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Association of Arab Universities

2021

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Full-Text Articles in Physical Sciences and Mathematics

Prediction Of Body Fat Percentage Based On Anthropometric Measurements Using Data Mining Approach, Hamsa Amro, Prof. Mohammed Awad Dec 2021

Prediction Of Body Fat Percentage Based On Anthropometric Measurements Using Data Mining Approach, Hamsa Amro, Prof. Mohammed Awad

Journal of the Arab American University مجلة الجامعة العربية الامريكية للبحوث

In recent years, heart disease, diabetes, and some types of cancers have been reported as some main causes of death in most countries of the world, and obesity, which is often attributed to excess body fat, is one of the most common risk factors for these diseases. To make the vast amounts of data produced by health care information systems useful to the potential, the researchers applied knowledge discovery through predictive modeling. This study used anthropometric measurements as input data to different data mining techniques to predict body fat percentage. Fisher’s Method of Scoring was used to select the most …

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On The Stability Of First Order Ordinary Differential Equation With A Nonlocal Condition, Ebtisam Omer Bin-Taher Dec 2021

On The Stability Of First Order Ordinary Differential Equation With A Nonlocal Condition, Ebtisam Omer Bin-Taher

Hadhramout University Journal of Natural & Applied Sciences

In this paper we study the existence and uniqueness of solution for the first order differential equation,𝑑𝑥𝑑𝑡 + 𝑓(𝑡,𝑥(𝑡))=0,𝑡∈[0,𝑇] with the nonlocal condition 𝑥(1)+ 𝐼𝛾 𝑥(𝑡)|𝑡=𝑡𝑜=𝑥𝑜 ., then we prove that the solution is uniformly stable

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The Generalized Q-Analogue Hermite Matrix Polynomials Of Two Variables, Fadhl Saleh Nasser Alsarahi Dec 2021

The Generalized Q-Analogue Hermite Matrix Polynomials Of Two Variables, Fadhl Saleh Nasser Alsarahi

Hadhramout University Journal of Natural & Applied Sciences

In this paper, we introduce the q-analogue generalized Hermite matrix polynomials of two variables. Some recurrence relations for these q-polynomials are derived.

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Seventh And Twelfth-Order Iterative Methods For Roots Of Nonlinear Equations, Hassan Mohamed Bawazir Dec 2021

Seventh And Twelfth-Order Iterative Methods For Roots Of Nonlinear Equations, Hassan Mohamed Bawazir

Hadhramout University Journal of Natural & Applied Sciences

This study presents two iterative methods, based on Newton’s method, to attain the numerical solutions of nonlinear equations. We prove that our methods have seven and twelve orders of convergence. The analytical investigation has been established to show that our schemes have higher efficiency indexes than some recent methods. Numerical examples are executed to investigate the performance of the proposed schemes. Moreover, the theoretical order of convergence is verified on the numerical examples.

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Q-Analogue Modified Laguerre And Generalized Laguerre Polynomials Of Two Variables, Fadhle Bin Fadhle Mohsen, Fadhl Saleh .Alsarahi Dec 2021

Q-Analogue Modified Laguerre And Generalized Laguerre Polynomials Of Two Variables, Fadhle Bin Fadhle Mohsen, Fadhl Saleh .Alsarahi

Hadhramout University Journal of Natural & Applied Sciences

The 𝑞-Laguerre polynomials are important 𝑞-orthogonal polynomials whose applications and generalizations arise in many applications such as quantumgroup (oscillator algebra, etc.), 𝑞-harmonic oscillator and coding theory. In this paper, we introduce the q-analogue modified Laguerre and generalized modified Laguerre polynomials of two variables . Some recurrence relations for these polynomials are derived.

