{"type": "article", "title": "Learning When to Refine: Long-Horizon Reinforcement Learning for Budgeted Neural-Operator PDE Solvers", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/learning-when-to-refine-long-horizon-reinforcement-learning-for-budgeted-neural", "original_source": "https://arxiv.org/abs/2610.06883", "published": "2026-10-07T04:00:00+00:00", "accessed": "2026-10-07", "id": "learning-when-to-refine-long-horizon-reinforcement-learning-for-budgeted-neural"}