EvoCast: Reliable Autonomous Research Agents for Iterative Forecasting Architecture Evolution

Kaipeng Xu, Xianli Yan, Yan Wang +2

Deep time-series forecasting models have rapidly diversified, yet adapting them to a specific task still requires extensive expert effort in model selection, mechanism diagnosis, a…