Application of machine learning methods in quantum many-body physics

PHYSICS > 2017 > 46(9): 590-596. > DOI: 10.7693/wl20170903

CAI Zi. Application of machine learning methods in quantum many-body physics[J]. PHYSICS, 2017, 46(9): 590-596. DOI: 10.7693/wl20170903

Citation:

CAI Zi. Application of machine learning methods in quantum many-body physics[J]. PHYSICS, 2017, 46(9): 590-596. DOI: 10.7693/wl20170903

Citation:

CAI Zi. Application of machine learning methods in quantum many-body physics[J]. PHYSICS, 2017, 46(9): 590-596. DOI: 10.7693/wl20170903

School of Physics and Astronomy,Shanghai Jiao Tong University,Shanghai 200240,China

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[1]	Carrasquilla J，Melko R G. Nat. Phys.，2017，13：431
[2]	van Nieuwenburg Evert P L，LiuYH，Huber S D. Nat. Phys.，2017，13：435
[3]	Zhang P F，Shen H T，Zhai H. arXiv：1708. 09401，2017
[4]	Wang L. Phys. Rev. B，2016，94：195105
[5]	Huang L，Wang L. Phys. Rev. B，2017，95：035105
[6]	Liu JW，Qi Y，Meng Z Y et al. Phys. Rev. B，2017，95：041101
[7]	Wang L. arXiv：1702.08586，2017
[8]	Li L，Baker T E，White S R et al. Phys. Rev. B，2016，94：245129
[9]	Isayev O，Oses C，Toher C et al. Nat. Comm.，2017，8：15679
[10]	Carleo G，Troyer M. Science，2017，355：602
[11]	Gao X，Duan L M. arXiv：1701.05039，2017
[12]	Huang Y，Moore J E. arXiv：1701.06246，2017
[13]	Cai Z. arXiv：1704.05148 ，2017
[14]	Mehta P，Schwab D J. arXiv：1410.3831，2014
[15]	Lin H W，Tegmark M，Rolnick D. Why does deep and cheaplearning work so well? Journal of Statistical Physics，Online
[16]	Levine Y，Yakira D，Cohen N et al. arXiv：1704.01552，2017
[17]	Deng D L，Li X，Das Sarma S. Phys. Rev. X，2017，7：021021
[18]	Stoudenmire E M，Schwab D J. Advances in Neural Information Processing Systems，2016，29：4799

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