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cs.AI2026
Distance-Aware Attention and Wall-Distance Expert Routing for Transformer-Based 3D Flow Prediction
Sanghyeon Kim, Sunwoong Yang, Namwoo Kang
Transformer surrogates for 3D flow prediction compress an industrial mesh into a small set of tokens from which every prediction point reads. Two operations follow: the retrieval s…
cs.AI2026
A Multi-Agent System for Motor Design Optimization via an FEA-AI Hybrid Approach
Jinseong Han, Sunwoong Yang, Namwoo Kang
This study presents a large language model (LLM)-based multi-agent framework for interior permanent magnet synchronous motor (IPMSM) design optimization that mitigates limitations…