{"type": "article", "title": "Knowledge-Constrained Shape Optimization with a Mixture-of-Experts Neural Operator for High-Confidence Design", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/knowledge-constrained-shape-optimization-with-a-mixture-of-experts-neural-for", "original_source": "https://arxiv.org/abs/2607.09763", "published": "2026-07-14T04:00:00+00:00", "accessed": "2026-07-14", "id": "knowledge-constrained-shape-optimization-with-a-mixture-of-experts-neural-for"}