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Portegies Zwart, S. Nat. Astron. 4, 819–822 (2020).
Aycock, J. ACM Comput. Surv. 35, 97–113 (2003).
Harris, C. R. et al. Nature 585, 357–362 (2020).
Knuth, D. E. ACM Comput. Surv. 6, 261–301 (1974).
Guelton, S. et al. Comput. Sci. Discov. 8, 014001 (2015).
Lam, S. K., Pitrou, A. & Seibert, S. In Proc. Second Workshop on the LLVM Compiler Infrastructure in HPC 7 (ACM, 2015).
Bolz, C. F., Cuni, A., Fijalkowski, M. & Rigo, A. In Proc. 4th Workshop on the Implementation, Compilation, Optimization of Object-Oriented Languages and Programming Systems 18–25 (ACM, 2009).
Augier, P., Mohanan, A. V. & Bonamy, C. J. Open Res. Softw. 7, 9 (2019).
Cheng, L., Ilbeyi, B., Bolz-Tereick, C. F. & Batten, C. In Proc. 18th ACM/IEEE International Symposium on Code Generation and Optimization 16–29 (ACM, 2020).
We thank D. Barreto, L. Martínez and A. Oskin for working on the optimized Julia implementations. We also thank Camille Noûs (Cogitamus Laboratory) and the open-source communities who contributed to the tools used for this study. Part of this work was performed using resources provided by Grid’5000 (supported by a scientific interest group hosted by Inria and including CNRS, RENATER and several universities) and CINES under GENCI allocation number A0080107567.
The authors declare no competing interests.
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Augier, P., Bolz-Tereick, C.F., Guelton, S. et al. Reducing the ecological impact of computing through education and Python compilers. Nat Astron 5, 334–335 (2021). https://doi.org/10.1038/s41550-021-01342-y