Google's AI weather model is outperforming US supercomputer forecasts this hurricane season

As the 2025 Atlantic hurricane season winds down, early evaluations of model performance reveal a shift in forecasting reliability that may redefine meteorology. Google DeepMind's Weather ...

New deep learning model enhances roadside air pollutant forecasting accuracy

A research team led by Prof. Li Xiangxian from the Anhui Institute of Optics and Fine Mechanics, the Hefei Institutes of ...

Not-so-model behavior: Popular software tools may give faulty forecasts

Some of the models used to forecast everything from financial trends to animal populations in an ecosystem are incorrect, ...
IEEE

Channel Independence Bidirectional Gated Mamba With Interactive Recurrent Mechanism for Time Series Forecasting

Abstract: Existing time series prediction models struggle with long-sequence data due to limitations in capturing long-range dependencies and processing multichannel information simultaneously. To ...