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Title: Fast and accurate quantum Monte Carlo for molecular crystals

Journal Article · · Proceedings of the National Academy of Sciences of the United States of America
 [1]; ORCiD logo [1];  [2];  [3];  [4];  [1]
  1. Univ. College London (United Kingdom). Dept. of Physics and Astronomy, Thomas Young Centre and London Centre for Nanotechnology
  2. Academy of Sciences of the Czech Republic, Prague (Czech Republic). J. Heyrovsky Inst. of Physical Chemistry; Charles Univ., Prague (Czech Republic). Dept. of Chemical Physics and Optics
  3. Univ. of Luxembourg (Luxembourg). Physics and Material Science Research Unit
  4. Univ. College London (United Kingdom). Thomas Young Centre and London Centre for Nanotechnology; Univ. College London (United Kingdom). Dept. of Earth Sciences

Computer simulation plays a central role in modern-day materials science. The utility of a given computational approach depends largely on the balance it provides between accuracy and computational cost. Molecular crystals are a class of materials of great technological importance which are challenging for even the most sophisticated ab initio electronic structure theories to accurately describe. This is partly because they are held together by a balance of weak intermolecular forces but also because the primitive cells of molecular crystals are often substantially larger than those of atomic solids. Here, we demonstrate that diffusion quantum Monte Carlo (DMC) delivers subchemical accuracy for a diverse set of molecular crystals at a surprisingly moderate computational cost. As such, we anticipate that DMC can play an important role in understanding and predicting the properties of a large number of molecular crystals, including those built from relatively large molecules which are far beyond reach of other high-accuracy methods.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); UT-Battelle LLC/ORNL, Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
1565681
Journal Information:
Proceedings of the National Academy of Sciences of the United States of America, Vol. 115, Issue 8; ISSN 0027-8424
Publisher:
National Academy of SciencesCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 66 works
Citation information provided by
Web of Science

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An efficient hybrid orbital representation for quantum Monte Carlo calculations journal August 2018
KITE: high-performance accurate modelling of electronic structure and response functions of large molecules, disordered crystals and heterostructures journal February 2020
Understanding non-covalent interactions in larger molecular complexes from first principles journal January 2019
Theory and practice of modeling van der Waals interactions in electronic-structure calculations journal January 2019
Efficient and accurate description of adsorption in zeolites journal December 2019
A new scheme for fixed node diffusion quantum Monte Carlo with pseudopotentials: Improving reproducibility and reducing the trial-wave-function bias journal October 2019
QMCPACK : An open source ab initio Quantum Monte Carlo package for the electronic structure of atoms, molecules, and solids text January 2018
Interaction between water and carbon nanostructures: How good are current density functional approximations? journal October 2019
An efficient hybrid orbital representation for quantum Monte Carlo calculations text January 2018
Efficient method for grand-canonical twist averaging in quantum Monte Carlo calculations journal December 2019
Variational and diffusion quantum Monte Carlo calculations with the CASINO code journal April 2020
Simplified DFT methods for consistent structures and energies of large systems journal May 2018
Quantum Monte Carlo calculations of van der Waals interactions between aromatic benzene rings journal May 2018
The quantum nature of hydrogen preprint January 2018
Interaction between water and carbon nanostructures: How good are current density functional approximations? preprint January 2019
Variational and Diffusion Quantum Monte Carlo Calculations with the CASINO Code text January 2020
Excited States with Selected Configuration Interaction-Quantum Monte Carlo: Chemically Accurate Excitation Energies and Geometries journal July 2019
Cost-Effective Quantum Mechanical Approach for Predicting Thermodynamic and Mechanical Stability of Pure-Silica Zeolites journal January 2019
Interactions between large molecules pose a puzzle for reference quantum mechanical methods journal June 2021
Understanding non-covalent interactions in larger molecular complexes from first principles journal January 2019
A complete description of thermodynamic stabilities of molecular crystals journal February 2022
Data-driven models of water and methane text January 2021
Accurate Predictions of Electron Binding Energies of Dipole-Bound Anions via Quantum Monte Carlo Methods text January 2018
On the physisorption of water on graphene: Sub-chemical accuracy from many-body electronic structure methods text January 2018
Excited states with selected CI-QMC: chemically accurate excitation energies and geometries text January 2019
An Assessment of Approximate Methods for Anharmonic Free Energies preprint January 2019
KITE: high-performance accurate modelling of electronic structure and response functions of large molecules, disordered crystals and heterostructures text January 2019
Random phase approximation with exchange for an accurate description of crystalline polymorphism text January 2021