Concepedia

Sunwoong Yang

SY

5

Publications

173

Citations

5

H-Index

2022

Active since

Affiliations

Seoul National University(Current)

Sunwoong Yang is an author at Seoul National University specializing in engineering, aerodynamics, and systems engineering.

Top concepts

EngineeringAerodynamicsMachine LearningSpace EngineeringSystems EngineeringDesignPhysicsData ScienceAeroacousticsDeep Learning

Publications per year

2022–2024

5

Publications

5

Inverse design optimization framework via a two-step deep learning approach: application to a wind turbine airfoil

Sunwoong Yang, Sanga Lee, Kwanjung Yee · Engineering With Computers · 2022 · 54 citations · Full text

Engineering, Machine Learning, Multidisciplinary Design Optimization +17

Data-driven physics-informed neural networks: A digital twin perspective

Sunwoong Yang, Hojin Kim, Yoonpyo Hong et al. · Computer Methods in Applied Mechanics and Engineering · 2024 · 48 citations

Engineering, Machine Learning, Physics +7

Physics-aware reduced-order modeling of transonic flow via <b> <i>β</i> </b>-variational autoencoder

Yu‐Eop Kang, Sunwoong Yang, Kwanjung Yee · Physics of Fluids · 2022 · 30 citations · Full text

Design Rule Extraction Using Multi-Fidelity Surrogate Model for Unmanned Combat Aerial Vehicles

Sunwoong Yang, Kwanjung Yee · Journal of Aircraft · 2022 · 21 citations · Full text

Aeroacoustics, Engineering, Aerial Robotics +11

Towards reliable uncertainty quantification via deep ensemble in multi-output regression task

Sunwoong Yang, Kwanjung Yee · Engineering Applications of Artificial Intelligence · 2024 · 20 citations

Rows per page

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