يعرض 1 - 20 نتائج من 157 نتيجة بحث عن '"Kang, Namwoo"', وقت الاستعلام: 0.47s تنقيح النتائج
  1. 1
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    Point-DeepONet: A Deep Operator Network Integrating PointNet for Nonlinear Analysis of Non-Parametric 3D Geometries and Load Conditions

    المؤلفون: Park, Jangseop, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

    URL الوصول: http://arxiv.org/abs/2412.18362

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  2. 2
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    Towards Robust Spatio-Temporal Auto-Regressive Prediction: Adams-Bashforth Time Integration with Adaptive Multi-Step Rollout

    المؤلفون: Yang, Sunwoong, Vinuesa, Ricardo, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Machine Learning, Physics - Fluid Dynamics

    URL الوصول: http://arxiv.org/abs/2412.05657

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  3. 3
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    AI-powered Digital Twin of the Ocean: Reliable Uncertainty Quantification for Real-time Wave Height Prediction with Deep Ensemble

    المؤلفون: Lee, Dongeon, Yang, Sunwoong, Oh, Jae-Won, Cho, Su-Gil, Kim, Sanghyuk, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Computational Engineering, Finance, and Science, Electrical Engineering and Systems Science - Signal Processing, Physics - Atmospheric and Oceanic Physics

    URL الوصول: http://arxiv.org/abs/2412.05475

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  4. 4
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    Physics-Constrained Graph Neural Networks for Spatio-Temporal Prediction of Drop Impact on OLED Display Panels

    المؤلفون: Kim, Jiyong, Park, Jangseop, Kim, Nayong, Yu, Younyeol, Chang, Kiseok, Woo, Chang-Seung, Yang, Sunwoong, Kang, Namwoo

    مصطلحات موضوعية: Physics - Computational Physics

    URL الوصول: http://arxiv.org/abs/2411.01848

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  5. 5
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    Vehicle Suspension Recommendation System: Multi-Fidelity Neural Network-based Mechanism Design Optimization

    المؤلفون: Lee, Sumin, Kang, Namwoo

    مصطلحات موضوعية: Physics - Computational Physics, Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2410.03045

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  6. 6
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    DeepJEB: 3D Deep Learning-based Synthetic Jet Engine Bracket Dataset

    المؤلفون: Hong, Seongjun, Kwon, Yongmin, Shin, Dongju, Park, Jangseop, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Computational Geometry

    URL الوصول: http://arxiv.org/abs/2406.09047

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  7. 7
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    Enhancing Graph U-Nets for Mesh-Agnostic Spatio-Temporal Flow Prediction

    المؤلفون: Yang, Sunwoong, Vinuesa, Ricardo, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Physics - Fluid Dynamics

    URL الوصول: http://arxiv.org/abs/2406.03789

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  8. 8
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    Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction

    المؤلفون: Park, Jangseop, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Graphics

    URL الوصول: http://arxiv.org/abs/2406.01996

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  9. 9
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    Learning Design Preferences through Design Feature Extraction and Weighted Ensemble

    المؤلفون: Shin, Dongju, Lee, Sunghee, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Human-Computer Interaction

    URL الوصول: http://arxiv.org/abs/2405.07193

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  10. 10
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    Deep Generative Design for Mass Production

    المؤلفون: Kim, Jihoon, Kwon, Yongmin, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing

    URL الوصول: http://arxiv.org/abs/2403.12098

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  11. 11
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    Deep Generative Model-based Synthesis of Four-bar Linkage Mechanisms with Target Conditions

    المؤلفون: Lee, Sumin, Kim, Jihoon, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computational Engineering, Finance, and Science

    URL الوصول: http://arxiv.org/abs/2402.14882

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  12. 12
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    Multi-objective Generative Design Framework and Realization for Quasi-serial Manipulator: Considering Kinematic and Dynamic Performance

    المؤلفون: Lee, Sumin, Yang, Sunwoong, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Robotics, Electrical Engineering and Systems Science - Systems and Control

    URL الوصول: http://arxiv.org/abs/2402.00032

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  13. 13
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    Data-Driven Physics-Informed Neural Networks: A Digital Twin Perspective

    المؤلفون: Yang, Sunwoong, Kim, Hojin, Hong, Yoonpyo, Yee, Kwanjung, Maulik, Romit, Kang, Namwoo

    مصطلحات موضوعية: Physics - Fluid Dynamics, Computer Science - Computational Engineering, Finance, and Science, Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2401.08667

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  14. 14
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    Weighted Unsupervised Domain Adaptation Considering Geometry Features and Engineering Performance of 3D Design Data

    المؤلفون: Shin, Seungyeon, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2309.04499

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  15. 15
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    Performance Comparison of Design Optimization and Deep Learning-based Inverse Design

    المؤلفون: Jwa, Minyoung, Kim, Jihoon, Shin, Seungyeon, Jin, Ah-hyeon, Shin, Dongju, Kang, Namwoo

    مصطلحات موضوعية: Mathematics - Optimization and Control, Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2308.13000

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  16. 16
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    Topology Optimization via Machine Learning and Deep Learning: A Review

    المؤلفون: Shin, Seungyeon, Shin, Dongju, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2210.10782

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  17. 17
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    Adaptive Neural Network Ensemble Using Frequency Distribution

    المؤلفون: Lee, Ungki, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2210.10360

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  18. 18
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    Wheel Impact Test by Deep Learning: Prediction of Location and Magnitude of Maximum Stress

    المؤلفون: Shin, Seungyeon, Jin, Ah-hyeon, Yoo, Soyoung, Lee, Sunghee, Kim, ChangGon, Heo, Sungpil, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2210.01126

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  19. 19
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    Deep Learning-Based Inverse Design for Engineering Systems: Multidisciplinary Design Optimization of Automotive Brakes

    المؤلفون: Kim, Seongsin, Jwa, Minyoung, Lee, Soonwook, Park, Sunghoon, Kang, Namwoo

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Computational Engineering, Finance, and Science, Electrical Engineering and Systems Science - Systems and Control

    URL الوصول: http://arxiv.org/abs/2202.13309

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  20. 20
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    Explainable Artificial Intelligence for Manufacturing Cost Estimation and Machining Feature Visualization

    المؤلفون: Yoo, Soyoung, Kang, Namwoo

    المصدر: Expert Systems with Applications, 183, 115430 (2021)

    مصطلحات موضوعية: Computer Science - Computational Geometry, Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2010.14824

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