Kevin Tran

Accelerated discovery of CO2 electrocatalysts using active machine learning

Miao Zhong, Kevin Tran, Yimeng Min et al. · Nature · 2020 · 1.4K citations

Accelerated Discovery, Chemical Engineering, Engineering +4

Active learning across intermetallics to guide discovery of electrocatalysts for CO2 reduction and H2 evolution

Kevin Tran, Zachary W. Ulissi · Nature Catalysis · 2018 · 846 citations

Materials Science, Oxygen Reduction Reaction, Engineering +9

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

Toward a Design of Active Oxygen Evolution Catalysts: Insights from Automated Density Functional Theory Calculations and Machine Learning

Seoin Back, Kevin Tran, Zachary W. Ulissi · ACS Catalysis · 2019 · 172 citations

Engineering, Machine Learning, Active Sites +20