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Showing 2018 · cond-mat.str-elShow all
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cond-mat.str-el2018★ 29 cited
Self-learning Monte Carlo method with Behler-Parrinello neural networks
Yuki Nagai, Masahiko Okumura, Akinori Tanaka
We propose a general way to construct an effective Hamiltonian in the Self-learning Monte Carlo method (SLMC), which speeds up Monte Carlo simulations by training an effective mode…
cond-mat.str-el2018★ 10 cited
Elastic Anomaly of Helium Films at a Quantum Phase Transition
T. Makiuchi, M. Tagai, Y. Nago +2
Helium films show various quantum phases that undergo quantum phase transitions by changing coverage n. We found anomalous elastic phenomena in bosonic 4He and fermionic 3He films…