Concepedia

Soyoung Yoo

SY

6

Publications

414

Citations

6

H-Index

2020

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Sookmyung Women's University

Hyundai Motors (South Korea)

Soyoung Yoo is an author at Korea Advanced Institute of Science and Technology specializing in engineering, deep learning, and computer-aided design.

Top concepts

EngineeringDeep LearningDesignMachine LearningComputer-aided DesignArtificial IntelligenceMedicineEconomicsMarketingMechanics

Publications per year

2020–2023

6

Publications

6

Integrating deep learning into CAD/CAE system: generative design and evaluation of 3D conceptual wheel

Soyoung Yoo, Sung‐Hee Lee, Seongsin Kim et al. · Structural and Multidisciplinary Optimization · 2021 · 151 citations

Geometric Modeling, Geometric Learning, Engineering +13

Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs

Seowoo Jang, Soyoung Yoo, Namwoo Kang · Computer-Aided Design · 2022 · 112 citations · Full text

Artificial Intelligence, Design Space Exploration, Evolving Neural Network +4

Explainable artificial intelligence for manufacturing cost estimation and machining feature visualization

Soyoung Yoo, Namwoo Kang · Expert Systems with Applications · 2021 · 95 citations

Artificial Intelligence, Engineering, Machine Learning +12

Factors Driving Consumer Involvement in Energy Consumption and Energy-Efficient Purchasing Behavior: Evidence from Korean Residential Buildings

Soyoung Yoo, Jiyong Eom, Ingoo Han · Sustainability · 2020 · 26 citations · Full text

Engineering, Energy Efficiency, Energy Markets +22

Wheel impact test by deep learning: prediction of location and magnitude of maximum stress

Seungyeon Shin, Ah-hyeon Jin, Soyoung Yoo et al. · Structural and Multidisciplinary Optimization · 2023 · 18 citations

Highway Pavement, Wheel Impact Test, Damage Mechanism +10

Rows per page

1–5 of 6