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19952023
most citedAnalysis of the (N,xN') reactions by quantum molecular dynamics plus statistical decay model

372 citations

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cond-mat.mtrl-sci2019★ 40 cited

Self-learning Hybrid Monte Carlo: A First-principles Approach

Yuki Nagai, Masahiro Okumura, Keita Kobayashi +1

We propose a novel approach called Self-Learning Hybrid Monte Carlo (SLHMC) which is a general method to make use of machine learning potentials to accelerate the statistical sampl…