Junwoong Yoon

Open Catalyst 2020 (OC20) Dataset and Community Challenges

Lowik Chanussot, Abhishek Das, Siddharth Goyal et al. · ACS Catalysis · 2021 · 638 citations · Full text

Convolutional Neural Network of Atomic Surface Structures To Predict Binding Energies for High-Throughput Screening of Catalysts

Seoin Back, Junwoong Yoon, Nianhan Tian et al. · The Journal of Physical Chemistry Letters · 2019 · 233 citations · Full text

Convolutional Neural Network of Atomic Surface Structures to Predict Binding Energies for High-Throughput Screening of Catalysts

Seoin Back, Junwoong Yoon, Nianhan Tian et al. · 2019 · 57 citations · Full text

Materials Science, Chemical Engineering, Convolutional Neural Network +13

Deep reinforcement learning for predicting kinetic pathways to surface reconstruction in a ternary alloy

Junwoong Yoon, Zhonglin Cao, Rajesh K. Raju et al. · Machine Learning Science and Technology · 2021 · 27 citations · Full text

Engineering, Machine Learning, Deep Reinforcement +21

Methods for comparing uncertainty quantifications for material property predictions

Kevin Tran, Willie Neiswanger, Junwoong Yoon et al. · Machine Learning Science and Technology · 2020 · 22 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +20