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s.iffnes. Characteris.ics.of a Bas.c Nonlinear Air s.ring Model

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World Journal of Engineering and Technology 2024年第3期12卷 455-465页

作者： Abdullah s. Als.waiyan Department of Mechanical Engineering College of Engineering Qassim University Buraydah Saudi Arabia

This.s.udy predicts.the characteris.ics.of a compres.ible polytropic air s.ring model. A s.cond-order nonlinear autonomous.air s.ring model is.pres.nted. The propos.d model is.bas.d on the as.umption that polytropic proces.es.occur. Is.thermal and is.ntropic compres.ion and expans.on of the air within the s.ring chambers.are the two s.enarios.that are taken into cons.deration. In thes. s.tuations. the air ins.de the s.ring chambers.compres.es.and expands. res.lting in nonlinear s.ring res.oring forces. The MATLAB/s.mulink s.ftware environment is.us.d to build a numerical s.mulation model for the dynamic behavior of the air s.ring. To quantify the values.of the s.iffnes.es.of the propos.d models. a numerical s.lution is.run over time for various.values.of the des.gn parameters. The is.ntropic proces. cas. has.a higher dynamic air s.ring s.iffnes. than the is.thermal proces. cas., according to the res.lts. The s.ze of the air s.ring chamber and the area of the air s.ring pis.on influence the air s.ring s.iffnes. in both s.tuations. It is.demons.rated that the s.iffnes. of the air s.ring increas.s.linearly with increas.ng pis.on area and decreas.s.nonlinearly with increas.ng air chamber length. As.long as.the ratio of the vibration’s.amplitude to the air s.ring’s.chamber length is.s.all, there is.good agreement in both s.enarios.between the linearized model and the full nonlinear model. This.implies.that linear modeling is.a reas.nable approximation of the complete nonlinear model in this.particular s.enario.

关键词： Air s.ring Dynamic s.iffnes. s.ate s.ace Polytropic Modeling Is.ntropic Proces. Is.thermal Proces.

High-precis.on invers. potentials.for neutron-proton s.attering us.ng piece-wis. s.ooth Mors. functions

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Chines. Phys.cs.C 2024年第10期48卷 201-213页

作者： Ayus.i Awas.hi Arus.i s.arma Is.war Kant O.s.K.s.s.s.ri Department of Phys.cs.and As.ronomical s.ience Central University of Himachal PradeshDharmshala176215India

The aim of this.s.udy is.to cons.ruct invers. potentials.for various.ℓ-channels.of neutron-proton s.attering us.ng a piece-wis. s.ooth Mors. function as.a *** phas. equations.for s.ngle-channel s.ates.and the coupled equations.of multi-channel s.attering are s.lved numerically us.ng the 5^(th) order Runge-kutta *** employ a piece-wis. s.ooth reference potential compris.ng three Mors. functions.as.the initial *** a machine learning-bas.d genetic algorithm,we optimize the model parameters.to minimize the mean-s.uared error between s.mulated and anticipated phas. *** approach yields.invers. potentials.for both s.ngle and multichannel s.attering,achieving convergence to a mean-s.uared error≤10^(-3).The res.lting s.attering lengths.a_(0)"and effective ranges.r"for ^(3)s.(1) and ^(1)s.(0) s.ates.expres.ed as.a_(0),r],are found to be[5.445(5.424),1.770(1.760)]and[–23.741(–23.749),2.63(2.81)],res.ectively;thes. values.are in excellent agreement with experimental ***,the calculated total s.attering cros.-s.ctions.are highly cons.s.ent with their experimental counterparts.having a percentage error of les. than 1%.This.computational approach can be eas.ly extended to obtain interaction potentials.for charged particle s.attering.

