and the results of this paper will be useful for scholars conducting future work on coal transitions and related topics.
未来几十年,全球能源结构中的煤炭使用量需要迅速下降,以实现《巴黎协定》将全球变暖控制在2摄氏度以内的目标。在印度(第二大煤炭生产国和消费国)等新兴经济体,这将需要减少对煤炭的长期依赖。以前的工作从技术经济的角度侧重于印度的煤炭转型,但很少注意到这一转型的社会经济方面。这部分是由于缺乏这种分析所需的数据集的可用性。了解印度煤炭转型的社会经济层面的第一步,是了解目前次国家层面社会经济对煤炭的依赖程度。我们通过创建一个由印度所有459个运营煤矿组成的新数据集,使用多个信息权法案应用程序(印度的信息自由法案),然后将该数据集与煤炭公司明智的就业因素相结合,以估计地区一级(次行政单位)的直接就业人数,从而为这一文献做出贡献。我们发现,印度13个邦的51个地区生产煤炭,这些地区的就业人数差异很大。恰蒂斯加尔邦的科尔巴地区是煤炭产量最高的地区,而贾坎德邦的丹巴德地区是煤矿工人人数最多的地方。这是了解地区一级对煤炭的社会经济依赖程度的第一次尝试,今后的工作可侧重于量化其他地区一级的社会经济指标,如与煤炭有关的收入。新的数据集和本文的结果将有助于学者开展煤炭转型和相关主题的未来工作。
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引用次数: 9
Explorations on the electronic structure and spectroscopic IR assignments of 5-methyl-2-(2-oxopropyl)-pyrazolo[5,1-b]quinazolin-9(3H)-one molecule 5-甲基-2-(2-氧丙基)-吡唑并[5,1-b]喹唑啉-9(3H)-酮分子的电子结构和红外光谱研究
Pub Date : 2021-01-06 DOI: 10.1088/2633-1357/abe4b8
Dilip Kumar, V. Kushwaha, U. Yadava
In the present work, theoretical investigations on a quinazoline derivate, 5-methyl-2-(2-oxopropyl)pyrazolo[5,1-b]quinazolin-9(3H)-one, have been carried out through quantum mechanical density functional B3LYP/6-31G(d,p) method to explore its electronic structure and vibrational features. The normal modes analysis was executed to predict the contributions of different vibrational modes at the required frequencies in the infrared region and the spectral peaks have been assigned accordingly. Besides, certain electronic properties that are associated with chemical reactivity like, HOMO-LUMO energy gap, molecular electrostatic potential, Mulliken partial charges, etc have been estimated and discussed herein. It has been established that the molecule is chemically reactive and may be used in designing drugs as COX-2/5-LOX inhibitor.
本文采用量子力学密度泛函B3LYP/6-31G(d,p)方法对喹唑啉衍生物5-甲基-2-(2-氧代丙基)吡唑并[5,1-b]喹唑啉-9(3H)-酮进行了理论研究,以探索其电子结构和振动特性。执行正态模式分析以预测红外区域中所需频率下不同振动模式的贡献,并相应地分配了光谱峰。此外,本文还估计和讨论了与化学反应性相关的某些电子性质,如HOMO-LUMO能隙、分子静电势、穆利肯部分电荷等。已经证实该分子具有化学反应性,可用于设计COX-2/5-LOX抑制剂的药物。
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引用次数: 0
Genome description of Nostoc ellipsosporum strain NOK (Nostocales, Cyanobacteria) isolated from an arsenic contaminated paddy field of the Bengal Delta Plains 孟加拉三角洲平原砷污染稻田中分离的褐藻菌(Nostoc ellipsosporum)菌株NOK的基因组描述
Pub Date : 2021-01-01 DOI: 10.1088/2633-1357/ac202f
Anwesha Ghosh, P. Bhadury
A diazotrophic cyanobacterium, Nostoc ellipsosporum strain NOK, was isolated from an arsenic contaminated paddy field of the Bengal Delta Plains (BDP). Located across India and Bangladesh, BDP, is one of the worst arsenic (As)-affected regions of the world. Previous studies have shown this isolate to be tolerant to high concentration of arsenic (≦400 μM). The genome of this isolate was sequenced to identify the genes involved in various metabolic pathways including arsenic resistance and biofilm formation. Whole genome analyses showed Nostoc ellipsosporum strain NOK to be closely related to N. punctiforme strain PCC73102. The genome is about 10.9 Mbp which assembled into 694 contigs. Genome annotation identified 10120 genes out of which 10000 were CDSs. There are a total of 9927 protein coding genes in addition to 120 RNA coding genes. The genome codes three 5S rRNA, four 16S rRNA and three 23S rRNA genes along with 103 tRNAs, 7 ncRNAs and 73 pseudo-genes. The G + C% of the genome is 54.28. The genome codes for crucial genes involved in biofilm formation in response to stress conditions including arsenic stress. The arsBHC operon is present within the genome which makes this tolerant to high concentration of arsenic which might lead to biofilm formation. A number of ABC transporters including cysUW and sbp (sulfate/thiosulfate), nrtABC (nitrate/nitrite/cyanate), cmpABCD (bicarbonate), ssuABC (alkane sulfonate), modABCF (molybdate; 2 copies), afuAC (iron), pstA (phosphate; 2 copies), pstBC, pstS (4 copies), cbiOQ (cobalt and nickel) and opuBC, opuBB and opuBA (osmoprotectants) were identified.
