JOURNAL OF EDUCATION AND SCIENCE

Abstract
In this paper, the semi-empirical tight binding method for the nearest neighbors in the first Brillouin zone has been used to calculate the energy band structure of GaAs crystal which have zinc blend ZB structure, the band structure has been calculated by using sp^3 model which have 9 parameters and sp^3 s^* which have 13 parameters, both these models are used to calculate the main characteristic of both valence and conduction bands. The matrix elements were determined using the method followed by Cohen and Vogl, by identifying points in the wave vector space within the reduced Brillouin zone between the points of high symmetry and calculating the eigenvalues of all these points by building a computer program in MATLAB to form the energy band structure. The effective mass m^* along the direction [111] for the lowest conduction bands has been calculated. A comparison between the sp^3 model used by Cohen and the sp^3 s^* model used by Vogl has been made. The energies of the band structure at points the high symmetry Γ and X obtained from the study were compared with the results of the published research. The results showed that there is a difference in the energy gap between sp^3 and sp^3 s^* models and there is good agreement between the band energies at high symmetry points between these two models and the published results.

Significance of Enhancement Technique In Segmentation of Image and Signal: A Review of the literature

Abstract:
From the last 70 years, there is continuous development in the field of digital image processing such as geology, biology as well as in medical fields. Solving many problems in the case of numerous application image processing plays an important role. Recently, wireless communication has been a dominant medium. When a signal or image is transmitted via the wireless environment, the quality of the image or signal gets degraded. It is the biggest issue. This happens because of acquisition and color space conversion. Hence, priority is given to enhance the quality of the image or signal. Enhancement is the process responsible to enhance the quality of the signal. In this paper, we focused on various enhancement techniques for image and signal enhancement. Furthermore, this study put down the result for various enhancement techniques for improvement in the image. Theoretically, the signal enhancement was discussed shortly.

In this paper, porous silicon has been prepared and studied by photochemical etching method using a n-type silicon wafer with electrical resistivity (0.01-0.02 Ω.cm), orientation (100), hydrofluoric acid of 20% HF, current density of 15 mA / cm2 and etching time at (5 min). Silver nanoparticles (AgNPs) have been deposited using laser ablation by drop casting with different laser energy of 400,600 and 800m J. The electrical properties (I-V measurements) of silver nanoparticles on porous silicon have studied in both light and dark conditions. It can be seen the samples behave a rectifier and the current density increases with increase laser energy due to increase in concentration of silver nanoparticles, which lead to a decrease in the values of resistivity as the laser energy increases, this is attributed to the pores are filled with silver nanoparticles and lead to interference between silver and the porous silicon layer. The silver nanoparticles play an important role in forming a homogeneous layer and enhancing the crystal stability of the porous silicon layer.

            The annealing process was carried out for the Nano composed oxides (zinc and nickel) at different temperatures (200 ° C, 500 ° C, 700 ° C) and for a specific time of one hour for each temperature change in order to get rid of the internal pressures and the change in their physical and chemical properties and study the structural properties. The optical and surface diffraction results of the nanocrystalline oxides after each temperature change, as the results of the X-ray diffraction of zinc oxide showed that it has a polycrystalline structure and of the hexagonal type and the X-ray diffraction  of nickel oxide showed that it has a polycrystalline structure of the cubic type. After the annealing process using Brake law and calculating the average Crystallite size by Debye Shearer method, it was observed that there was an increase in the average crystal size after each temperature change and the results of FTIR showed the emergence of the chemical Zn-O band of zinc oxide, as most Studies indicate the emergence of a (Zn-O) band within the (cm^-1) spectral range (400-700) and the emergence of a (Ni-O) chemical bond of nickel oxide, where the peak intensity of this bond decreases due to the hot change. Get up in temperatures. The results of (FESEM) images showed that it is within the nanoscale and that the grain size increases after each temperature change process..

Speaker recognition is one of the field topics widely used in the field of speech technology, many research works has been conducted and little progress has been made in the past five to six years, and due to the advancement of deep learning techniques in most areas of machine learning, it has been replaced previous research methods in speaking recognition and verification. The topic of deep learning is now the most advanced solution to verifying and identifying a speaker's identity. The algorithms used are (x-vectors) and (i-vectors) which are considered the baseline in modern work. The aim of this study is to review deep learning methods applied in identifying speakers and tasks for validating older solutions (Gaussian mixture model, Gaussian mixture super vector model and i-vector model) to new solutions using deep neural networks (deep belief network, deep corrective learning network). ) As well as the types of metrics to verify the speaker (cosine distance, probabilistic linear discrimination analysis) as well as the databases used for neural network training (TIMIT, VCTK, VoxCeleb2, LibriSpeech).

