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Updated: Mar 30, 2026

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Published on: April 12, 2019
Quantum Monte Carlo Benchmark of Exchange-Correlation Functionals for Bulk Water
Miguel A Morales1, John R Gergely2, Jeremy McMinis1
1Lawrence Livermore National Laboratory, Livermore, California 94550, United States.
Accurate first-principles simulations of liquid water are challenging. This study benchmarks Density Functional Theory (DFT) functionals using quantum Monte Carlo, identifying optimal choices for describing water
Area of Science:
- Computational physics and chemistry
- Materials science
- Quantum mechanics
Background:
- Accurately describing liquid water's thermodynamic and dynamical properties from first-principles is a significant challenge.
- Density Functional Theory (DFT) has historically struggled with water's unique liquid-state characteristics.
- Recent advancements in DFT, including exact exchange and improved dispersion interactions, offer new possibilities for accurate simulations.
Purpose of the Study:
- To benchmark various Density Functional Theory (DFT) exchange-correlation functionals for simulating bulk liquid water.
- To identify optimal DFT functionals for accurate first-principles simulations of water.
- To evaluate the impact of functional components like hybrid and van der Waals interactions on water's properties.
Main Methods:
- Utilized highly accurate quantum Monte Carlo (QMC) calculations as a benchmark.
- Assessed a selection of commonly used DFT exchange-correlation functionals.
- Employed a hybrid DFT and Coupled Cluster (CC) scheme with a Many-Body expansion for short-range interaction correction.
Main Results:
- Quantum Monte Carlo calculations provide a reliable method for benchmarking DFT functionals for liquid water.
- The study identifies specific DFT functional features (hybrid, vdW) crucial for accurately predicting water's properties.
- The combined DFT-CC approach shows promise in correcting short-range interaction inaccuracies.
Conclusions:
- This work provides a pathway to selecting superior DFT functionals for first-principles simulations of liquid water.
- Understanding the role of different functional components is key to improving water simulations.
- The benchmarked functionals and methods pave the way for more accurate theoretical studies of water.
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