Scientists have made amazing advances enabling machines to understand language and process images for such applications as facial recognition, image classification (e.g., “cat” or “dog”) and translation of texts. Work in the IBM Research lab in Dublin this summer was focused on a very different problem: using AI techniques such as deep learning to forecast a physical process, namely, ocean waves.