Litcius/Paper detail

A physics-guided RNN-KAN for multi-step prediction of heat pump operation states

Siyi Guo, Ziqing Wei, Yaling Yin, Xiaoqiang Zhai

2025Energy20 citationsDOI

Topics & Concepts

Heat pumpRecurrent neural networkPhysicsComputer scienceThermodynamicsArtificial intelligenceHeat exchangerArtificial neural networkHeat Transfer and Boiling StudiesHeat Transfer and OptimizationRefrigeration and Air Conditioning Technologies
A physics-guided RNN-KAN for multi-step prediction of heat pump operation states | Litcius