向准确的量子力学热化学方向: (2) 从284种模型化学的综合性基准计算中进行输热量计算的最佳方法
Haoyang Wu1, Anna C Doner1, Hao-Wei Pang1
1Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States.
The journal of physical chemistry. A
|April 20, 2025
概括
这项研究对284种计算方法进行了基准测试,用于计算有机分子形成的标准度 (ΔHf°). 债券附加性校正 (BAC) 显著提高了准确性,复合方案提供了良好的成本和精度平衡.
科学领域:
- 计算化学的计算化学
- 热化学 热化学 热化学
- 物理有机化学 有机化学
背景情况:
- 准确的形成标准度 (ΔHf°) 对于化学工程和科学应用至关重要.
- 之前的工作为对比计算方法奠定了基础.
- 为了可靠的 ΔHf° 预测,需要对众多模型化学进行系统的评估.
研究的目的:
- 系统地对284种模型化学进行基准测试,以计算小型有机分子形成的标准度 (ΔHf°).
- 为了提高准确性,推导和评估彼得森和梅利乌斯类型的债券附加性校正 (BAC).
- 为选择具有成本效益和准确的计算方法提供实际指导.
主要方法:
- 284个模型化学的基准测试,包括半经验,DFT,波函数理论和复合方案.
- 使用421个参考物种的数据库来推导彼得森和梅利乌斯类型的债券附加性校正 (BAC).
- 在500种物种 (离子,激素等) 的独立测试集上验证高性能方法. ) 的情况.
主要成果:
- 债券附加性校正 (BAC) 对大多数方法和物种,特别是中性单元的准确性大大提高.
- 将DFT几何形状与局部合集群能量相结合的复合方案实现了高精度 (接近1kcal/mol).
- 使用彼得森BAC的DLPNO-CCSD(T) -F12d/cc-pVTZ-F12//ωB97X-D/def2-TZVPD方法,实现了0.57 kcal/mol的最佳MAE.
- 在计算上更便宜的变种 (DLPNO-CCSD(T) -F12d/cc-pVDZ-F12//GFN2-xTB) 提供了良好的成本和精度平衡 (MAE 0.96 kcal/mol).
结论:
- BAC对于准确的ΔHf°计算至关重要,特别是对于中性有机分子.
- 精心挑选的复合材料方法提供了卓越的准确性和成本效益.
- 对于充电和开物种,需要进一步开发高精度的热化学数据集.
- 这一基准指导了为大规模热化学计算选择最佳计算策略的指导.
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