Adaptive Lambda Scheduling: A Method for Computational Efficiency in Free Energy Perturbation Simulations

自适应Lambda调度:一种提高自由能扰动模拟计算效率的方法

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Abstract

Recent increases in the availability of computational power have improved the accessibility of ligand-protein relative binding free energy (RBFE) calculations; however, these calculations remain resource-intensive, which can limit their practical application. RBFE calculations typically use a set of thermodynamic intermediates mediated by the transformation coordinate λ. Optimizing λ offers a way to tune the computational efforts required for a given RBFE calculation. Here, we present Adaptive Lambda Scheduling (ALS), a streamlined approach for on-the-fly bespoke λ scheduling. We show it can achieve substantial reductions in computational cost while retaining predictive performance.

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