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Using AI to navigate through the DFA zoo

A proposed density functional approximation (DFA) recommender outperforms the use of a single functional by selecting the optimal exchange-correlation functional for a given system.

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Fig. 1: DFT recommender of Duan et al.

References

  1. Kulik, H. J. et al. Electron. Struct. 4, 023004 (2022).

    Article  Google Scholar 

  2. Duan, C., Nandy, A., Meyer, R., Arunachalam, N. & Kulik, H. J. Nat. Comput. Sci. https://doi.org/10.1038/s43588-022-00384-0 (2022).

    Article  Google Scholar 

  3. Nandy, A. et al. Chem. Rev. 121, 9927–10000 (2021).

    Article  Google Scholar 

  4. Kalita, B., Li, L., McCarty, R. J. & Burke, K. Acc. Chem. Res. 54, 818–826 (2021).

    Article  Google Scholar 

  5. Vuckovic, S. et al. WIREs Comput. Mol. Sci. https://doi.org/10.1002/wcms.1634 (2022).

    Article  Google Scholar 

  6. Zhang, D. & Truhlar, D. G. J. Chem. Theory Comput. 16, 4416–4428 (2020).

    Article  Google Scholar 

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Correspondence to Stefan Vuckovic.

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Vuckovic, S. Using AI to navigate through the DFA zoo. Nat Comput Sci 3, 6–7 (2023). https://doi.org/10.1038/s43588-022-00393-z

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