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Quantum mechanical static dipole polarizabilities in the QM7b and AlphaML showcase databases

机译:QM7b和AlphaML展示数据库中的量子力学静态偶极极化率

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摘要

While density functional theory (DFT) is often an accurate and efficient methodology for evaluating molecular properties such as energies and multipole moments, this approach often yields larger errors for response properties such as the dipole polarizability (α), which describes the tendency of a molecule to form an induced dipole moment in the presence of an electric field. In this work, we provide static α tensors (and other molecular properties such as total energy components, dipole and quadrupole moments, etc.) computed using quantum chemical (QC) and DFT methodologies for all 7,211 molecules in the QM7b database. We also provide the same quantities for the 52 molecules in the AlphaML showcase database, which includes the DNA/RNA nucleobases, uncharged amino acids, several open-chain and cyclic carbohydrates, five popular pharmaceutical molecules, and 23 isomers of C8Hn. All QC calculations were performed using linear-response coupled-cluster theory including single and double excitations (LR-CCSD), a sophisticated approach for electron correlation, and the d-aug-cc-pVDZ basis set to mitigate basis set incompleteness error. DFT calculations employed the B3LYP and SCAN0 hybrid functionals, in conjunction with d-aug-cc-pVDZ (B3LYP and SCAN0) and d-aug-cc-pVTZ (B3LYP).
机译:尽管密度泛函理论(DFT)通常是评估分子性质(例如能量和多极矩)的准确而有效的方法,但这种方法通常会产生更大的响应性质误差,例如偶极子极化率(α),它描述了分子的趋势在电场存在下形成感应偶极矩。在这项工作中,我们为QM7b数据库中的所有7,211个分子提供了使用量子化学(QC)和DFT方法计算出的静态α张量(以及其他分子特性,例如总能量分量,偶极子和四极矩等)。我们还为AlphaML展示数据库中的52个分子提供了相同数量的分子,其中包括DNA / RNA核碱基,不带电荷的氨基酸,几种开链和环状碳水化合物,五个流行的药物分子和C8Hn的23个异构体。所有的QC计算均使用线性响应耦合簇理论进行,包括单激发和双激发(LR-CCSD),一种用于电子相关的复杂方法以及d-aug-cc-pVDZ基集,以减轻基集不完整性误差。 DFT计算使用了B3LYP和SCAN0混合功能,以及d-aug-cc-pVDZ(B3LYP和SCAN0)和d-aug-cc-pVTZ(B3LYP)。

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