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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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physics.flu-dyn2025

Data-Efficient Deep Operator Network for Unsteady Flow: A Multi-Fidelity Approach with Physics-Guided Subsampling

Sunwoong Yang, Youngkyu Lee, Namwoo Kang

This study presents an enhanced multi-fidelity Deep Operator Network (DeepONet) framework for efficient spatio-temporal flow field prediction when high-fidelity data is scarce. Key…

physics.flu-dyn2024

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

Sunwoong Yang, Hojin Kim, Yoonpyo Hong +3

This study explores the potential of physics-informed neural networks (PINNs) for the realization of digital twins (DT) from various perspectives. First, various adaptive sampling…