Junwoong Yoon

Carnegie Mellon University — United States

Materials Science · Physical Sciences

10h-index1.1kcitations13works0.02yr avg
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Research Topics

Machine Learning in Materials Science(11), Electrocatalysts for Energy Conversion(6), Catalytic Processes in Materials Science(5), Catalysis and Oxidation Reactions(3), X-ray Diffraction in Crystallography(2)

Publications13 total

Practical Application of Machine Learning in Catalysis
2024
Correction to “The Open Catalyst 2020 (OC20) Dataset and Community Challenges”
ACS Catalysis·2021· 14 cited
Deep reinforcement learning for predicting kinetic pathways to surface reconstruction in a ternary alloy
Machine Learning Science and Technology·2021· 27 citedOpen Access
Open Catalyst 2020 (OC20) Dataset and Community Challenges
ACS Catalysis·2021· 639 citedOpen Access
Differentiable Optimization for the Prediction of Ground State Structures (DOGSS)
Physical Review Letters·2020· 15 cited
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage
arXiv (Cornell University)·2020· 20 citedOpen Access
An Introduction to Electrocatalyst Design using Machine Learning for\n Renewable Energy Storage
arXiv (Cornell University)·2020· 35 citedOpen Access
Methods for comparing uncertainty quantifications for material property predictions
Machine Learning Science and Technology·2020· 22 citedOpen Access
Capturing Structural Transitions in Surfactant Adsorption Isotherms at Solid/Solution Interfaces
Langmuir·2019· 8 cited
Convolutional Neural Network of Atomic Surface Structures To Predict Binding Energies for High-Throughput Screening of Catalysts
The Journal of Physical Chemistry Letters·2019· 233 citedOpen Access
Convolutional Neural Network of Atomic Surface Structures to Predict Binding Energies for High-Throughput Screening of Catalysts
2019· 57 citedOpen Access
Convolutional Neural Network of Atomic Surface Structures to Predict Binding Energies for High-Throughput Screening of Catalysts
2019· 19 citedOpen Access
Control of model catalytic conversion reaction over Pt nanoparticle supported mesoporous BEA zeolite catalysts
Catalysis Today·2015· 8 citedOpen Access

Frequent Co-authors

Zachary W. Ulissi(12), Kevin Tran(8), Muhammed Shuaibi(5), Abhishek Das(4), Siddharth Goyal(4), Thibaut Lavril(4), Morgane Rivière(4), Javier Heras‐Domingo(4), Weihua Hu(4), Aini Palizhati(4), Anuroop Sriram(4), Devi Parikh(4), C. Lawrence Zitnick(4), Lowik Chanussot(3), Caleb Ho(3), Brandon M. Wood(3), Seoin Back(3), Nianhan Tian(3), Wen Zhong(1), Wen Zhong(1)