IEEE

Fusion of Machine Learning and Semi-Empirical Models for Cooperative Retrieval of Soil Moisture With Optical and SAR Remote Sensing: Cyclic or Parallel?

Abstract: Semi-empirical models and machine learning (ML) models have been widely used in remote sensing studies. In order to explore the feasible joint mode integrating semi-empirical model and ML ...
IEEE

A novel lithium-ion battery state of charge estimation method based on the fusion of neural network and equivalent circuit models

Abstract: Accurate State of Charge (SOC) estimation plays a crucial role in ensuring the safety and efficiency of lithium-ion batteries. The existing data-driven SOC estimation methods usually use the ...