arXiv:2606.23051physics.app-phcond-mat.mtrl-sci2026-06

构建可执行的摩擦纳米发电机建模框架,实现物理一致的仿真与可复现研究。

Physics-governed executable modelling of triboelectric nanogenerators

  • 以电荷为状态变量建立自洽电场层级模型
  • 统一无限平板解析解与有限几何数值解的边界条件
  • 适合需要可复现仿真的纳米发电机设计者

摩擦纳米发电机(TENG)的预测建模长期分散于解析理论、有限几何求解器和孤立的仿真流程中。本文提出一种电荷定义的建模框架,并实现为物理驱动的TENG-CLAW平台,建立三类电荷——摩擦电荷、预充电荷与补偿电极电荷——作为核心状态变量的自洽电场层级。该层级将近似均匀场的无限平板解析极限与边缘主导器件所需的有限几何数值形式相连接。基于此,TENG-CLAW将用户研究请求转化为物理解释的仿真任务,输出结果明确关联电荷状态、边界条件、求解路径及可复用的多维工作流成果(空间、时间、场强、对比与报告)。本工作为解释TENG机制提供严格计算基础,构建可复现的仿真与物理引导设计基础设施。

原文摘要 · Abstract (English)

Predictive modelling of triboelectric nanogenerators (TENGs) remains fragmented across analytical theories, finite-geometry solvers and disconnected simulation workflows. These disparate approaches must be unified into an executable framework to advance quantitative TENG research.Here we introduce a charge-defined modelling framework and implement it as TENG-CLAW, a physics-governed platform for traceable TENG simulation. The framework establishes a self-consistent electrostatic hierarchy in which triboelectric charges, pre-charging charges and compensating electrode charges serve as defining state variables.This hierarchy connects the infinite plate analytical limit for near-uniform fields with finite-geometry numerical formulations required for edge-dominated devices. Built on this basis, TENG-CLAW converts user-defined research requests into physically admissible simulation tasks, so that generated outputs are tied to explicit charge states, boundary conditions, solver routes and reusable artifacts across spatial, temporal, field-level, comparative and reporting workflows. This work establishes a rigorous computational basis for interpreting TENG mechanisms and provides reproducible research infrastructure for simulation and physics-guided device design.

纳米发电机仿真框架电荷建模可复现研究

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