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Elucidating Conductivity and Nitriding Resiliency in (Al/H)-ZnO Coatings for NH3-Fueled SOFC Separators via SEM-EDX and MLP-DFT Protocols
NH3 fuel-based SOFCs can overcome the inefficiencies of other hydrogen sources, but NH3 deteriorates solid oxide fuel cell (SOFC) …
Matthew T. Curnan
,
Kyung Chan Min
,
Joon Hyung Shim
,
Geun Ho Gu
Last updated on Dec 29, 2025
DOI
URL
Cu–Ni Oxidation Mechanism Unveiled: A Machine Learning-Accelerated First-Principles and in Situ TEM Study
The development of accurate methods for determining how alloy surfaces spontaneously restructure under reactive and corrosive …
Pandu Wisesa
,
Meng Li
,
Matthew T. Curnan
,
Geun Ho Gu
,
Jeong Woo Han
,
Judith C. Yang
,
Wissam A. Saidi*
DOI
URL
Cu–Ni Oxidation Mechanism Unveiled: A Machine Learning-Accelerated First-Principles and in Situ TEM Study
The development of accurate methods for determining how alloy surfaces spontaneously restructure under reactive and corrosive …
Pandu Wisesa
,
Meng Li
,
Matthew T. Curnan
,
Geun Ho Gu
,
Jeong Woo Han
,
Judith C. Yang
,
Wissam A. Saidi*
Last updated on Dec 29, 2025
DOI
URL
Machine-Learning-Enabled Thermochemistry Estimator
Modeling adsorbates on single-crystal metals is critical in rational catalyst design and other research that requires detailed …
Tianjun Xie
,
Gerhard R. Wittreich
,
Matthew T. Curnan
,
Geun Ho Gu
,
Kayla N. Seals
,
Justin S. Tolbert
DOI
URL
Machine-Learning-Enabled Thermochemistry Estimator
Modeling adsorbates on single-crystal metals is critical in rational catalyst design and other research that requires detailed …
Tianjun Xie
,
Gerhard R. Wittreich
,
Matthew T. Curnan
,
Geun Ho Gu
,
Kayla N. Seals
,
Justin S. Tolbert
Last updated on Dec 29, 2025
DOI
URL
Integrated electrocatalytic synthesis of ammonium nitrate from dilute NO gas on metal organic frameworks-modified gas diffusion electrodes
The electrocatalytic conversion of NO offers a promising technology for not only removing the air pollutant but also synthesizing …
Donglai Pan
,
Muthu Austeria P
,
Shinbi Lee
,
Ho-sub Bae
,
Fei He
,
Geun Ho Gu
,
Wonyong Choi
DOI
URL
Integrated electrocatalytic synthesis of ammonium nitrate from dilute NO gas on metal organic frameworks-modified gas diffusion electrodes
The electrocatalytic conversion of NO offers a promising technology for not only removing the air pollutant but also synthesizing …
Donglai Pan
,
Muthu Austeria P
,
Shinbi Lee
,
Ho-sub Bae
,
Fei He
,
Geun Ho Gu
,
Wonyong Choi
Last updated on Dec 29, 2025
DOI
URL
Reaction Templates: Bridging Synthesis Knowledge and Artificial Intelligence
Conspectus
The field of chemical research boasts a long history of developing software to automate synthesis planning and reaction …
Shuan Chen
,
Juhwan Noh
,
Jidon Jang
,
Seongmin Kim
,
Geun Ho Gu
,
Yousung Jung
DOI
URL
Reaction Templates: Bridging Synthesis Knowledge and Artificial Intelligence
Conspectus
The field of chemical research boasts a long history of developing software to automate synthesis planning and reaction …
Shuan Chen
,
Juhwan Noh
,
Jidon Jang
,
Seongmin Kim
,
Geun Ho Gu
,
Yousung Jung
Last updated on Dec 29, 2025
DOI
URL
Surface Area‐Enhanced Cerium and Sulfur‐Modified Hierarchical Bismuth Oxide Nanosheets for Electrochemical Carbon Dioxide Reduction to Formate
Electrochemical carbon dioxide reduction reaction (ECO2RR) is a promising approach to synthesize fuels and value-added chemical …
Naveenkumar Palanimuthu
,
Mohan Raj Subramaniam
,
Muthu Austeria P
,
Preetam Kumar Sharma
,
Vinoth Ramalingam
,
Karthik Peramaiah
,
Shanmugam Ramakrishnan
,
Geun Ho Gu
,
Eileen Hao Yu
,
Dong Jin Yoo*
DOI
URL
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