从孟加拉三角洲平原(BDP)砷污染的稻田中分离到一株重氮营养蓝藻NOK。BDP横跨印度和孟加拉国,是世界上受砷污染最严重的地区之一。前期研究表明,该分离物对高浓度砷(≦400 μM)的耐受性较好。对该分离物的基因组进行了测序,以确定参与各种代谢途径的基因,包括抗砷性和生物膜的形成。全基因组分析表明,NOK菌株与斑点状念珠菌PCC73102亲缘关系较近。基因组约10.9 Mbp,由694个contigs组成。基因组注释鉴定出10120个基因,其中10000个为cds。除RNA编码基因120个外,蛋白质编码基因共有9927个。基因组编码3个5S rRNA、4个16S rRNA和3个23S rRNA基因,以及103个trna、7个ncrna和73个伪基因。基因组的G + C%为54.28。基因组编码的关键基因参与生物膜的形成,以应对应激条件,包括砷胁迫。arshbhc操纵子存在于基因组中,这使得它能够耐受高浓度的砷,从而可能导致生物膜的形成。许多ABC转运体包括cysUW和sbp(硫酸盐/硫代硫酸盐)、nrtABC(硝酸盐/亚硝酸盐/氰酸盐)、cmpABCD(碳酸氢盐)、ssuABC(烷烃磺酸盐)、modABCF(钼酸盐;2拷贝),afuAC(铁),pstA(磷酸盐;鉴定出2个拷贝)、pstBC、pstS(4个拷贝)、cbiOQ(钴和镍)和opuBC、opuBB和opuBA(渗透保护剂)。
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引用次数: 0
Two point-source interference: a study of the formation of concentric circular fringes 两个点源干涉:同心圆条纹形成的研究
Pub Date : 2021-01-01 DOI: 10.1088/2633-1357/ac13bb
J. I. Thomas
In this short paper, the hyperbola-based analysis of wave interference recently developed by Thomas is employed to study the pattern of concentric circular fringes captured on a distant screen, when its plane is oriented orthogonal to the line joining two coherent point-sources. Newton’s rings are another instance of concentric circular fringes, generated with an extended source and a plano-convex lens-glass plate combination. The underlying geometry of the latter scenario, as described in the literature, allows for the estimation of two important physical parameters viz. the wavelength of light and the refractive index of a liquid medium. It is demonstrated here that the geometrical arrangement of the former scenario can in principle, be utilized to reach the same ends as well. Additionally, the hallmark distinguishing features of both types of circular fringe patterns are qualitatively and quantitatively elucidated.
在这篇短文中,采用Thomas最近发展的基于双曲线的波干涉分析来研究在远处屏幕上捕获的同心圆形条纹,当其平面与两个相干点源连接的线正交时。牛顿环是同心圆条纹的另一个例子,由扩展光源和平凸透镜-玻璃板组合产生。如文献所述,后一种情况的基本几何结构允许估计两个重要的物理参数,即光的波长和液体介质的折射率。这里证明了前一种情况的几何排列原则上也可以用来达到相同的目的。此外,两种类型的圆形条纹图案的标志性区别特征定性和定量阐明。
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引用次数: 1
An AI-assisted chatbot for radiation safety education in radiotherapy 一种人工智能辅助放射安全教育聊天机器人
Pub Date : 2021-01-01 DOI: 10.1088/2633-1357/ac1f88
David Kovacek, J. Chow
Purpose. We created a virtual assistant chatbot that will serve as a tool for radiation safety training for clinical staff, including radiation oncologist, radiotherapist and medical physicist, in cancer treatment. The Bot can also be used to test their knowledge on radiation safety. Methods. The Bot was constructed using IBM’s Watson Assistant functionalities on the IBM cloud. A layered structure approach was used in the workflow of the Bot to interact with the user. Through answering various questions concerning radiation safety in radiotherapy, the users can learn the essential information to gain knowledge, when working in a cancer centre/hospital. Results. The user interface of the Bot was a front-end window operating on Internet, which could easily be accessed by any Internet-of-things such as smartphone, tablet or laptop. The Bot could communicate with the user for radiation safety Q&A. If the Bot could not identify what the user needed, the Bot would provide a list of options as a guidance. Using the natural language processing in communication, knowledge transfer from the Bot to user could be carried out. Conclusion. It is concluded that the radiation safety chatbot worked as intended, utilizing all the tools provided by the IBM Watson Assistant. The Bot could provide radiation safety information to the radiation staff effectively, and be used in staff training in radiotherapy.