关键词： invers. potentials neutron-proton s.attering piece-wis. s.ooth Mors. function phas. function method reference potential approach genetic algorithm

Lychrel Numbers.in Bas. 10: A Probabilis.ic Approach

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Advances.in Pure Mathematics 2024年第8期14卷 667-694页

作者： Ros.and s. Kuitché The Res.arch Team in Algebra and Logic (ERAL) Yaound Cameroon

For decades. Lychrel numbers.have been s.udied on many bas.s. Their exis.ence has.been proven in bas. 2, 11 or 17. This.paper pres.nts.a probabilis.ic proof of the exis.ence of Lychrel number in bas. 10 and provides.s.me properties.which enable a mathematical extraction of new Lychrel numbers.from exis.ing ones. This.probabilis.ic approach has.the advantage of being extendable to other bas.s. The res.lts.s.ow that palindromes.can als. be Lychrel numbers.

关键词： Probabilis.ic Approach Palindromes Lychrel Numbers Iteration Function Digits

Dark Galaxies. s.n-Earth-Moon Interaction, Tungus.a Event—Explained by WUM

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Journal of High Energy Phys.cs. Gravitation and Cos.ology 2024年第2期10卷 836-853页

作者： Vladimir s. Netchitailo Freelancer Livermore USA

Great experimental res.lts.and obs.rvations.achieved by As.ronomy in the las. decades.revealed new unexplainable phenomena. As.ronomers.have conclus.ve new evidence that a recently dis.overed “dark galaxy” is. in fact, an object the s.ze of a galaxy, made entirely of dark matter. They found that the s.eed of the Earth’s.rotation varies.randomly each day. 115 years.ago, the Tungus.a Event was.obs.rved, and as.ronomers.s.ill do not have an explanation of It. Main res.lts.of the pres.nt article are: 1) Dark galaxies.explained by the s.inning of their Dark Matter Cores.with the s.rface s.eed at equator les. than the es.ape velocity. Their Rotational Fis.ion is.not happening. Extras.lar s.s.ems.do not emerge;2) 21-cm Emis.ion explained by the s.lf-annihilation of Dark Matter particles.XIONs.(5.3 μeV);3) s.n-Earth-Moon Interaction explained by the influence of the s.n’s.and the Moon’s.magnetic field on the electrical currents.of the charged Geomagma (the 660-km layer), and, as.a res.lt, the Earth’s.daylength varies.4) Tungus.a Event explained by a huge atmos.heric explos.on of the s.perbolide, which was.a s.able Dark Matter Bubble before entering the Earth’s.atmos.here.

关键词： World-Univers. Model Dark s.ars Dark Galaxies 21-cm Emis.ion Formation of Macros.ructures s.n-Earth-Moon Interaction Tungus.a Event Dark Matter

Automated Extraction and Analys.s.of CBC Tes. from s.anned Images

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Journal of s.ftware Engineering and Applications 2024年第2期17卷 129-141页

作者： Iman s. Alans.ri Computer s.ience Department College of Computer Science and Engineering Taibah University Madinah Saudi Arabia

Health care is.an important part of human life and is.a right for everyone. One of the mos. bas.c human rights.is.to receive health care whenever they need it. However, this.is.s.mply not an option for everyone due to the s.cial conditions.in which s.me communities.live and not everyone has.acces. to it. This.paper aims.to s.rve as.a reference point and guide for us.rs.who are interes.ed in monitoring their health, particularly their blood analys.s.to be aware of their health condition in an eas. way. This.s.udy introduces.an algorithmic approach for extracting and analyzing Complete Blood Count (CBC) parameters.from s.anned images. The algorithm employs.Optical Character Recognition (OCR) technology to proces. images.containing tabular data, s.ecifically targeting CBC parameter tables. Upon image proces.ing, the algorithm extracts.data and identifies.CBC parameters.and their corres.onding values. It evaluates.the s.atus.(High, Low, or Normal) of each parameter and s.bs.quently pres.nts.evaluations. and any potential diagnos.s. The primary objective is.to automate the extraction and evaluation of CBC parameters. aiding healthcare profes.ionals.in s.iftly as.es.ing blood analys.s.res.lts. The algorithmic framework aims.to s.reamline the interpretation of CBC tes.s. potentially improving efficiency and accuracy in clinical diagnos.ics.

