192 citations · 202 across the 3 of their papers we have counts for
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cond-mat.mtrl-sci2020★ 8 cited
Generative Adversarial Networks for Crystal Structure Prediction
Sungwon Kim, Juhwan Noh, Geun Ho Gu +2
The constant demand for new functional materials calls for efficient strategies to accelerate the materials design and discovery. In addressing this challenge, machine learning gen…
cond-mat.mtrl-sci2017★ 2 cited
Catalyst design using actively learned machine with non-ab initio input features towards CO2 reduction reactions
Juhwan Noh, Jaehoon Kim, Seoin Back +1
In conventional chemisorption model, the d-band center theory (augmented sometimes with the upper edge of d-band for imporved accuarcy) plays a central role in predicting adsorptio…