Applications of artificial neural networks in physics : a study of the phase transitions of two dimensional Potts models on the quare lattice
博士 === 國立臺灣師範大學 === 物理學系 === 107 === This thesis mainly discusses the application of convolutional neural network to the Potts model on the two-dimensional square lattice. We use the constructed convolution neural network to analyze the spin configurations which were obtained by the Monte-Carlo simu...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Others |
| Language: | zh-TW |
| Published: |
2018
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| Online Access: | http://ndltd.ncl.edu.tw/handle/2cs6bn |