Abstract: The superposition of aging characteristics in fuel cells is a major cause of inaccurate predictions. Unlike traditional methods that mix linear and nonlinear aging characteristics, this ...

Abstract: Photovoltaic (PV) systems often encounter issues stemming from partial shading, which not only diminishes system output power but also compromises safety and operational efficiency.

What this repo does: it trains LLMs to think in a divide-and-conquer (DAC) way via an end-to-end RL pipeline. Core idea: instead of only learning sequential chain-of-thought (CoT), the policy learns ...