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arXiv 2606.17954cond-mat.mtrl-sci
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从DFT计算和机器学习势重新审视量子效应对bcc金属中位错滑移的影响

Revisiting quantum effects on dislocation glide in bcc metals from DFT calculations and machine-learning potentials

ASNR/PSN-RES/SEMIA/LSMA Centre d’études de Cadarache(法国原子能和替代能源委员会卡达拉舍研究中心);Université Paris-Saclay, CEA, Service de recherche en Corrosion et Comportement des Matériaux, SRMP(巴黎萨克雷大学,法国原子能和替代能源委员会材料腐蚀与行为研究服务处);Univ. Lyon, UCBL, Institut Lumière Matière, UMR CNRS 5306(里昂大学,里昂第一大学,光物质研究所)

Arnaud Allera, Lisa Ventelon, Mihai-Cosmin Marinica, David Rodney, Laurent Proville

AI总结:

通过DFT和机器学习势重新评估量子零点效应对bcc金属低温位错滑移的影响,发现其贡献远小于先前报道,不足以弥合原子模拟与实验的差距。

摘要:

长期以来,量子零点效应被用来解释体心立方金属低温流动应力与相应原子塑性流动模型之间的已知差异。先前对量子效应的研究依赖于经验原子间势,与密度泛函理论(DFT)计算相比,这些势能对位错能量景观的再现性较差。本文利用DFT和机器学习原子间势(MLIPs)重新审视这一问题。我们发现,虽然量子效应确实对低温位错滑移有贡献,但其幅度远低于先前报道,且不足以使原子预测与实验一致。因此,我们的结果重新开启了一个长期存在的问题,并对预测性原子建模在晶体基本性质方面提出了挑战。

英文摘要:

Quantum zero-point effects have been long proposed to explain a well-known discrepancy between the low-temperature flow stresses of body-centered cubic metals and corresponding atomistic models of plastic flow. Previous investigations on quantum effects relied on empirical interatomic potentials, which poorly reproduce dislocation energy landscapes compared to density functional theory (DFT) calculations. Here, we revisit this problem using DFT and machine-learning interatomic potentials (MLIPs). We show that while quantum effects do contribute to dislocation glide at low temperature, their magnitude is much lower than previously reported, and insufficient to reconcile atomistic predictions with experiments. Our results thus reopen a long-standing question and challenge for predictive atomistic modeling, on a fundamental property of crystals.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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