超伝導体探索手法を書き換える材料設計技術(Superconductors by design: Argonne scientists rewrite the rules of discovery)

2026-05-04 アルゴンヌ国立研究所(ANL)

Argonne National Laboratoryの研究チームは、人工知能(AI)や高性能計算を活用して超伝導材料を“設計”する新手法を開発し、従来の経験則中心だった超伝導体探索の在り方を大きく変える成果を発表した。超伝導体は電気抵抗ゼロで電流を流せる材料であり、量子計算、核融合、送電、医療機器などへの応用が期待されている。しかし新材料探索は長年、試行錯誤型の実験に依存していた。研究では、量子力学計算や機械学習モデルを組み合わせ、電子構造や結晶特性から有望な超伝導候補物質を高精度に予測できる枠組みを構築した。これにより、特定条件下で超伝導特性を示す新材料候補を効率的に抽出でき、探索速度を大幅に向上できる可能性がある。研究者らは、将来的に高温超伝導体や実用性の高い新材料開発につながると期待しており、材料科学と計算科学を融合した次世代材料開発のモデルケースになるとしている。

超伝導体探索手法を書き換える材料設計技術(Superconductors by design: Argonne scientists rewrite the rules of discovery)
A visualization of the modular crystal structures discovered by Argonne and Northwestern scientists. Each colored dot represents a different atomic building unit (black = Ba, blue = Sb, red = Te, yellow = S), showing how swapping elements leads to a series of unique, ordered arrangements within the same material family. (Image by Argonne National Laboratory.)

<関連情報>

化学量論的に保存された相同系列でありながら、構造的多様性は無限である A stoichiometrically conserved homologous series with infinite structural diversity

Hengdi Zhao, Xiuquan Zhou, Ziliang Wang, Patricia E. Meza, […] , and Mercouri G. Kanatzidis
Science  Published:4 Dec 2025
DOI:https://doi.org/10.1126/science.aea8088

Editor’s summary

A series of BaSbQ3 crystals (where Q is sulfur or tellurium) has been synthesized, and its structural diversity is directly driven by systematically varying the S/Te ratio. Zhao et al. synthesized at least 10 of these “stoichiomorphs” composed of rocksalt slab fragments stacked together with polytelluride zigzag chains. Each member differed only in the size and assembly of these blocks, and the crystal phase that resulted depended on differences in anion electron affinity and sizes. —Phil Szuromi

Abstract

We describe a compositionally guided structural evolution within a stoichiometrically conserved framework, BaSbQ3 (Q = Te1−xSx), where each value of x gives rise to a distinct phase. The fundamental building blocks, A1 (BaSbSTe2) and Bn (BanSbnSn−1Te2n+1), were composed of modular double rocksalt slabs stacked with functional polytelluride zigzag chains, with each phase differing only in the size and assembly of these blocks. Ten compounds were synthesized that maintained a coherent chemical identity that arose from this isovalent, isoelectronic substitution of Te and S. We envision that the phase formation at a molecular level unfolds in stages of extension, termination, and assembly and propose a design concept of “anionic disparity,” where phase homologies and polytelluride hierarchical networks can be controlled by leveraging differences in anion electron affinity and sizes.

1701物理及び化学99未分類
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