2025
Bubbleformer: Forecasting Boiling with Transformers
NeurIPS 2025spotlight
Modeling boiling---an inherently chaotic, multiphase process central to energy and thermal systems---remains a significant challenge for neural PDE surrogates. Existing models require future input (e.g., bubble positions) during inference because they fail to learn nucleation from past states, limit…