J Chem Theory Comput. 2019 Sep 10;15(9):5001-5013. doi: 10.1021/acs.jctc.9b00478. Epub 2019 Aug 26.
Given the piecewise approach to modeling intermolecular interactions for force fields, they can be difficult to parametrize since they are fit to data like total energies that only indirectly connect to their separable functional forms. Furthermore, by neglecting certain types of molecular interactions such as charge penetration and charge transfer, most classical force fields must rely on, but do not always demonstrate, how cancellation of errors occurs among the remaining molecular interactions accounted for such as exchange repulsion, electrostatics, and polarization. In this work we present the first generation of the (many-body) MB-UCB force field that explicitly accounts for the decomposed molecular interactions commensurate with a variational energy decomposition analysis, including charge transfer, with force field design choices that reduce the computational expense of the MB-UCB potential while remaining accurate. We optimize parameters using only a single water molecule and water cluster data up through pentamers, with no fitting to condensed phase data, and we demonstrate that high accuracy is maintained when the force field is subsequently validated against conformational energies of larger water cluster data sets, radial distribution functions of the liquid phase, and the temperature dependence of thermodynamic and transport water properties. We conclude that MB-UCB is comparable in performance to MB-Pol but is less expensive and more transferable by eliminating the need to represent short-ranged interactions through large parameter fits to high order polynomials.
鉴于力场中对分子间相互作用的分段建模方法,它们的参数化可能很困难,因为它们是根据总能量等数据进行拟合的,而总能量与它们可分离的函数形式只是间接相关。此外,通过忽略某些类型的分子相互作用,如电荷穿透和电荷转移,大多数经典力场必须依赖于(但并不总是表现出)剩余的分子相互作用之间的误差抵消是如何发生的,例如交换排斥、静电和极化。在这项工作中,我们提出了第一代(多体)MB-UCB 力场,该力场明确考虑了与变分能量分解分析一致的分解分子相互作用,包括电荷转移,同时力场设计选择减少了 MB-UCB 势的计算开销,同时保持了准确性。我们仅使用单个水分子和水分子簇数据(最多五聚体)进行优化,而不拟合凝聚相数据,并且我们证明,当力场随后根据更大的水分子簇数据集的构象能、液相的径向分布函数以及水的热力学和输运性质的温度依赖性进行验证时,仍能保持高精度。我们得出结论,MB-UCB 在性能上与 MB-Pol 相当,但通过消除通过对高阶多项式进行大参数拟合来表示短程相互作用的需要,它的成本更低,更具可转移性。