Two phase transitions in the fully frustrated XY model.
By P. Olsson. 1995
The fully frustrated $XY$ model on a square lattice is studied by means of Monte Carlo simulations. A Kosterlitz-Thouless transition is found at $T_{\rm KT} \approx 0.446$, followed by an ordinary Ising transition at a slightly higher temperature, $T_c \approx 0.452$. The non-Ising exponents reported by others, are explained as a failure of finite size scaling due to the screening length associated with the nearby Kosterlitz-Thouless transition.
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- Generalizing Hamiltonian Monte Carlo with Neural Networks (2017, methodology): “, 1999), physics simulations (Olsson, 1995), and machine learning (Andrieu et al.”