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A Numeric Study On The Influence Of The Values Of The Parameter P In Kronig – Peneny Equation On The Width Of The Bands, Saleh Saeed Barbaid Dec 2021

A Numeric Study On The Influence Of The Values Of The Parameter P In Kronig – Peneny Equation On The Width Of The Bands, Saleh Saeed Barbaid

Hadhramout University Journal of Natural & Applied Sciences

After showing the importance of Bloch Theory about Schrödinger' equation solution with a periodic potential; we demonstrated that the periodic structure of square well in one dimension of the model of Kronig-Penney on the band theory of solid, shows clearly the structure of the allowed and forbidden bands in the crystallized solids and we showed how we can introduce the parameter p in the final equation of this model of bands. Then, we conducted a sufficient study on the influence of this parameter on the widths of the allowed and forbidden energy bands in the crystals. We find that the …

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Thermodynamic And Kinetic Of Eriochrome Black-T Adsorption Onto Yemeni Palm-Date Stones, Abdulrahman Yousef Wahoud, Sawsan Awadh Almaqdi Dec 2021

Thermodynamic And Kinetic Of Eriochrome Black-T Adsorption Onto Yemeni Palm-Date Stones, Abdulrahman Yousef Wahoud, Sawsan Awadh Almaqdi

Hadhramout University Journal of Natural & Applied Sciences

Removal of eriochrome black-T (EB-T) dye from aqueous solutions was performed by adsorption onto Yemeni palmdate stones. The adsorption isotherm was found to follow the Langmuir model. Two simplified kinetic models including pseudo-first order and pseudo-second order equation were selected to follow the adsorption processes. Kinetic studies showed that the adsorption followed pseudo-first order kinetic model. Various thermodynamic parameters such as Δ𝐻 = -3465.3 J/mole and Δ𝑆 = -10.1 J/K/mole. Δ𝐺 was found to be -4495.5, -2195.2, -2235.7 and -45.39 J/mole at 298, 318, 328 and 338 K respectively, the maximum adsorption capacity was equal to 142 mg/g. The results …

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Effect Of Calcium Carbonate, Ph, Mud And Organic Carbon On Soil Phosphate Sedimentation For Some Farms In Wadi Hadramout, Abdul Aziz Salem Dayan Dec 2021

Effect Of Calcium Carbonate, Ph, Mud And Organic Carbon On Soil Phosphate Sedimentation For Some Farms In Wadi Hadramout, Abdul Aziz Salem Dayan

Hadhramout University Journal of Natural & Applied Sciences

This study was conducted to determine the effect of calcium carbonate, pH, the amount of clay on phosphate adsorption, and the effect of early fertilization of phosphatic fertilizer on the amount of fertilizer. Three samples of surface soil (0-30 cm) were obtained from Al-Mashhad (Cotton) and (Sweiri) farms, Hadramout governorate, which differ in their content for: Total calcium carbonate ratio. The amount of clay in its mechanical analysis. Organic carbon.pH (pH).The samples were incubated at room temperature (24-28° C) and at varying concentrations of Monocalsumphosphate. The correlation coefficient was used to find the statistical relationship between the adsorption and release …

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Pd Doped Sno2 Resistive Film As A Non-Enzymatic Glucose Sensor, Salim F. Bamsaoud, Sandhya Rani, R. N. Karekar Prof., S. W. Gosavi Dec 2021

Pd Doped Sno2 Resistive Film As A Non-Enzymatic Glucose Sensor, Salim F. Bamsaoud, Sandhya Rani, R. N. Karekar Prof., S. W. Gosavi

Hadhramout University Journal of Natural & Applied Sciences

A new sugar sensor based on metal oxide is presented here. The variation on the sensor resistance is studied against different glucose and fructose concentrations (1 - 360 mg/dl). The study is done for three different resistive films (i) pristine palladium oxide (PdOx); (ii) tin oxide (SnO2) and (iii) palladium doped tin oxide (Pd-SnO2). The chemical reactions of glucose and fructose with surface species were studied. Pd-SnO2 films show an excellent and reliable response to glucose and fructose solution in comparison with the bare films (PdOx and SnO2). Sensor performance was checked for the blood of normal (120 mg/d) and …

