Nature Communications (Apr 2023)

Towards the ground state of molecules via diffusion Monte Carlo on neural networks

  • Weiluo Ren,
  • Weizhong Fu,
  • Xiaojie Wu,
  • Ji Chen

DOI
https://doi.org/10.1038/s41467-023-37609-3
Journal volume & issue
Vol. 14, no. 1
pp. 1 – 12

Abstract

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An accurate ab initio calculation of molecules is fundamental to chemical and physical sciences. Here, the authors integrate a neural-network wavefunction into the fixed-node diffusion Monte Carlo, resulting in accurate calculations of a diverse range of systems, offering insights into complex many-body electronic wave functions.