Selected Works

• Artificial Intelligence to Accelerate the Discovery of N2 Electroreduction Catalysts We developed a slab graph convolutional neural network (SGCNN), a slab version of crystal graph convolutional neural network to predict surface-related properties from its crystal information.

Myungjoon Kim, Byung Chul Yeo, Youngtae Park, Hyuck Mo Lee, Sang Soo Han, Donghun Kim, Chemistry of Materials (2020) CODE PAPER

• Photolithographic realization of target nanostructures in 3D space by inverse design of phase modulation We developed an inverse design method for the proximity field nanopatterning process.

Sang-Hyeon Nam, Myungjoon Kim*, Nayoung Kim, Donghwi Cho, Myungwoo Choi, Jun Hyung Park, Jonghwa Shin, Seokwoo Jeon, Science Advances (2022) PAPER