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All Journal Indonesian Journal of Physics (IJP)
Yuda Satya Perkasa
Nuclear Physics & Biophysics Research Division, Institut Teknologi Bandung, Indonesia
Astronomy Computer Science & IT Earth & Planetary Sciences Electrical & Electronics Engineering Energy Engineering

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Calculation of Level Density Parameter of Nuclear Reaction Using Neural Network Rizal Kurniadi; Yuda Satya Perkasa; Abdul Waris; Suwoto Suwoto
Indonesian Journal of Physics Vol 20 No 3 (2009): Vol. 20 No. 3, July 2009
Publisher : Institut Teknologi Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (201.151 KB) | DOI: 10.5614/itb.ijp.2009.20.3.3

Abstract

Level density parameter (LDP) calculation is dependent upon shell correction value, which usually is obtained by using Strutinsky method. The Strutinsky method is method that uses energy levels from certain potential as main input. Therefore for each mass number it strongly needs the energy levels calculation. The energy levels computation is time-consuming process; hence, the new application of computation technique is needed to reduce computation time. This paper explains the application of neural network in LDP calculation. Based on knowledge from box type and harmonic potentials, LDP is predicted by using arbitrary potential
Co-Authors Abdul Waris Rizal Kurniadi Suwoto Suwoto