[HTML][HTML] Unlocking the potential: machine learning applications in electrocatalyst design for electrochemical hydrogen energy transformation

R Ding, J Chen, Y Chen, J Liu, Y Bando… - Chemical Society …, 2024 - pubs.rsc.org
Machine learning (ML) is rapidly emerging as a pivotal tool in the hydrogen energy industry
for the creation and optimization of electrocatalysts, which enhance key electrochemical …

Understanding (photo) electrocatalysis for the conversion of methane to valuable chemicals through partial oxidation processes

LK Dhandole, SH Kim, G Moon - Journal of Materials Chemistry A, 2022 - pubs.rsc.org
Methane (CH4) with sp3 hybridization is known as a main constituent of natural gas, and
has been utilized as a fuel and a hydrogen reservoir for power plant and transportation …

Iridium Single‐Atom‐Ensembles Stabilized on Mn‐Substituted Spinel Oxide for Durable Acidic Water Electrolysis

A Kumar, M Gil‐Sepulcre, J Lee, VQ Bui… - Advanced …, 2024 - Wiley Online Library
Exploring single‐atom‐catalysts for the acidic oxygen evolution reaction (OER) is of
paramount importance for cost‐effective hydrogen production via acidic water electrolyzers …

Recent Progress in Ruthenium-Based Electrocatalysts for Water Oxidation under Acidic Condition

M Sohail, W Lv, Z Mei - ACS Sustainable Chemistry & …, 2023 - ACS Publications
Proton exchange membrane water electrolysis (PEMWE) is considered the most compatible
technology with intermittent renewable energies for clean hydrogen generation. More than …

Boosting the activity of the oxygen evolution reaction through an electrospun nickel manganese-based bimetallic zeolite imidazolate framework fibrous system in …

SS Selvasundarasekar, S Mahendran… - Inorganic …, 2023 - ACS Publications
Develo** cost-efficient and noble metal free electrocatalysts is vastly anticipated for the
oxygen evolution reaction (OER). Therefore, in this study, to lift the thermodynamic and …

Nanoporous Pt-Based Electrodes for Electrocatalytic Hydrogen Evolution

KW Hui, G Esselbach, M Llusca Jane… - ACS Applied Nano …, 2024 - ACS Publications
Nanoporous materials have gained prominence across multiple domains, including
catalysis, optics, energy conversion, and sensing, due to their uniquely large surface areas …

Highly clean and efficient iron phosphates modified by Ru nanocrystals for water oxidation

M Jiang, X Hu, P Tan, J Pan - Dalton Transactions, 2022 - pubs.rsc.org
Optimizing the architecture of non-polluting, highly efficient, robust, and cost-effective
electrocatalysts for the oxygen evolution reaction (OER) is extremely crucial for accelerating …

[HTML][HTML] 电催化甲烷转化为增值化学品研究进展

王瑞, 郑露莹, 江佳怡, 于小晴, 张航 - Material Sciences, 2023 - hanspub.org
甲烷(CH4) 是天然气的主要成分, 已被用作燃料和储氢器. CH4 的部分氧化生成液体燃料方向是
一个巨大的挑战, 因为含氧产物比CH4 更容易氧化. 因此, 对载流子和自由基的控制是阻止过度 …