192 citations · 202 across the 3 of their papers we have counts for
3 papers
physics.comp-ph2020★ 192 cited
An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties
Zekun Ren, Siyu Isaac Parker Tian, Juhwan Noh +14
Realizing general inverse design could greatly accelerate the discovery of new materials with user-defined properties. However, state-of-the-art generative models tend to be limite…
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…