Ren, C. et al. 2026. TimeCAP: A Channel-Aware Pre-Training Framework for Multivariate Time Series Forecasting. Proceedings of the AAAI Conference on Artificial Intelligence. 40, 30 (Mar. 2026), 25108–25116. DOI:https://doi.org/10.1609/aaai.v40i30.39700.