2 papers
cs.NE2026
Optimization is Not Enough: Why Problem Formulation Deserves Equal Attention
Iván Olarte RodrÃguez, Gokhan Serhat, Mariusz Bujny +3
Black-box optimization is increasingly used in engineering design problems where simulation-based evaluations are costly and gradients are unavailable. In this context, the optimiz…
cs.CV2025
Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models
Ahmed R. Sadik, Mariusz Bujny
Large Language Models are increasingly capable of interpreting multimodal inputs to generate complex 3D shapes, yet robust methods to evaluate geometric and structural fidelity rem…