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A Chebyshev Spectral Collocation Method For Solving Kdv-Burgers Equation, Mubarak Awadh Assabaai Dec 2021

A Chebyshev Spectral Collocation Method For Solving Kdv-Burgers Equation, Mubarak Awadh Assabaai

Hadhramout University Journal of Natural & Applied Sciences

A mixed spectral/ Runge-Kutta method is used to obtain numerical solutions of Kortewege–de Vries–Burgers’ (KdVB) equation. The suggested method based on Chebyshev spectral collocation is used with Runge-Kutta method of order four. This technique is accomplished by starting with a Chebyshev approximation for the higher order derivatives in the x -direction and generating approximations to the lower derivatives through successive integrations of the highest-order derivative. The proposed technique reduces the problem to a system of ordinary differential equations in the t -direction. The Runge-Kutta method of order four is used to solve this system. Excellent numerical results have been obtained …

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Some Optical Properties Of (Znte) Thin Films Prepared By Thermal Evaporation Technique On A Glass Substrate, Abdulla Saeed Ba-Sabiah, Mohamed Ali Seyam Dec 2021

Some Optical Properties Of (Znte) Thin Films Prepared By Thermal Evaporation Technique On A Glass Substrate, Abdulla Saeed Ba-Sabiah, Mohamed Ali Seyam

Hadhramout University Journal of Natural & Applied Sciences

Thin films of Zinc telluride (ZnTe)were deposited by thermal evaporation technique on a glass substrate. The optical obtained data were analyzed using a numerical analysis program which showed that the transition mechanism involved indirectly allows transition since the best line dependence is obtained from a plot of 0.5 ( )  h versus photon energy ( ) h . The bandgap decreased from 1.15 to 0.96 eV as the substrate temperature varied from 410 to 510 K. Such behaviour is attributed to unsaturated defects, which are confirmed by XRD examinations. PACS:78.20.Ci, 71.30.+h, 72.90. +y

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Assessment Of Heavy Metal Pollution In The Seawater Of Hadhramout Coastal Area, Yemen, Nabil Abdo Al-Shwaf, Mohammed Abdulla Al-Wosabi, Hisham Mohammed Nagi, Nada Sheikh Mol-Aldwila Dec 2021

Assessment Of Heavy Metal Pollution In The Seawater Of Hadhramout Coastal Area, Yemen, Nabil Abdo Al-Shwaf, Mohammed Abdulla Al-Wosabi, Hisham Mohammed Nagi, Nada Sheikh Mol-Aldwila

Hadhramout University Journal of Natural & Applied Sciences

Hadhramout is considered as the industrial and commercial center for fishing in Yemen. Accordingly, Yemen food security depends highly on maritime products of Hadhramout. Consequently, any severe contamination caused by industrial activities would have direct or indirect negative impact on the sea life and marine environment. Seawater samples were collected from Hadhramout Governorate coastal area Yemen. Five sampling locations were selected to conduct the present study. The samples were taken on a seasonal basis from Augusts of 2013 until May 2014. Twenty seawater samples were collected from the five areas (Ras sharma, Burum, AL-Mukalla, AL-Sheher and Arryidah) at Hadhramout coastal …

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The Development Of Qmms: A Case Study For Reliable Online Quiz Maker And Management System, Mohamed Abdelmoneim Elshafey Dr., Tarek Said Ghoniemy Dr. Nov 2021

The Development Of Qmms: A Case Study For Reliable Online Quiz Maker And Management System, Mohamed Abdelmoneim Elshafey Dr., Tarek Said Ghoniemy Dr.

