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Application of artificial neural network to forecast the tensile fatigue life of carbon material Xiaoling Liaoa , Wenfeng Xub , Zhiqiang Gaoc Chemistry and Environment Science Department, Chongqing University of Arts and Sciences, Chongqing 402160, China a zxc_228@163.com; b xwf_228@163.com; cgzq@cqwu.net Keywords: Artificial neural network, carbon materials, tensile fatigue life, forecast Abstract: Artificial neural network (ANN) is widely applied to the modeling of complex systems, which has become a common modeling method in the study of materials science.
As the ideal candidates for high temperature structural materials, carbon materials are no doubt involved in fatigue loads, so the study on forecasting fatigue life is meaningful.
As preferred high-temperature structural materials, the potential applications for carbon materials are bound to involve fatigue loading.
At the same time, artificial neural network (ANN) is widely applied to the modeling of complex systems, and now it has become a common modeling method in the study of materials science, but the reports using ANN to forecast the fatigue life of material are few.
Journal of Materials Processing Technology, 2002,(122):196-200 Cycle/n Applied stress/MPa �R/Ro/% Fig.4 The network trainrecord of forecast Import Adjusting error Connect error of every nerve cell Target value Export Fig.3 The study sketch of ANN Compare

The Study of the Architectural Beam Construction Cracks’ Condition on the Features of the Force-Electricity Functional Conversion Composite Materials Xiaoyun Gao 1,a, Xu Ma 2,b，and Qingsuo Liu 3,c, 1 Tianjin Chengjian University, Tianjin 300384, PRC 2School of materials science and engineering, Tianjin University of Technology, Tianjin 300384, PRC agaoxiaoy_610@163.com, bmaxumax@163.com, cqingsuoliu@eyou.com, Keywords: Smart material, Sensing, engineering structure, safety monitoring Abstract.
A solution to monitor the construction engineering structure operation state with the features of composite materials is tried in this paper.
Experiment The Preparation of the Composite Material Ferroelectric ceramics as force - electricity conversion function materials with a high performance, possess the characteristics of fast stress response and wide frequency response range, are considered as one of the most promising engineering sensing materials [8].
ACI Materials Journal. 1991, 88(3): 257-264
JOURNAL OF CHONGQING INSTITUTE OF TECHNOLOGY(NATURAL SCIENCE EDITION). 2007, 21(5): 11-14.

Lindstrom, A simple concept to achieve a rational chip form, // Journal of Materials Processing Technology, 54 (1995) 12-16
Shirakashi, Chip breaking analysis from the view point of the optimum cutting tool geometry design, Journal of Materials Processing Technology, 62 (1996) 345-351
Strenkowski, Material damage based model for predicting chip breakability, Journal of Manufacturing Science and Engineering, 119 (1997) 675-680
Peklenik, Chip curl, chip breaking and chip control of the difficult-to-cut materials, Ann.
Chang, Assessment of chip-breaking characteristics using new chip-breaking index, Journal of Materials Processing Technology, 173 (2006) 166-171

Building Materials and Humanity Luo Jianguo1,a, He Maoyan2,b 1 Mechanical and Electrical Engineering Department, North China Institute of Science and Technology, East Surbub of Beijing,China, 101601 2Labour Union, North China Institute of Science and Technology, East Surbub of Beijing,China, 101601 aluojg_1598@126.com, bhmy666@ncist.edu.cn Key words:Humanity, Building materials, Evolvement, Attributes, Development Abstract: Humankind simmered with limitless appetency but never satisfied entirely, the weakness of humanity is too much appetency, whether for human’s survive or for development.
Building materials is the most prominent representative in all human labor tools.
materials.
Products of building materials and equipment expressed with code has become a necessary today, even required by law.
Obviously, a sign of human’s free attributes lead to the development of building materials is the specialization, standardization and universality of building materials.

Chigrin1,c 1FSBES Institute of materials technology of Khabarovsk centre of FEC the Russian Academy of Sciences, Khabarovsk, 153 Tikhookeanskya street, Russia akonevts@narod.ru; bnikola1960@mail.ru; cpal_chig@mail.ru Keywords: Electrospark alloy building, gradient electrode materials, roughness.
Yamamoto, High resolution microscopy study in Cr3C2-doped WC-Co, Journal of material science. 36 (2001) 3885 – 3890
Spriggs, A History of Fine Grained Hardmetal, International Journal of Refractory Metals & Hard Materials. 13 (1995) 241-255
Wahnstrom, Strength and reinforcement of interfaces in cemented carbides, International Journal of Refractory Metals & Hard Materials. 24 (2006) 80–88
Journal of Refractory Metals & Hard Materials. 27 (2009) 817–822

Many vivo studies have been done to examine various filling materials, techniques, and hand dexterity.
Figure 2 Solubility results of Chitosan/IRM® composite materials observed on the 1st, 7st and 13th days.
On the 13th day show for figure 3 (c, f, i), microleakages found in all the composite materials mentioned above.
Journal of Endodontics.
Journal of Endodontics.

Green material includes cycle materials, scavenging materials, green polymer materials, green biological materials, green nanometer materials and so on.
Journal of Shandong University of Technology (Natural Science Edition), 24(2009)107-110
Science and Technology Management Research, 19( 2010)156-157
Journal of Central South University (Social Science),4( 2009)523-532
Journal of Shanghai Lixin University of Commerce, 5(2008)39-46

Especially, it has put in a lot of efforts in R&D of new materials, changes in functions, and innovations in design, stepping into the service industry from the manufacturing industry.
Items of the same shapes and colors but different materials and costs may lead to different feelings.
Therefore, external elements such as forms, colors, materials, finishing, and interfaces of products become important elements for innovative design and development.
N1 N2 N3 N4 N5 N6 N7 N8 N9 N10 N11 N12 N13 N14 N15 N16 N17 Figure 1 Drawings of extended creative product designs with hosiery materials Conclusions In this study, the drawings of creative ideas were created according to the manufacturer’s demands regarding extended innovative product design with hosiery materials.
Jiang, Innovative Product Design: Beginning with Understanding Colors, Materials, and Finished Works, DrMaster Press Co., Ltd., Taipei (2011)

Journal of Tongji University, 2008, 11(5) 5-8, in Chinese
Research on phase change energy storage wall materials[J].
Journal of Jiangsu University, 2011, 12 (3) 39-42, in Chinese
Journal of Hunan University, 2011, 38 (4), 11-16, in Chinese
New Building Materials, 2011，87（2），87-92, in Chinese.

Common photo-curing dental restorative materials under different C-factors are considered as case studies.
Materials and Methods Cure Kinetics and Glass Transition Model.
Gillham, Cure kinetics of a thermosetting liquid dicyanate ester monomer/high-Tg polycyanurate material, Journal of Applied Polymer Science 47 (3) (1993) 461-485
DiBenedetto, Prediction of the glass transition temperature of polymers: A model based on the principle of corresponding states, Journal of Applied Polymer and Science Part B Polym.
Basile, Mechanics of soft PSAs (pressure sensitive adhesives) The Open Materials Science Journal 7 (1) (2013) 23-27