通过高通量第一原理筛选和实验验证加速铁电材料的发现

Daisuke Hirai, Tomoki Murata, Sakyo Hirose
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摘要

我们利用基于现有晶体结构数据库的第一原理计算,对铁电材料进行了高通量筛选。我们的重点是具有极性不稳定性的非极性结构,以便从晶体结构数据库中的氧化物材料中有效筛选出可能发生铁电相变的材料。我们的筛选标准包括计算可行性(不包括部分占据)、不含危险元素以及常规晶胞中最多 250 个原子。通过筛选,我们确定了 47 种铁电候选材料,其中 8 种已被报道为铁电材料。为了验证我们的筛选方法,我们合成并评估了几种具有迪昂-雅各布森型结构的候选材料,并测量了它们的介电和铁电特性。虽然这些材料最初并未发现铁电行为,但我们的实验证实了它们的特性。最后,我们发现了一种新的铁电材料 CsCa2Nb3O10,它在 28 K 时表现出铁电相变,清楚地证明了我们筛选策略的有效性。
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Accelerating ferroelectric materials discovery through high-throughput first-principles screening and experimental validation
We conducted high-throughput screening of ferroelectrics using first-principles calculations based on an existing crystal structure database. We focused on nonpolar structures with polar instability, to efficiently screen materials for their potential to undergo ferroelectric phase transitions from oxide materials in crystal structure databases. Our screening criteria included computational feasibility (excluding partial occupation), the absence of hazardous elements, and a maximum of 250 atoms in the conventional cell. Through this screening, we identified 47 ferroelectric candidates, 8 of which have already been reported as ferroelectrics. To validate our screening approach, we synthesized and evaluated several candidate materials with Dion-Jacobson-type structures and measured their dielectric and ferroelectric properties. Although the ferroelectric behavior was not initially identified in these materials, our experiments confirmed their properties. Finally, we discovered a new ferroelectric material, CsCa2Nb3O10, which exhibited a ferroelectric phase transition at 28 K, clearly demonstrating the effectiveness of our screening strategy.
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