Future Computing and Informatics Journal

The e-learning and assessment systems became a dominant technology nowadays and distribute across the globe. With severe consequences of COVID19-like crises, the key importance of such technology appeared in which courses, quizzes and questionnaires have to be conducted remotely. Moreover, the use of Learning Management Systems (LMSs), such as blackboard, eCollege, and Moodle, has been sanctioned in all respects of education. This paper presents an open-source interactive Quiz Maker and Management System (QMMS) that suits the research, education (under-grad, grad, or post-grad), and industrial organizations to perform distant quizzes, training and questionnaires with an integration facility with other LMS tools …

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Petrographic Study Of Alkaline Volcanic Rocks In Al-Basit Region Northwest Of Syria, Muhammad Qoujah Nov 2021

Petrographic Study Of Alkaline Volcanic Rocks In Al-Basit Region Northwest Of Syria, Muhammad Qoujah

Jerash for Research and Studies Journal مجلة جرش للبحوث والدراسات

The petrographic and mineralogical investigations on Alkali volcanic rocks from Qastal Maaf. Albassit area, N W Syria show that they have a various composition, extending from microsyenite aegirine, trachyte aegrine nepheline to basanite - tephrite, including a distintet plastomorphic texture aspects and a distinct domination of minerals alteration According to the data, obtained from the field and laboratories, most of the alkaline rocks in Qastal Maaf area belongs to the shoshonitic group, formed by partial melting in the upper mantel at the intra - plate setting due by subduction of the Afro - Arabian plate under the Euro - Asian …

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A Chemical Mineralogy Study Of ‎The Pad Laba Rocks And The Amber ‎Formation In Al-Basit, North- ‎Western Syria, Mahmoud Qoujah Nov 2021

A Chemical Mineralogy Study Of ‎The Pad Laba Rocks And The Amber ‎Formation In Al-Basit, North- ‎Western Syria, Mahmoud Qoujah

Jerash for Research and Studies Journal مجلة جرش للبحوث والدراسات

The aim of this research is to investigate pillow - lava rocks and amper formation, which located ‎in the top of Syrian ophiolite complex. We test about (50) chemical and mineralogical analyses, ‎to find out the concentration, type, and the distribution of these metals and minerals, in the ‎Bassit region in Latakia. This study help to define the petrogenesis of ambers and he's ‎relationship with upper pillow - lava, we thought that amber was formed by the result of some ‎reasons such destruc tion of pillow - lava, or the result of reaction of lava with seawater, or ‎hydrothermal activity …

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The Effect Of Climate Change On The Water Reserve In Wadi Of Hadhramout, Jamal A. Abbad, Khaled S. Bawahidi, Mohamed A. Bawadi Nov 2021

The Effect Of Climate Change On The Water Reserve In Wadi Of Hadhramout, Jamal A. Abbad, Khaled S. Bawahidi, Mohamed A. Bawadi

Hadhramout University Journal of Natural & Applied Sciences

This research aims to study the reality of the impact of climate change on water resources in Wadi (valley) of Hadhramout, as this region is exposed to the impacts of climate change on groundwater resources, through the effects on rainfall and surface water supplies. Climate change is a global phenomenon affecting water resources, so it is necessary to study its impact, specifically on the water reserve in wadi of Hadhramout. from this point of view this problem was taken into account in our study in terms of the possibility of maintaining the balance of water reserves in the study area. …

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Proving The Possibility Of The Calculation Of The Madeluag Constant For The Sodium Chloride Crystal Using A Limited Number Of The Terms Of The Series Giving The Expression Of This Constant, Saleh Saeed Barbaid Nov 2021

Proving The Possibility Of The Calculation Of The Madeluag Constant For The Sodium Chloride Crystal Using A Limited Number Of The Terms Of The Series Giving The Expression Of This Constant, Saleh Saeed Barbaid

Hadhramout University Journal of Natural & Applied Sciences

In this research, after referring to the basic assumption of the theory of the binding energy of the ionic crystals, we explained the Madelung constant and then, we show how the method of the neutral electric groups introduced by Evjen facilitates the convergent of the series showing the Madelung constant. Then, afterwards, we reviewed the principal points of the crystalline structure of the sodium chloride which crystallizes in a cubic faces centred lattice; showing that the apparition 0f 27 ions in each unit cell of its space lattice; afterward we calculate different values of the Madelung constant, showing how we …

