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20242026
most citedVehicle Suspension Recommendation System: Multi-Fidelity Neural Network-based Mechanism Design Optimization

12 citations · 28 across the 18 of their papers we have counts for

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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…