In this paper, the ablation of pure gold target in distilled water (DW) using Nd:YAG laser of wavelength 1064 nm and different laser energies (480, 680, 880) mj, with repetition frequency of 6Hz and number of pulses 300 pulse were studied. The optical properties were studied by UV-VIS spectroscopy, and the spectra showed the appearance of sharp peaks as a result of the plasmonic absorption surface at (529, 531, 532) nm corresponding to the above mentioned energies. The results of the atomic force microscope (AFM) test also showed that the average size of gold nanoparticles decreases with the increase of the energy of the pulsed laser, that gold nanoparticles possess a cube crystalline phase (FCC) according to x-ray diffraction (XRD) test whereas the results of the scanning electron microscope (SEM) showed that the gold nanoparticles have an almost spherical shape.

Laser skimming of solids in liquid has opened up unique prospects for the manufacture of nanostructures and as a result there has been rapid growth of studies in the composition of nanostructures by this new technology in recent years. The resulting nanoparticles are somewhat crystallized, and can be obtained in an easy and one-step way without any subsequent heat treatment. Due to the high potency of the cut-off parts, pure colloidal solutions of nanoparticles can form a product that accumulates in the colloidal solution obtained in a very easy way. Colloidal gold is very attractive to many applications in biotechnology and biomedicine because of its unique physical and chemical properties

This study was conducted for the purpose of making milk ice cream free from lactose and to demonstrate the effect of replacing cows' milk with coconut milk on the general characteristics of the product, as it was observed in samples made from coconut milk a high percentage of total solids, a slight increase in the percentage of fat and a decrease in the percentage of total sugars. While the percentage of protein and ash increased, so did the pH value of the mixture, and the percentage of the restorative acidity of the product decreased, and The specific weight of the mixture and the product decreased, the relative viscosity increased, the percentage of rent increased, the percentage of shrinkage increased, the product's resistance to melting increased, the caloric content of the product increased, and the degrees of sensory evaluation increased with the increase in the substitution ratios with coconut milk, and the total number of bacteria, coliform and Staph bacteria increased. aureus in coconut milk samples.

(〖E(8〗_1^+))/(〖E(2〗_1^+)),(〖E(6〗_1^+))/(〖E(2〗_1^+)) , ( 〖E(4〗_1^+))/(〖E(2〗_1^+)) and the ratios of In this study, the energy of the first exited 21+
for 152-156DY even-even isotopes are compared with the standard values for the three limits, the vibration U(5), gamma-soft O(6) and the rotational SU(3). The back-bending curve and the relation between E/ I as a function of I ( E-GOS), the ratio 〖E(J〗_1^+)/〖E(2〗_1^+) and the ratio r (I+2/I) as a function of spin (I) are drawn for these isotopes to have more information about their properties. Calculation of the energy of different states along the yrast region has been done using the standard relations for each limit, U(5), O(6) and SU(3) and a comparison with the experimental data show that they the isotopes 152-154DY possess vibration U(5) properties and isotope 156DY possess gamma-soft O(6) properties.
The interacting boson model IBM-1,BM and IVBM has been used to calculate the energy of different states along the yrast region applying a suitable limit for each isotopes. A program with MATLAB 10 has been built for this purpose. Agood agreement with the experimental data was obtained

Electronic systems are considered one of the most important pillars in the development of the work of any institution, especially the systems related to the administrative and financial aspects.
In this research, an electronic system for salaries for the Nineveh Investment Commission (NIC) was designed and implemented model using the language (C#), A central database was built using a Database Management System (SQL), This system was based on a local wireless network to share work by adopting (Client/Server) model to connect the computers, the proposed system includes very important features such as the open system data that enables the user to add and amend the percentages of the basic and secondary salary components, automatic calculation of the salary by specifying the employee service specifications and the certificate obtained, fixed and variable allocations and deductions, calculating all leave, Determining annual bonuses and promotions and organizing them to makes it easy for the user to know who is eligible, update and calculate them, in this system several levels of system users were built. A report was added for the employee's last salary certificate with detailed reports on salaries and the system was strengthened with the feature of backing up to prevent the database from Damage and referred to at any time.
The system was tested on real data to issuing salary reports for three months. As the system met with great desire and reliability in its use by conducting a questionnaire to measure the usability of the system on the specialists.