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Investigating Thermodynamics And Kinetics Of Methylene Blue And Eriochrome Black-T Adsorption On Activated Carbon Prepared From Coconut Husk, Abdul Rahman Wahoud, Lotfi Abdul Samed Bawazer Nov 2021

Investigating Thermodynamics And Kinetics Of Methylene Blue And Eriochrome Black-T Adsorption On Activated Carbon Prepared From Coconut Husk, Abdul Rahman Wahoud, Lotfi Abdul Samed Bawazer

Hadhramout University Journal of Natural & Applied Sciences

In this research, the adsorption process was studied for methylene blue eriochrome black-T from aqueous solutions on the surface of activated carbon prepared from coconut husk by chemical activation with potassium hydroxide. The results show that the adsorption isotherm for methylene blue follows the Langmuir model while it follows the Freundlich model and the maximum adsorption capacity was 909 mg/g for methylene blue and 262 mg/g for eriochrome black-T. The equilibrium contact time reached in about 90 minutes at lower concentrations and 120 minutes at higher concentrations. Two simplified kinetic models including pseudo-first-order and pseudo-second-order equations were selected to follow …

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Fifth And Eleventh-Order Iterative Methods For Roots Of Nonlinear Equations, Hassan Mohammed Bawazir Nov 2021

Fifth And Eleventh-Order Iterative Methods For Roots Of Nonlinear Equations, Hassan Mohammed Bawazir

Hadhramout University Journal of Natural & Applied Sciences

In this work, two iterative methods, based on Newton’s method, to obtain the numerical solutions of nonlinear equations have been constructed. We proved that our methods converge in fifth and eleventh orders. Analytical investigation has been established to show that our schemes have higher efficiency indexes than some recent methods. Numerical examples are experimented to investigate the performance of the proposed schemes. Moreover, the theoretical order of convergence is verified in the experiment work.

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On N Satisfying, N Dividing Φ(N)Σ(N)+1, Hussain Abdulkader Al-Aidroos Nov 2021

On N Satisfying, N Dividing Φ(N)Σ(N)+1, Hussain Abdulkader Al-Aidroos

Hadhramout University Journal of Natural & Applied Sciences

Let denotes the sum of the positive divisors of the positive integer and be the Euler’s totient function([1],page25). Cleary, divides if is a prime. Then, the question is there a composite that divides ? Considering this problem Yang-Gao Chen and Jin-Hui Fang [5] have proved that , where as usual is the number of distinct prime factors of. and , .We devoted the study of this problem where we prove that every in is odd and that , from which it follows that for any composite in the least prime factors is . Also, we obtained lower bounds for and …

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Assessment Of Temperature Change In Mukalla City In Hadhramaut Governorate And Its Impact On The Environment, Jamal Abu Bakr Abbad, Fahad Hussein Alsomahi, Nabeela Obeid Baharah, Fatima Saleh Alsaeedi Nov 2021

Assessment Of Temperature Change In Mukalla City In Hadhramaut Governorate And Its Impact On The Environment, Jamal Abu Bakr Abbad, Fahad Hussein Alsomahi, Nabeela Obeid Baharah, Fatima Saleh Alsaeedi

Hadhramout University Journal of Natural & Applied Sciences

This research is based on the inventory of data and information on daily and monthly temperatures from 2000 to 2017, where we analyzed the data obtained from NASA about the city of Mukalla for the specified period of time. Using equations, the average daily temperature was calculated from the daily temperature data multiple times equivalent to eight times a day. Monthly and annual averages were calculated using statistical methods. The results clearly show the extent of the change in the temperature rate during the study period. It is noted that there was an increase in the rate of temperature change …

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Improving Accurate Candidates For Missing Data Using Benefit Performance Of (Ml-Som), Abeer Abdullah Al-Mohdar, Mohamed Abdullah Bamatraf Nov 2021

Improving Accurate Candidates For Missing Data Using Benefit Performance Of (Ml-Som), Abeer Abdullah Al-Mohdar, Mohamed Abdullah Bamatraf

