Using Metadynamics to Reveal Extractant Conformational Free Energy Landscapes

Xiaoyu Wang, Michael J. Servis
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Abstract

Understanding the impact of extractant functionalization in solvent extraction is essential to guide the development of better separations processes. Traditionally, computational extractant design uses electronic structure calculations to determine the metal binding energy of the lowest energy state. Although highly accurate, this approach does not account for all the relevant physics encountered under experimental conditions, such as temperature effects and ligand flexibility, in addition to approximating solvent-extractant interactions with implicit solvent models. In this study, we use classical MD simulations with an advanced sampling method, metadynamics, to map out extractant molecule conformational free energies in the condensed phase. We generate the complete conformational landscape in solution for a family of bidentate malonamide-based extractants with different functionalizations of the head group and the side chains. In particular, we show how such alkyl functionalization reshapes the free energy landscape, affecting the free energy penalty of organizing the extractant into the cis-like metal binding conformation from the trans-like conformation of the free extractant in solution. Specifically, functionalizing alkyl tails to the center of the head group has a greater influence on increasing molecular rigidity and disfavoring the binding conformation than functionalizing side chains. These findings are consistent with trends in metal binding energetics based on experimentally reported distribution ratios. This study demonstrates the feasibility of using molecular dynamics simulations with advance sampling techniques to investigate extractant conformational energetics in solution, which, more broadly, will enable extractant design that accounts for entropic effects and explicit solvation.
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用元动力学揭示萃取剂构象自由能格局
了解萃取剂功能化对溶剂萃取的影响对于指导更好的分离工艺的发展至关重要。传统上,计算萃取剂设计使用电子结构计算来确定最低能态的金属结合能。虽然准确度很高,但这种方法并没有考虑到实验条件下遇到的所有相关物理,例如温度效应和配体灵活性,以及用隐式溶剂模型近似溶剂-萃取剂相互作用。在这项研究中,我们使用经典的MD模拟和先进的采样方法,元动力学,来绘制萃取剂分子在凝聚相的构象自由能。我们在溶液中生成了具有不同头基和侧链官能化的双齿丙二胺基萃取剂家族的完整构象景观。特别是,烷基功能化如何重塑自由能格局,影响萃取剂从溶液中自由萃取剂的反式构象组织成鞘状金属结合构象的自由能损失。具体来说,与侧链功能化相比,烷基尾部功能化到头基中心对增加分子刚性和不利于结合构象的影响更大。这些发现与基于实验报告的分布比的金属结合能的趋势一致。这项研究证明了使用分子动力学模拟和先进的采样技术来研究溶液中萃取剂构象能量的可行性,更广泛地说,这将使萃取剂设计能够考虑熵效应和显式溶剂化。
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