Charles Yang

Prediction of composite microstructure stress-strain curves using convolutional neural networks

Charles Yang, Youngsoo Kim, Grace X. Gu · Materials & Design · 2020 · 435 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Deep learning framework for material design space exploration using active transfer learning and data augmentation

Yongtae Kim, Youngsoo Kim, Charles Yang et al. · npj Computational Materials · 2021 · 171 citations · Full text

Computing, Materials Engineering, Materials Science +17

Genetic Variants at 13q12.12 Are Associated with High Myopia in the Han Chinese Population

Yi Shi, Jia Qu, Dingding Zhang et al. · The American Journal of Human Genetics · 2011 · 128 citations · Full text

Medicine, Genetics, Ophthalmology +17

Accelerating Auxetic Metamaterial Design with Deep Learning

Jackson K. Wilt, Charles Yang, Grace X. Gu · Advanced Engineering Materials · 2019 · 127 citations

Engineering, Materials Engineering, Materials Science +15

Using convolutional neural networks to predict composite properties beyond the elastic limit

Charles Yang, Youngsoo Kim, Seunghwa Ryu et al. · MRS Communications · 2019 · 100 citations

Natural Sciences, Materials Engineering, Materials Science +16