Hadhramout University Journal of Natural & Applied Sciences

Missing data is one of the major challenges in extracting and analyzing knowledge from datasets. The performance of training quality was affected by the appearance of missing data in a dataset. For this reason, there is a need for a quick and reliable method to find possible solutions in order to provide an accurate system. Therefore, the previous studies provided robust ability of Self Organizing Map (SOM) algorithm to deal with the missing values [6, 20]. However, it has a drawback such as an error rate(ERR) in the missing values that increase huge dataset. This study is mainly based on …

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Kinetic, Equilibrium And Application Studies For Removal Of Methylene Blue From Aqueous Solution Using Sesbenia Dates Activated Carbon, Mohammed Saleh Bashanaini, Gameel Ahmed Baghaffar, Waheeb Abdellah Bin Frejan Nov 2021

Kinetic, Equilibrium And Application Studies For Removal Of Methylene Blue From Aqueous Solution Using Sesbenia Dates Activated Carbon, Mohammed Saleh Bashanaini, Gameel Ahmed Baghaffar, Waheeb Abdellah Bin Frejan

Hadhramout University Journal of Natural & Applied Sciences

In the present work, sesbenia dates as local agricultural waste has been successfully used for the preparation of activated carbon (AC) by sulphuric acid. This sulphuric acid based activated carbon (SD) and (MSACS) were used for the removal of one cationic dye viz., methylene blue (MB) from aqueous solutions. The structure and physical and chemical properties of (SD) and (MSACS) are investigated using (FTIR) and (SEM) analysis and pH surface and Boehm titration. The effect of the differential experimental parameters controlling the adsorption of dye onto (SD) and (MSACS), were thoroughly investigated, such as the effect of pH, initial dye …

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On 𝜃- -Closed Sets And 𝜃- -Continuous Functlons, Amin Hamoud Saif, Nahid Mohammed Al-Showhati Nov 2021

On 𝜃- -Closed Sets And 𝜃- -Continuous Functlons, Amin Hamoud Saif, Nahid Mohammed Al-Showhati

Hadhramout University Journal of Natural & Applied Sciences

In topological spaces, the class of 𝜃-closed sets and 𝜃-continuous function have been introduced by Velicko and Fomin respectively. The purpose of this paper is to introduce and study these notions in grill topological spaces by giving the new classes of 𝜃- -closed sets and 𝜃- -continuous functions in grill topological space.

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Electro-Organic Synthesis Of Schiff-Bases And Azo-Schiff Bases By Electrochemical Reduction Of The Nitro Group Group In Different Media, Siba Naseef, Deep Bakair, Rushdi Mador Nov 2021

Electro-Organic Synthesis Of Schiff-Bases And Azo-Schiff Bases By Electrochemical Reduction Of The Nitro Group Group In Different Media, Siba Naseef, Deep Bakair, Rushdi Mador

Hadhramout University Journal of Natural & Applied Sciences

In this research synthesized amino is derivative of Schiff-bases by using electrolysis cell. Electrochemical reduction of para-nitroaniline and electrocatalysed condensation have been carried out at zinc electrode and anode from coal in the presence of potassium chloride as supporting electrolyte in water/methanol solution, and in the application of 20V voltage, where interaction is in two stages: the first stage involves the electrochemical reduction of nitro group and get the amino and the second phase also, azo Schiff was synthesized between para-nitroaniline and metoxybenzealdehyde by electrolysis method, which was supplied with a zinc electrode as cathode to perform electrochemical reduction in …

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Splitting-Up Technique And Cubic Spline Approximations For Solving Modified Coupled Burgers' Equations, Anwar Abdulla Bassaif Nov 2021

Splitting-Up Technique And Cubic Spline Approximations For Solving Modified Coupled Burgers' Equations, Anwar Abdulla Bassaif

