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Journal of Guizhou University(Natural Science).
Microchemical Journal.
Applied Clay Science.
Metallic Functional Materials.
Applied Surface Science.

Development of Neural-Network Interatomic Potentials for Structural Materials Ryo KOBAYASHI1,a, Tomoyuki TAMURA1,3,b, Ichiro TAKEUCHI2,3,c and Shuji OGATA1,d 1Department of Physical Science and Engineering, Gokiso-cho Showa-ku, Nagoya 466-8555, Japan 2Department of Computer Science, Nagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya 466-8555, Japan 3Center for Materials research by Information Integration, National Institute for Materials Science, 1-2-1Sengen, Tsukuba, Ibaraki 305-0047, Japan akobayashi.ryo@nitech.ac.jp, btamura.tomoyuki@nitech.ac.jp, ctakeuchi.ichiro@nitech.ac.jp, dogata@nitech.ac.jp Keywords: molecular dynamics, neural-network, interatomic potential Abstract.
The discussion in this paper is not limited to Si, it can be applicable any structural materials such as metals even for multicomponent alloys.
Acknowledgements This work was supported by the Support Program for Starting up Innovationhub from Japan Science and Technology Agency (JST), Japan.
Albaret, Journal of Physics: Condensed Matter 25, 055801 (2013)
Tsuneyuki, Journal of Physics: Condensed Matter 26, 225402 (2014)

Characterization of the Effects of Active Filler-Metal Alloys in Joining Ceramic-to-Ceramic and Ceramic-to-Metal Materials D.
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Zhao: “Brazing of carbon fibre reinforced SiC composite and Ti alloy using Cu-Ti-C filler materials”, Institute of Materials, Minerals, and Mining, School of Materials Science and Engineering, University of Science and Technology, Beijing, China (2010) [4] Y.Z.
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The abundance and availability of agricultural by-product make them good source as the raw materials for activated carbon production.
Experimental Selections of Raw Materials.The preparation of activated carbon involves selection of raw material, raw material analysis and preparation of activated carbon.
Futher heating above 400oC demonstrate a constant trend of weight loss indicating the formation of volatile carbon materials like CO and CO2 [2].
Journal of Microporous and Mesoporous Materials. 52. 105-117
Dewi, (2010), “ESR Study of Electron Trapped on Activated Carbon bu KOH and ZnCl2 Activation”, Journal of Materials Science and Engineering, Vo. 4, Number 3, pg.21-25.

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