Our paper Learning What Matters: Causal Time Series Modeling for Arctic Sea Ice Prediction has been accepted for publication in AI for Time Series Analysis Workshop, the 34th International Joint Conference on Artificial Intelligence (IJCAI-25), August, 2025 Link to pre-print.