目的。我们创造了一个虚拟助理聊天机器人,它将作为临床工作人员的辐射安全培训工具,包括放射肿瘤学家、放射治疗师和医学物理学家,在癌症治疗方面。机器人也可以用来测试他们在辐射安全方面的知识。方法。这个机器人是在IBM云上使用IBM的沃森助手功能构建的。机器人的工作流程采用分层结构的方式与用户进行交互。透过回答各种有关放射治疗的辐射安全问题,使用者可了解在癌症中心/医院工作时所需的基本资讯。结果。Bot的用户界面是一个在互联网上操作的前端窗口,可以通过智能手机、平板电脑、笔记本电脑等任何物联网设备轻松访问。机器人可以与用户进行辐射安全问答。如果Bot不能确定用户需要什么,Bot将提供一个选项列表作为指导。利用交流中的自然语言处理,可以实现Bot向用户的知识传递。结论。结论是,辐射安全聊天机器人在利用IBM沃森助手提供的所有工具的情况下按预期工作。机器人可以有效地为放射工作人员提供放射安全信息,并用于放射工作人员的培训。
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引用次数: 9
Effects of fuel cost and driving behaviors on operational costs of gasoline and electric vehicles in the US 燃料成本和驾驶行为对美国汽油和电动汽车运营成本的影响
Pub Date : 2021-01-01 DOI: 10.1088/2633-1357/ac10bd
Isaac Schmidt, E. Grubert
Internal combustion engine vehicles have long dominated personal vehicle sales in the United States. As electric vehicles gain market share, understanding fuel costs of gasoline versus electric vehicles (EVs) is increasingly relevant for potential buyers and for researchers. In particular, understanding the influence of fuel price volatility on fuel costs is of interest. Although it is well known that fueling an EV is cheaper than fueling a gasoline vehicle, costs are less commonly expressed in explicit spatially and temporally resolved terms. This note presents an Excel model that includes state-specific gasoline and residential electricity price data for US states between 2015–2020, including both average overall electricity prices and lowest-cost time-of-use electricity rates (measured over a consecutive 8-hour potential residential charging period) for each state. This model, which we call the Fuel Cost Calculator, also allows users to evaluate the impact of several major external and driver behavior factors on fuel costs for gasoline versus electric vehicles. These combinations of these factors result in unique scenarios which make price differences for the fuel costs more variable. With the Fuel Cost Calculator, the user can create specific scenarios reflecting potential real-world conditions to create cost estimates for gasoline and residential EV fueling over user-determined time periods and distances. Fuel costs for gasoline vehicles are generally higher than for electric vehicles in the US, consistent with prior studies. We also explicitly show that fuel cost budgets are much more volatile for gasoline versus electric vehicles charged at a residence, given the much less stable price of oil versus electricity. This volatility is sufficiently large so as to be relevant for vehicle owner budgets. The FCC also shows carbon dioxide (CO2) emissions associated with vehicle use, resolved at the state level.
长期以来,内燃机汽车一直主导着美国的个人汽车销售。随着电动汽车市场份额的增加,了解汽油和电动汽车(ev)的燃料成本对潜在买家和研究人员来说越来越重要。特别是,了解燃料价格波动对燃料成本的影响是令人感兴趣的。虽然众所周知,给电动汽车加油比给汽油车加油便宜,但成本通常不太能用明确的空间和时间解决的术语来表示。本文提供了一个Excel模型,其中包括2015-2020年美国各州特定的汽油和住宅电价数据,包括每个州的平均总电价和最低成本分时电价(在连续8小时的潜在住宅充电期内测量)。这个模型,我们称之为燃料成本计算器,还允许用户评估几个主要的外部因素和驾驶员行为因素对汽油和电动汽车燃料成本的影响。这些因素的组合导致了独特的情况,这使得燃料成本的价格差异更加可变。使用燃料成本计算器,用户可以创建反映潜在现实条件的特定场景,从而在用户确定的时间段和距离内创建汽油和住宅电动汽车加油的成本估算。在美国,汽油车的燃料成本普遍高于电动汽车,这与之前的研究结果一致。我们还明确表明,考虑到石油价格相对于电力价格的不稳定,在住宅充电的汽油车比电动汽车的燃料成本预算更不稳定。这种波动性足够大,因此与车主预算相关。FCC还显示了与车辆使用相关的二氧化碳(CO2)排放,这在州一级得到了解决。
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引用次数: 1
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