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Mechanical properties such as ultimate tensile strength, percentage of elongation, yield strength, Poisson’s ratio and percentage reduction in area were found out.
The data is often used to specify a material, to design parts to withstand application force and as a quality control check of materials.ASTM D 638 specimens are placed in the grips of the universal testing machine at a specified grip separation and pulled until failed at test speed of 50mm/min for measuring strength and elongation.

[9] grew SiC nanowires by carbothermal reduction of silica xerogels embedded with Fe nanoparticles, etc.
Based on the Chemical Thermodynamics data [13], under 1300 o C/0.1Mpa, the whole process in the system could be described by the follow reactions: ( ) ( ) ( )vCOvOsC 2 2 2 →+ ············································································· molJ G /500982−=∆ (1) ( ) ( ) ( )vSiOvOlSi 2 2 2 →+ ············································································· molJ G /473796−=∆ (2) ( ) ( ) ( ) ( )vSiOsSiCvCOlSi +→+2 ··································································· molJ G /50520−=∆ (3) ( ) ( ) ( ) ( )vCOsSiCvSiOsC +→+2 ··································································· molJ G /77709−=∆ (4) ( ) ( ) ( )sSiCsSisC →+ ···················································································· molJ G /63368−=∆ (5) According to the description above, the growth mechanism of SiC nanowire under microwave heating is similar to the VLS mechanism, but there is a basic difference between them, in the present

Data hiding in the frequency domain takes advantage of the insensitivity of the HAS to small spectral magnitude changes [2-4].
Quantization index modulation is another type of data hiding algorithms that increases the security of the augmented data at the cost of decreased tolerance to attack noise stronger than the watermark modulation.
The rank r of the factorization is usually chosen such that (n+m)rreduction is achieved.
The experiment results show that: On one hand, in this method, the watermark is registered to third-party website and not embedded into the original data, so there will not influence data precision and therefore keep the quality of original data well.
Zero-watermark extraction of local map would be useful for local data authentication.

Table 3 shows the Potentiodynamic polarization data.
This shows APN majorly influenced the O2 reduction and H2 evolution reactions.
The data depict the resilience of APN adsorption interaction mechanism on Al70 in HCl media.
The ∆G data shows there were no adsorption reaction mechanism between APN inhibitor and Al70 exterior as the ∆G data determined is significantly below the value range for physisorption, physiochemical and chemisorption reaction mechanisms hence lateral interaction effect is negligible [23, 24].
Corrosion thermodynamics data for APN adsorption on AL70 Al70 Samples APN Conc.

With the lightning position data in recent years of Jiangsu, satellite and live data on 3rd,July,2012, the reasons for the damage to office room equipment beside a communication base station in Wujin District, Changzhou were analyzed, and reasonable suggestions were given.
As the lightning location system itself had certain error, generally, meteorological data and the accident location was consistent which meant the accident was caused by lightning strike.
Fig.1 Weather on 3rd,July 1.2.2 Lightning strike probability After analyzing the data of lightning location system in Jiangsu province, we got that annual average flash density was 3.4 number/km2a, the average amplitude of lightning current was 31.93kA, 1% of the lightning current amplitude was more than 97.40kA in the range of 5*5km around the communication tower from 2006 to 2011.
Summary Commined with the lightning data in Jiangsu recent years, take the communication base station in Wujin as an example, this paper analyzed the accident from weather, lightning strike probability, lightning protection effectiveness, potential and current situation of lightning protection, the results are followed.
Journal of disaster prevention and reduction,2011,27(4) ,pp.77-80

Using secondary data, it was found out that accidents involving deaths and injuries, accidents caused by animals and accidents caused by speeding have a strong impact on damage to property.
Odeck [7] using Data Enveloping Analysis explained traffic safety improvements in Norway by technological progress.
Grimm and Treibich [10] use panel data regression to explore the determinants of road traffic crash fatalities in India.
Albalate and Bel [10] run a regression on European panel data.
The overview and some insights into the issue were proposed; moreover, the analysis using a dataset with secondary data was performed.

This research provides a new avenue for computational material science by integrating data-driven neural networks with fundamental physical models. 1.
Organization of the Text The success of neural network models heavily depends on the quality and quantity of training data.
Key steps include defining the CNN architecture, compiling the model with appropriate loss functions and optimizers, and training the model on preprocessed image data.
Data Augmentation (rotation, flipping, brightness modulation) are strongly required to prevent overfitting.
Scientific Data, 8(1), 1-10

Predictions of the model were compared to the dispersive equilibrium model in the simulation of continuous separation process and validated with data taken for both compounds in a SMB experimental set-up.
To solve this issue many authors have formulated math models capable of predicting the SMB process of separation with statistically acceptable errors compared to experimental data.
Also shown are Perna [15] experimental data, for comparison.
This data was combined with mass transfer equations (Eq.1 and 2) employing a Langmuir kinetic (Eq. 5) and using the inverse tool, Random Restricted Window (R2W) [19].
Figure 7: Internal concentration profile of enantiomers along the columns of the SMB at steady-state performed by Stepwise approach: Comparison with HELP® software simulation and experimental data obtained by Perna [15].

The energy consumption and CO2 emission data is established to provide reference for future water resource research and government environmental policies.
Although the data does not show the actual amount of additives added in Kaohsiung plant, part of CO2 emission can be calculated from electricity consumption.
The results from this research can be combined with CO2 emission information of piped water for water conservation and sewage reduction analysis for various buildings[6].
Chang: Life Cycle Assessment on the Reduction of Carbon Dioxide Emission of Buildings (PhD Thesis, National Cheng Kung University, Taiwan 2002) [5] Environmental Protection Administration: Kitchen Waste Recycling Advocacy and Counseling Evaluation (EPA Taiwan 2005) [6] Y.S.

Some of the major advantages of electric propulsion include: - Reduction of fuel consumption by improved power flow control.
Lua is an extension language designed to support general procedural programming with data description facilities [11].
Regarding data acquisition, in order to achieve sufficient resolution of the computed parameters to be used as model outputs, a convenient rotor – input current space–time shift has been adopted.
In order to reduce the amplitude of the machine’s torque ripple a fractional slot number per phase and per pole can be used resulting in the reduction of the space harmonics of the stator magnetomotive force (MMF).