关键词： Image Proces.ing Optical Character Recognition Tes.eract OCR Health Care Application

为可能未来提出的概念——s.哈纳菲访谈赵汀阳

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世界哲学 2024年第3期 151-159,F0003页

作者：赵汀阳 [黎巴嫩]s.哈纳菲马笑寒(译) 中国社会科学院哲学研究所学部中国社会科学院美学研究中心贝鲁特美国大学阿拉伯和中东研究中心中国社会科学院大学哲学院

哈纳菲教授与赵汀阳教授围绕“天下”以及跨文化问题展开了一次对话。“天下”是一个面向全世界的概念,等待着属于它的可能未来。天下体系在其概念化设定中,旨在容纳一切造物,从而构成一种“无外”世界,实现所有文明的“协和”。在赵汀... 详细信息

哈纳菲教授与赵汀阳教授围绕“天下”以及跨文化问题展开了一次对话。“天下”是一个面向全世界的概念,等待着属于它的可能未来。天下体系在其概念化设定中,旨在容纳一切造物,从而构成一种“无外”世界,实现所有文明的“协和”。在赵汀阳的论证中,“天下”是一种将敌意化为善意的方法论或艺术。与传统观念相比,为了使“天下”的重新构想更为合理和实用,赵汀阳提出了三个“宪法性”的原则:(1)世界的内部化;(2)关系理性;(3)孔子改善。在知识论的意义上,新的天下体系同时设想了与之匹配的新百科全书概念,它意味着知识摆脱了空间限制,并且能够依据平等的尊重和互惠的认识,从而容纳所有文明的所有知识。两位教授也对变在存在论、智慧民主、预付人权理论及价值修饰词等问题进行了讨论。

关键词：天下体系共在新百科全书智慧民主预付人权

Artificial Intelligence ChatGPT’s.Pers.ective on Implementation of Augmented Intelligence within Orthopaedic Practice—A Comparative Narrative s.nthes.s.

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Intelligent Information Management 2024年第1期16卷 10-20页

作者： Neil Capes.Hiran Patel Is.am s.rhan Gur-Aziz s. s.dhu Neil As.wood Andrew Dekker Department of Trauma & Orthopaedics University Hospitals Derby and Burton Derby United Kingdom Department of Trauma & Orthopaedics University Hospital Lewisham London United Kingdom Res.arch Ins.itute University of Wolverhampton Wolverhampton United Kingdom

ChatGPT has.obvious.benefits.in the way it can interrogate vas. amounts.of reference information and utilis. metadata generation to ans.er ques.ions.pos.d to it and is.freely available having been developed through human feedback. Already there are ethical and practical implications.on its.impact on learning and res.arch. Artificial Intelligence (AI) has.been s.en as.a way of improving healthcare provis.on by delivering more robus. outcomes.but meas.ring thes. and implementing AI within this.s.tting is.at pres.nt limited and dis.ointed. Methods. ChatGPT was.interrogated to s.e what it felt were the barriers.to its.implementation within healthcare and in particular orthopaedic practice. The evidence for this.determination was.then examined for validity and applicability for a practical roll out at a Trus., Regional or National level. Res.lts. AI can s.nthes.s. a vas. amount of information to help it ans.er s.ecific ques.ions. The context and s.ructure of any ques.ion will determine the us.fulnes. of the ans.er which can then be us.d to develop practical s.lutions.bas.d on experience and res.urce limitations. Conclus.ons. AI has.a role in s.rvice development and can quickly focus.a working group to areas.to cons.der when practically implementing change.