In this study, a mixture of two polymers consisting of commercial adhesive [ethylene vinyl acetate (EVA)] and melamine (M) Which were used in this study.
Different weights of both polymers were used with total weights equal for (1 g). The asphalt was treated with the above mixture in the presence of 1% by weight of sulfur at (180 ° C) for one hour.
The rheological properties of the modified samples and original one were measured, which included measuring the ductility , penetration, and softining point as well as calculating the penetration index and percentage of the separated asphaltens .
After that, the best samples obtained from the above modification process were taken, and several interactions were performed on it in order to determine each of :
The optimum conditions for the conversion process have been established and include the percentage of added sulfur and the temperature the best time, the best weights of the mixture, and the best addition sequence.
After that, the best sample obtained from this study was taken and the marshals test with chemical immersion was performed, as well as the effect of aging on this sample was studied.
The study gave good results in the field of asphalt resistance to the deformation processes which were carried out on it.

Speaker identification techniques are one of those most advanced modern technologies and there are many different systems had been developed, from methods that used to extract characteristics and classification. The applications of Speech identification are quite difficult and requires modern technologies with a large number of audio samples and resources.
In this research, the system of speaker identification had been designed based on a text (the word or sentences are pre-defined) which give the system the capability to identify the speaker in the least time, number of training samples and resources. The system consists four main parts, the first one is to create audio databases. In the study, two audio databases were relied upon, the first being a database (QS- Dataset) and the second database (audioMNIST_meta). The databases were processed and configured in a way that was explained in the body of the research later. The second part of the research is to extract the characteristics through the pitch coefficients algorithm, while the third part is the use of the neural network as a classifier. And the last part of the research is to verify the work and results of the system.
The test results showed the ability of the MNN network to deal with the smallest number of data, as it achieved a percentage of 100%. As for large data, it ranged from 80% to 81%. Unlike CNN network, the results were not good for the few data, from 60% to 76%, and with large data it was The results are excellent, from 91% to 96%.

The present study was conducted with the aim of evaluating the effect of using three temperatures of 30, 40, and 50 °C and five exposure periods of 6, 12, 24, 48 and 96 hours/degree of temperature in reducing the residues of Lambda-cyhalothrin in water under laboratory conditions and measuring these residues using HPLC as well as Biological evaluation of these residues before and after thermal treatments. The HPLC readings of the residues of this pesticide showed that the highest general average of the degradation rate was at the concentration of 30 ppm / active substance (93.47%) and at the temperature at 30 °C (94.79%), while it was only for the exposure period. 48 hours significant effect (89.80%), and the percentage of deterioration in the effectiveness of the pesticide against adults of the insect T.confusum ranged between 96.72 and 99.22%, and the highest of these percentages was at a concentration of 10 ppm (99.22%) and at a temperature of 40 °C (98.33%). for the exposure periods 24 and 48 hours (98.29%). This may indicate the sensitivity of this pesticide to the temperatures used, which seemed to be high in its initial limit, while the highest rate of degradation was 89.08% at the 48-hour period, which differed significantly from The rest of the other averages, which reached 82.2, 85.26, 89.35 and 86.95% for exposure periods of 6, 12, 24 and 96 hours, respectively.

This research deals with the preparation number of composite materials by casting the base alloy (Al-Co-Ni) by adding chromium oxide (Cr2O3) as reinforcement material, by weight ratios of (5, 10, 15 wt%) for the base alloy, with heat treatment of the prepared alloys. The basic alloys and composite materials were prepared by using solution casting method and manual mixing method to disperse reinforcement grains in the base alloy floor and with pressure of 5 ton in purpose of forming. The materials were melted and poured into molds and suddenly cooled in cold water, after the molten samples were frozen. The attenuation factor of gamma rays was founded the prepared alloys and their homogeneity was examined by shining a narrow beam of single energy gamma rays emitted from the radiating source (137Cs) with different energies (511, 662, 1173, 1284, 1333) keV respectively, gamma ray system (UCS-20) was being used which bounded to NaI(Tl) scintillation detector. The homogeneity of base alloy and composite material was determined by studying the contrast of gamma ray intensity, the linear attenuation coefficient at seven different locations at any samples and the percentage standard deviation. The results showed that the highest value of the linear attenuation coefficient was 0.252 mm-1 for sample [5%Cr2O3+Al+Co+Ni] with the energy (511 keV) and that the lowest value for the ratio of linear attenuation coefficient was 0.062 mm-1 at the energy of sample [15%Cr2O3+Al+Co+Ni] with the energy (1333 keV) indicating that the homogeneity of the sample [15%Cr2O3+Al+Co+Ni] at energy (1333 KeV).

