Session

W1C

Emerging Methods and Applications in Engineering Optimization 1

Oral,

Session C,

9:40~11:00

Chair: Prof. Namwoo Kang (Sookmyung Women’s University), Prof. Weifei Hu (Zhejiang University)

W1C-1

9:40~10:00

P00154 A Numerical Study on Three-term Stochastic Conjugate Gradient Method for Neural Network Training

Tae Hee Lee*, Shinyu Kim, and Jongeun Oh (Hanyang University), Jung Su Park and Sang-Hyun Jung (Agency for Defense Development)

W1C-2

10:00~10:20

P00160 Shape Generation with Using Variational Auto-encoder

Kazuo Yonekura* (The University of Tokyo), Hitoshi Hattori (IHI Corporation), Katsuyuki Suzuki (The University of Tokyo)

W1C-3

10:20~10:40

P00153 Patchwise-connected Resolution Enhancement for Healthy Weight-bearing Bones Using Deep Learning

Bong Ju Chun, Sang Min Sin, and In Gwun Jang* (Korea Advanced Institute of Science and Technology)

W1C-4

10:40~11:00

P00258 Machine Learning for Optimal Placement of Braces of Large-Scale Plane Frames

Kazuma Sakaguchi* and Makoto Ohsaki (Kyoto University)