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Machine Learning High-Throughput Screening of Double Perovskites for Enhanced Acidic Oxygen Evolution
In response to growing demand for cost-effective, highly active, and stable catalysts for the electrocatalytic oxygen evolution …
Dong Hyeon Mok
,
Jaehyoung Lim
,
Hyunju Chang
,
Jungho Shin
,
Jiwoo Jang
,
Uk Sim
,
Geun Ho Gu
,
Seoin Back
DOI
URL
Stabilizing metastable 1T MoS2 via electrochemical proton intercalation for hydrogen evolution reaction
Hydrogen evolution reaction (HER) is currently the most efficient industrial method for producing clean, nontoxic, and environmentally …
Jyoti Ganapati Badiger
,
Sathya Sheela Subramanian
,
Maheswari Arunachalam
,
Rohini Subhash Kanase
,
Suzan Abdelfattah Sayed
,
Geun Ho Gu
,
Soon Hyung Kang
DOI
URL
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
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
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
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
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
Synthesizability of materials stoichiometry using semi-supervised learning
Synthesis of new inorganic phases relies on expert intuitions, laborious syntheses, and serendipity. Here, we propose a data-driven …
Jidon Jang
,
Juhwan Noh
,
Lan Zhou
,
Geun Ho Gu
,
John M. Gregoire
,
Yousung Jung
DOI
URL
Machine learning-enabled fast exploration of stable and active single-atom catalysts for oxygen evolution reaction
Oxygen evolution reaction (OER) can convert renewable energy into hydrogen through water electrolysis. Identifying stable and active …
Woonghyeon Park
,
Juhwan Noh
,
Geun Ho Gu
,
Gunwook Nam
,
Sang-Mun Jung
,
Yong-Tae Kim
,
Yousung Jung
DOI
URL
Dynamic role of dopant and graphene on BiVO4 photoanode for enhanced photoelectrochemical hydrogen production
The development of an efficient and stable electrode remains an attractive challenge for photoelectrochemical (PEC) water splitting to …
Mohaseen S. Tamboli
,
Santosh S. Patil
,
Dong-Kyu Lee
,
C.S. Praveen
,
Asiya M. Tamboli
,
Uk Sim
,
Kiyoung Lee
,
Geun Ho Gu
,
Chinho Park
DOI
URL
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