A study of the influence of the parameters design, such as the refractive index of the core, the cladding and the radius of the core on propagation constant (β) of single-mode optical fiber in optical communication region (1.2-1.6) m have been investigated. Material, waveguide, and profile dispersions are analyzed and investigated. Three models of optical fibers with different relative refractive indices () (0.004, 0.007, 0.01) at a wavelength equal 1.55 m, and three models of core radius (3,4,5) m is taken in the count. Numerical simulations and modeling are arranged depending on weakly guiding approximation for solving homogeneous wave equation derived from Maxwell’s equations. Our modeling solved by the aid of MATLAB software. Material and profile dispersion have no significant change for various relative refractive index, while waveguide dispersion is affected by the change of relative refractive index. the waveguide dispersion increased by increasing core diameter and the profile dispersion decreased as the core diameter increased. There is no effect on martial dispersion by increasing the core diameter.

Most GPS receivers calculate their locations by a geodetic coordinate referenced to the WGS84 ellipsoid, whereas the local reference applied in IRAQ (referred as ClarkelSSO ellipsoid) have different geodetic coordinates.
This paper presents the results of particulars conversion between geographical and UTM grid coordinates system from WGS84 reference ellipsoid system to ClarkelSSO reference ellipsoid system for a selective locations in Mosul (Zone 38N). Conversion formulae and parameters are also given to facilitate users to convert the coordinates of any point in the study area between the two systems by using GPS.receiver and ArcGIS software.
The result shows that the geographical and UTM grid systems of the two systems are slightly different, but additive constants are sufficient to attain the general accuracy.

Abstract
The present investigation was conducted to reveal the effect of oral administration of diazepam (2.5-5 mg/kg B.W.) orally daily for 6 weeks on sperm concentration, the level of live sperm, dead and abnormal sperm and the relative weight of testis, prostate, seminal vesicles and epidydimus (head, body, tail). Furthermore measurement of testosterone hormone level in time interval (0,3,6 weeks) in adult albino male rats with age between 2.5-3 months and average body weight (222±16.79gram). The results showed that diazepam at doses (2.5-5 mg/kg) body weight caused a significant decreas in sperms count and the percentage of live sperms with a significant increased in the percentage of dead sperms and morphologically abnormal sperms.
Furthermore a significant decreas in serum testosterone, average weight of testis, prostate glands and tail of epididymis associated with significant increased in average body weight during period 2,4,5,6, weeks in rats treated with diazepam at two doses 2.5,5 mg/kg of body weight compared with control group. It is concluded from the present study is that diazepam has adverse effect on sexual efficiency in adult male.

ABSTRACT
The research tackled the classical problem in artificial intelligence as 8-puzzle problem with genetic algorithm. The research present the fundamental of genetic algorithm with sliding tile 8-puzzle problem. Starting from current state for state space search into a goal state by depending on the tile’s move (tiles out of place) in the current and compare with the solution of the problem (goal), without blank’s move. population size chose by the summation of probabilities misplaced tile’s move (tiles out of place) in current state comparing with goal state. In this research, depended on the Crossover and mutation for ordered chromosomes method. The experimental in this research show that the algorithm is efficient. The source code is written in Matlab language.

Bone marrow depression is the mo:.it serious dose limiting toxicity of hydroxy urea . Natural apple cider vinegar in supposed to have both chemo-proteotive and myelo -stimulatory effects .
In this study , hydroxy urea at a dose of 80mg/kg/day orally produced significant depression of red blood cell, adecrease in white
blood cells and platelets in mice . 20mg/kg/day of apple cider vinegar seven days after hydroxy urea was administered produced no improvement in red blood cells and white blood cells and platelets counts.
The administration of apple cider vinegar with hydroxy urea produced significant (P<0.05) increase in red blood cells and white blood cells while platelets not recovered to normal .
The effect of hydroxy urea in mice on protein was observed as depressant effect significantly (P<0,05) on total protein adecrease in albumin and globulin .
The administration of apple cider vinegar seven days after hydroxy urea produced no significant effect on globulin and albumin , yet the total protein increased but not significantly .
The administration of apple cider vinegar at the same time with hydroxy urea significantly increase total protein and globulin , while no change on albumin level .
The results in this study indicate that apple cider vinegar has a protective effect on bone marrow from depressive effect of cyto toxic drug hydroxyurea .