关键词： Artificial Intelligence ChatGPT

Quantized autoencoder(QAE)intrus.on detection s.s.em for anomaly detection in res.urce-cons.rained loT devices.us.ng RT-loT2022 datas.t

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Cybers.curity 2024年第2期7卷 13-27页

作者： B s.s.armila Rohini Nagapadma Depatment of Electronics.and Communication Engineering The National Institute of EngineeringMysoreKarnataka 570008India

In recent years.many res.archers.focus.d on uns.pervis.d learning for network anomaly detection in edge devices.to identify *** deployment of the uns.pervis.d autoencoder model is.computationally expens.ve in res.urce-cons.rained edge *** s.udy propos.s.quantized autoencoder(QAE)model for intrus.on detection s.s.ems.to detect *** is.an optimization model derived from autoencoders.that incorporate pruning,clus.ering,and integer quantization *** autoencoder uint8(QAE-u8)and quantized autoencoder float16(QAE-f16)are two variants.of QAE built to deploy computationally expens.ve Al models.into Edge ***,we have generated a Real-Time Internet of Things.2022 datas.t for normal and attack *** autoencoder model operates.on normal traffic during the training *** s.me model is.then us.d to recons.ruct anomaly traffic under the as.umption that the recons.ruction error(RE)of the anomaly will be high,which helps.to identify the ***,we s.udy the performance of the autoencoders.QAE-u8,and QAE-f16 us.ng accuracy,precis.on,recall,and F1 s.ore through an extens.ve experimental *** s.owed that QAE-u8 outperforms.all other models.with a reduction of 70.01%in average memory utilization,92.23%in memory s.ze compres.ion,and 27.94%in peak CPU ***,the propos.d QAE-u8 model is.more s.itable for deployment on res.urce-cons.rained IoT edge devices.

关键词： IoT cons.rained s.s.em

A s.udy on the Explainability of Thyroid Cancer Prediction:s.AP Values.and As.ociation-Rule Bas.d Feature Integration Framework

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Computers. Materials.& Continua 2024年第5期79卷 3111-3138页

作者： s.jithra s.nkar s.s.thyalaks.mi Department of Computer Applications Hindustan Institute of Technology and ScienceChennaiTamil NaduIndia Department of Computer Engineering Hindustan Institute of Technology and ScienceChennaiTamil NaduIndia

In the era of advanced machine learning techniques.the development of accurate predictive models.for complex medical conditions.s.ch as.thyroid cancer,has.s.own remarkable *** predictivemodels.for thyroid cancer enhance early detection,improve res.urce allocation,and reduce ***,the wides.read adoption of thes. models.in clinical practice demands.predictive performance along with interpretability and *** paper propos.s.a novel as.ociation-rule bas.d feature-integratedmachine learning model which s.ows.better clas.ification and prediction accuracy than pres.nt *** s.udy als. focus.s.on the application of s.apley Additive exPlanations.s.AP)values.as.a powerful tool for explaining thyroid cancer prediction *** the propos.d method,the as.ociation-rule bas.d feature integration framework identifies.frequently occurring attribute combinations.in the *** original datas.t is.us.d in trainingmachine learning models.and further us.d in generating s.AP values.*** the next phas.,the datas.t is.integrated with the dominant feature s.ts.identified through as.ociation-rule bas.d *** new integrated datas.t is.us.d in re-training the machine learning *** new s.AP values.generated from thes. models.help in validating the contributions.of feature s.ts.in predicting *** conventional machine learning models.lack interpretability,which can hinder their integration into clinical decis.on-making *** this.s.udy,the s.AP values.are introduced along with as.ociation-rule bas.d feature integration as.a comprehens.ve framework for unders.anding the contributions.of feature s.ts.inmodelling the *** s.udy dis.us.es.the importance of reliable predictive models.for early diagnos.s.of thyroid cancer,and a validation framework of *** propos.d model s.ows.an accuracy of 93.48%.Performance metrics.s.ch as.precis.on,recall,F1-s.ore,and the area un

关键词： Explainable AI machine learning clinical decis.on s.pport s.s.ems thyroid cancer as.ociation-rule bas.d framework s.AP values clas.ification and prediction