3 code implementations • 1 Sep 2023 • Hyuk Jun Yoo, Nayeon Kim, Heeseung Lee, Daeho Kim, Leslie Tiong Ching Ow, Hyobin Nam, Chansoo Kim, Seung Yong Lee, Kwan-Young Lee, Donghun Kim, Sang Soo Han
The optimization of nanomaterial synthesis using numerous synthetic variables is considered to be extremely laborious task because the conventional combinatorial explorations are prohibitively expensive.
1 code implementation • 15 Jun 2022 • Leslie Ching Ow Tiong, Hyuk Jun Yoo, Na Yeon Kim, Kwan-Young Lee, Sang Soo Han, Donghun Kim
Although robot-based automation in chemistry laboratories can accelerate the material development process, surveillance-free environments may lead to dangerous accidents primarily due to machine control errors.
1 code implementation • 26 May 2020 • Leslie Ching Ow Tiong, Jeongrae Kim, Sang Soo Han, Donghun Kim
On the other hand, the DL-based identification of crystal symmetry suffers from a drastic drop in accuracy for problems involving classification into tens or hundreds of symmetry classes (e. g., up to 230 space groups), severely limiting its practical usage.
no code implementations • 7 Dec 2018 • Myungjoon Kim, Byung Chul Yeo, Sang Soo Han, Donghun Kim
The catalyst development for N2 electroreduction reaction (NRR) with low onset potential and high Faradaic efficiency is highly desired, but remains challenging.
Materials Science