the open
    research
    Contribute
    Back to the reading lists

    Machine learning foundations· 1987

    Hybrid Monte Carlo

    Simon Duane (first author) · 1987

    Read the original

    DOI 10.1016/0370-2693(87)91197-xOpenAlex W2059448777

    On the reading lists

    Why it matters

    Introduced Hamiltonian-guided sampling, overcoming random-walk limitations in high-dimensional MCMC.

    Condensed from the expert lists' notes.

    The record

    First released
    1987 (from OpenAlex)
    Citations
    4,026 citations, as counted by Semantic Scholar logoSemantic Scholar (non-commercial licence)
    Named by
    the chatgpt list only
    Score
    0.352 · computed rank 471 · consensus 0.3, must-read 0, citations percentile 0.75 (1980s · foundations), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0), and Semantic Scholar logoSemantic Scholar (used under its non-commercial API licence). Each count names its source. See the method.