The study was conducted in order to create the best conditions (physical and chemical factors) that necessary for the growth of the Bacillus subtilis and its production of the Xylanase enzyme.
The results include isolation and diagnosis of (40) isolates of bacteria: Bacillus subtilis obtained from (30) soil samples and study the effect of some physical factors (period and temperature of incubation, pH of the medium, ventilation) on bacterial growth and its production of an Xylanase enzyme. The results showed that best growth and its production of the enzyme was obtained when the incubation is (48) hours and the temperature (30) C^o , pH of the medium (7) and incubation with shaking at (200) rpm where the optical density value of bacterial growth was reached (0.25) and activity of the enzyme product was (3.41) unit / ml. The effect of some chemical agents (carbon and nitrogen source for medium) on bacterial growth and its production of an Xylanase enzyme and the results revealed that the carbon source (Xylan) gave the best growth and production of the enzyme compared with other of carbon sources (Starch, Cellulose, Xylose, Glucose, Sucrose, Maltose, Lactose), where the optical density value of growth was (0.25) and the enzyme activity (3.41) unit / ml. Regarding the effect of the nitrogen source (organic and inorganic) in medium on growth and production of the enzyme, the results showed that the best bacterial growth and the production of an Xylanase enzyme occur when organic nitrogen sources (Peptone, Beef extract, Yeast extract, Casien) were supplemented in the medium compared with inorganic nitrogen sources (KNO₃, (NH₄) ₂SO₄, NH₄NO₃, NaNO₃). Peptone and Yeast extract were the best nitrogen sources for stimulation of bacterial growth and the production of the enzyme with optical density value of growth reached (0.29 , 0.286) and the enzyme activity was (3.92 , 3.9) unit / ml.

ABSTRACT

The biological study was conducted at the University of Mosul, College of Education, Department of Biology. To aims at identifying effects of environmental pollution in the seven sites at Nineveh (Al-Rahmanyah,Al-Rashidiyah, Yarmejah, Hamam Al-Alil, Al-Nimrud, Al-Qayarah and Sinjar) in concentrations of heavy accumulated metals,(Pb,Cd,Ni,Co) in the parts that are eaten from leguminosae plants.
The study results showed that pods of leguminosae plants in different sites contained heavy metals with different concentrations within the normal levels of toxicity: cobalt (0.53-1.36), nickel(0.1-5), cadmium (5-30), lead (30-300)ppm. the concentration of cadmium was over than (0.1)ppm., which applied by (WHO).

ABSTRACT
This study is aimed to make a comparison between three artificial neural networks, these networks differ from each other in architecture and the method of adaptive the weights. In this research four ANN are used to recognized English number, these ANN are Adaline, Backpropagation, Hopfield, and Kohen ANN. By doing the comparison, we found that, the ability of a network differentiation does not depend on the complexity of the network architecture, the training algorithm or the number of layers, but it depends on the learning rule and increase in the number of the patterns that are used to train the network.

Summary
This research shows that the white seeds agreement with the effect of magnetic flux density and magnetic water in most characteristics studies allowed by vegetative growth such as (The grew, plant height, number of leaf, leaf area's, number of roots, dry weight and wet weight).
On the other hand, they shown that when treated by magnetic water and the normal soil it get the best in most characteristics studies from the treated by normal water and normal (such that 46% to relative grown, 8.048 cm height, 8.048 average of leaf number, 4.08 cm2 area's leaf, the number of roots 5.78 / any plants and the wet weight is 1.457 gm). Also, they shown that when treated by magnetic soil and normal water it get the best in most characteristics studies from the treated by water and normal (such that 64% to relative grown, 8.048 average of leaf number, 4.91cm2 area's leaf, the number of roots 7.92 / any plants and the wet weight is 1.75 gm) unless the characteristics about the height which defeated the treated by magnetic soil and magnetic water at the treated by normal water magnetic soil.

      The study includes isolation and identification of Pseudomonas aeruginosa from different sources as (90) samples were collected during a period from November (2017) to February (2018), including (wounds, suckers, urine, drinking water), Twinty five isolates of Pseudomonas aeruginosa were identified depending on morphological and biochemical tests at a rate of (27.77%) from total samples including (13) isolates from suckers used for sucking solutions from respiratory tract, (7) isolates from wounds, (3) isolates from urine and (2) isolates from drinking water. The isolates from sucker formed the highest rate reached (14.44%) of total samples and (52%) of total Pseudomonas aeruginosa isolates, whereas the lowest rate was from drinking water (2.22%) of total samples and (8%) of total Pseudomonas aeruginosa isolates. The results showed that (92%) of total isolates were pyocyanin producer on King A agar medium, It was also found that all isolates of this bacteria have the ability to produce protease.