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Found 5 papers, 0 papers with code
Feature extraction of machine learning and phase transition point of Ising model
Using the trained RBM, we obtain the flow of iterative reconstructions (RBM flow) of the spin configurations and find that in some cases the flow approaches the phase transition point $T=T_c$ in Ising model.
Calculation of Hawking Radiation in Local Field Theory
The entanglement entropy of the blackhole is also calculated in the local field theory.
High Energy Physics - Theory General Relativity and Quantum Cosmology
Partial Deconfinement at Strong Coupling on the Lattice
We provide evidence for partial deconfinement -- the deconfinement of a SU($M$) subgroup of the SU($N$) gauge group -- by using lattice Monte Carlo simulations.
High Energy Physics - Theory High Energy Physics - Lattice High Energy Physics - Phenomenology
Featuring the topology with the unsupervised machine learning
Images of line drawings are generally composed of primitive elements.
Thermodynamics and Feature Extraction by Machine Learning
We find that the flow of the trained RBM approaches the spin configurations of the maximal possible specific heat which resemble the near criticality region of the Ising model.