Hadhramout University Journal of Natural & Applied Sciences

In this paper, a finite difference scheme based on the splitting-up technique and cubic spline approximations is developed for solving modified coupled Burgers' equations. The accuracy and stability of the scheme have been analyzed. It is found that the scheme is of first-order accuracy in time and second-order accuracy in space direction and is unconditionally stable. The numerical results are obtained with severe/moderate gradients in the initial and boundary conditions and the steady state solutions are plotted for different values of given parameters. It is concluded that the resulting scheme produces satisfactory results, even in the case of very severe …

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Compressed Th M-Ary Ppm Technique For Improved Performance Of Uwb Radio, Adnan Arar, Ahmed Masri, Yousef Dama Aug 2021

Compressed Th M-Ary Ppm Technique For Improved Performance Of Uwb Radio, Adnan Arar, Ahmed Masri, Yousef Dama

Hebron University Research Journal-A (Natural Sciences) - (مجلة جامعة الخليل للبحوث- أ (العلوم الطبيعيه

proposed Compressed M-Ary PPM (CTH M-Ary PPM) technique is to adopt fixed symbol duration for all M PPM modulation levels, which results in reducing the number of TH chips , improving the SINR at the pulse level and reducing the overall time required to complete the transmission of the same amount of data from any user. As a consequence, lowering the overall probability of users’ collisions, and so, reducing the chance of interference to occur from the beginning on the pulse level. Detailed channel model and Signal-to-Interference-pulse-Noise-Ratio (SINR) derivations are presented. The designed Simulation results confirm that the new proposed …

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40 Sets Of Strong Ground Motion Records Convey All Design Response Spectrums Located In Tartous, Syria, Dr. Seraj Jdyd Jul 2021

40 Sets Of Strong Ground Motion Records Convey All Design Response Spectrums Located In Tartous, Syria, Dr. Seraj Jdyd

Journal of the Arab American University مجلة الجامعة العربية الامريكية للبحوث

Selecting seismic records in Global Standards is, until now, based on matching design response spectrum, where records should have seismological characteristics similar to the expected earthquake for the considered site (magnitude, distance, fault mechanism and soil conditions). Then it is necessary to scale these records to match the intensity of the earthquake expected for the site. Generally, scaling can be made by ground motions uniform scaling in time domain to best match (in average) the target spectrum within a period range of interest. Design ground motions are typically prescribed by smooth response spectra. But it is preferred to use a …

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A Deep Learning Approach For Forecasting Global Commodities Prices, Ahmed Saied Elberawi, Mohamed Belal Prof. Jul 2021

A Deep Learning Approach For Forecasting Global Commodities Prices, Ahmed Saied Elberawi, Mohamed Belal Prof.

Future Computing and Informatics Journal

Forecasting future values of time-series data is a critical task in many disciplines including financial planning and decision-making. Researchers and practitioners in statistics apply traditional statistical methods (such as ARMA, ARIMA, ES, and GARCH) for a long time with varying accuracies. Deep learning provides more sophisticated and non-linear approximation that supersede traditional statistical methods in most cases. Deep learning methods require minimal features engineering compared to other methods; it adopts an end-to-end learning methodology. In addition, it can handle a huge amount of data and variables. Financial time series forecasting poses a challenge due to its high volatility and non-stationarity …

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Data Quality Dimensions, Metrics, And Improvement Techniques, Menna Ibrahim Gabr Lecturer Assistant, Yehia Mostafa Helmy Prof, Doaa Saad Elzanfaly Assoc. Prof Jul 2021

Data Quality Dimensions, Metrics, And Improvement Techniques, Menna Ibrahim Gabr Lecturer Assistant, Yehia Mostafa Helmy Prof, Doaa Saad Elzanfaly Assoc. Prof

Future Computing and Informatics Journal

Achieving high level of data quality is considered one of the most important assets for any small, medium and large size organizations. Data quality is the main hype for both practitioners and researchers who deal with traditional or big data. The level of data quality is measured through several quality dimensions. High percentage of the current studies focus on assessing and applying data quality on traditional data. As we are in the era of big data, the attention should be paid to the tremendous volume of generated and processed data in which 80% of all the generated data is unstructured. …

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