ShapeBench: A Scalable Benchmark and Diagnostic Suite for Standardized Evaluation in Aerodynamic Shape Optimization. - Shaghayegh Fazliani; Krissh Chawla; Jack Guo; Yiren Shen; Matthias Ihme; Madeleine Udell (CoRR, 2026)