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Namwoo Kang

Vehicle Suspension Recommendation System: Multi-Fidelity Neural Network-based Mechanism Design Optimization

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Oct 03, 2024
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Enhancing Graph U-Nets for Mesh-Agnostic Spatio-Temporal Flow Prediction

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Jun 06, 2024
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Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction

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Jun 04, 2024
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Deep Generative Design for Mass Production

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Mar 16, 2024
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Deep Generative Model-based Synthesis of Four-bar Linkage Mechanisms with Target Conditions

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Feb 22, 2024
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Weighted Unsupervised Domain Adaptation Considering Geometry Features and Engineering Performance of 3D Design Data

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Sep 08, 2023
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Performance Comparison of Design Optimization and Deep Learning-based Inverse Design

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Aug 23, 2023
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Adaptive Neural Network Ensemble Using Frequency Distribution

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Oct 19, 2022
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Topology Optimization via Machine Learning and Deep Learning: A Review

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Oct 19, 2022
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Wheel Impact Test by Deep Learning: Prediction of Location and Magnitude of Maximum Stress

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Oct 03, 2022
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