使用高通量计算选与合成验证来划分可行和不可行的热带石杂交之间的界限
Kota Oishi1, Koki Muraoka2, Satoko Toyama3
1Department of Chemical System Engineering, The University of Tokyo, Bunkyo-ku, Tokyo, Japan.
Nature materials
|October 20, 2025
概括
这项研究引入了一种计算工作流程,以发现用于催化和分离的优质热带石杂交. 接口能量有效地预测了成功的热水合成,大大减少了实验选工作.
科学领域:
- 材料科学 材料科学 材料科学
- 计算化学计算化学
- 晶体学 晶体学是指结晶学.
背景情况:
- 石是多孔的晶体酸盐,对于催化和分离至关重要.
- 石杂交提供了比单相材料更好的性能.
- 识别最佳的相互生长需要有效的选方法.
研究的目的:
- 开发一个计算工作流程,以识别有前途的热带石杂交.
- 使用几何分析和原子模拟来评估结构.
- 通过实验合成验证计算预测.
主要方法:
- 选了约1.03万亿个原子化泽奥利特结构.
- 几何分析和原子学模拟的应用.
- 界面能量作为水热合成预测的关键描述符.
主要成果:
- 界面能量在分类合成的相互生长中表现出高精度 (AUC=0.995).
- 计算工作流成功识别了100%的合成对,并拒绝了99.3%的假设对.
- 在酸中实验实现了预测的相互生长,扩大了它们的应用范围.
结论:
- 使用界面能量进行计算选,对于发现热石内生长是非常有效的.
- 该工作流显著加快了高性能热带石材料的识别.
- 经过成功的实验验证,扩大了热岩杂交在材料科学中的实用性.
相关概念视频
Bulk Density of Aggregate
Bulk density refers to the mass of aggregate particles that would fill a unit volume. The concept of bulk density originates from the inability to pack aggregate particles in a manner that completely eliminates void spaces. Hence, the term bulk refers to the volume that encompasses both the aggregates and the voids. This measurement is crucial when aggregates are batched by volume and is used to convert quantities by mass to volume.
Most natural mineral aggregates, like sand and gravel,...
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Moisture Content and Bulking of Aggregate
The moisture content of aggregates is a crucial factor in construction, particularly in concrete mixing, as it influences the total water required in the mix. Moisture content represents the water coated on the exterior surface of the aggregate existing in a saturated and surface-dry condition. The total water content of a moist aggregate is the sum of its moisture content and water absorption.
When aggregates are exposed to rain or sit in stockpiles, they absorb moisture, which must be...
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Deleterious Substances in Aggregate
Deleterious substances in aggregates can be detrimental to the quality and durability of concrete. These substances include organic impurities like loam, which interfere with cement hydration and are usually present in the sand. These prevent a good bond between aggregate and cement paste. Organic impurities can be detected using the colorimetric test, where the darkness of a solution after agitation indicates the level of organic content.
Another type of impurity is clay and fine material that...
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