04:00
2026-07-14
arxiv.org
machine-learning
Knowledge-Constrained Shape Optimization with a Mixture-of-Experts Neural Operator for High-Confidence Design
A new knowledge-constrained shape-optimization framework using a Mixture-of-Experts Neural Operator (MoE-NO) achieves a test-set MAPE of 1.16% and trend-prediction accuracy of 94.34% on aerodynamic da…