Published April 17, 2025 | Version v2
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Accurate and efficient protocols for high-throughput first-principles materials simulations

  • 1. Theory and Simulation of Materials (THEOS), École Polytechnique Fédérale de Lausanne, Lausanne 1015, Switzerland
  • 2. PSI Center for Scientific Computing, Theory and Data, 5232 Villigen PSI, Switzerland
  • 3. National Centre for Computational Design and Discovery of Novel Materials (MARVEL), Paul Scherrer Institute PSI, 5232 Villigen PSI, Switzerland

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Description

A major challenge in first-principles high-throughput materials simulations is automating the selection of parameters used by simulation codes in a way that robustly ensures numerical precision and computational efficiency. Here, we propose a rigorous methodology to assess the quality of self-consistent DFT calculations with respect to smearing and k-point sampling across a wide range of crystalline materials. To achieve this, we develop criteria to reliably control average errors in total energies, forces, and other properties as a function of the desired computational efficiency, while consistently suppressing uncontrollable k-point sampling errors. Our results provide automated protocols for selecting optimized parameters based on different precision and efficiency tradeoffs. This archive contains all data related to the material structures and calculation workflows developed in this work.

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References

Preprint (Manuscript preprint)
G. M. Nascimento, F. J. dos Santos, M. Bercx, D. Grassano, G. Pizzi, N. Marzari, arXiv preprint arXiv:2504.03962 (2025)., doi: 10.48550/arXiv.2504.03962