Machine learning phases of matter
暂无分享,去创建一个
[1] Martín Abadi,et al. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems , 2016, ArXiv.
[2] Andrea J. Liu,et al. A structural approach to relaxation in glassy liquids , 2015, Nature Physics.
[3] Sergei V. Kalinin,et al. Big-deep-smart data in imaging for guiding materials design. , 2015, Nature materials.
[4] Adolfo Avella,et al. Strongly Correlated Systems , 2012 .
[5] J. Sólyom,et al. Strongly correlated systems , 2010, Physics Subject Headings (PhySH).
[6] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.
[7] J. Vybíral,et al. Big data of materials science: critical role of the descriptor. , 2014, Physical review letters.
[8] D. Poulin,et al. Practical learning method for multi-scale entangled states , 2012, 1204.0792.
[9] Matthew P. A. Fisher,et al. Quantum Field Theory of Many-Body Systems: From the Origin of Sound to an Origin of Light and Electrons , 2005 .
[10] Manh Cuong Nguyen,et al. On-the-fly machine-learning for high-throughput experiments: search for rare-earth-free permanent magnets , 2014, Scientific Reports.
[11] John Preskill,et al. Topological entanglement entropy. , 2005, Physical Review Letters.
[12] Gordon F. Newell,et al. CRYSTAL STATISTICS OF A TWO-DIMENSIONAL TRIANGULAR ISING LATTICE. , 1950 .
[13] Xiao-Gang Wen,et al. Detecting topological order in a ground state wave function. , 2005, Physical review letters.
[14] C. Castelnovo,et al. Entanglement and topological entropy of the toric code at finite temperature , 2007, 0704.3616.
[15] Adolfo Avella,et al. Strongly correlated systems : numerical methods , 2013 .
[16] S. Huber,et al. Learning phase transitions by confusion , 2016, Nature Physics.
[17] O. A. von Lilienfeld,et al. Machine learning for many-body physics: The case of the Anderson impurity model , 2014, 1408.1143.
[18] John B. Kogut,et al. An introduction to lattice gauge theory and spin systems , 1979 .
[19] A. Kitaev. Fault tolerant quantum computation by anyons , 1997, quant-ph/9707021.
[20] P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .
[21] A. Sandvik. Computational Studies of Quantum Spin Systems , 2010, 1101.3281.
[22] R. Bellman. Dynamic programming. , 1957, Science.
[23] G. G. Stokes. "J." , 1890, The New Yale Book of Quotations.
[24] L. Onsager. Crystal statistics. I. A two-dimensional model with an order-disorder transition , 1944 .
[25] X. Wen. Quantum Field Theory of Many-body Systems: From the Origin of Sound to an Origin of Light and Electrons , 2004 .
[26] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[27] Claudio Castelnovo,et al. Topological order and topological entropy in classical systems , 2006, cond-mat/0610316.