[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 …

Noble metal-free FeCoNiMnV high entropy alloy anchored on N-doped carbon nanotubes with prominent activity and durability for oxygen reduction and zinc–air …

DH Wu, MU Haq, L Zhang, JJ Feng, F Yang… - Journal of Colloid and …, 2024 - Elsevier
Efficient and stable oxygen reduction reaction (ORR) catalysts are essential for constructing
reliable energy conversion and storage devices. Herein, we prepared noble metal-free …

Work Function‐Guided Electrocatalyst Design

Z Chen, T Ma, W Wei, WY Wong, C Zhao… - Advanced …, 2024 - Wiley Online Library
The development of high‐performance electrocatalysts for energy conversion reactions is
crucial for advancing global energy sustainability. The design of catalysts based on their …

Highly asymmetrically configured single atoms anchored on flame-roasting deposited carbon black as cathode catalysts for ultrahigh power density Zn-air batteries

YC Ting, CC Cheng, FY Yen, GR Li, SI Chang, CH Lee… - EnergyChem, 2024 - Elsevier
Iron group element-based single atom (SA) catalysts are highly regarded as promising
alternatives to commercial Pt/C for catalysis of oxygen reduction reaction (ORR). For …

Graphene hydrogel bridged pyrolysis strategy: Carbon cladded Fe2N nanoparticles in graphene matrix for efficient oxygen reduction reaction

G Lei, J Wu, L Qin, S Wu, F Zhang, X Fan… - International Journal of …, 2024 - Elsevier
The development of efficient, durable and inexpensive materials as alternatives to precious-
metal-based catalyst towards oxygen reduction reaction (ORR) is extremely desirable but …

Rational design of ZIF-derived nanocarbon with dual metal active sites via molten salt strategy for advancing oxygen electrocatalysis

S Bhardwaj, T Boruah, RS Dey - Inorganic Chemistry Frontiers, 2023 - pubs.rsc.org
Designing competent bifunctional oxygen electrocatalysts is imperative for developing
sustainable metal–air batteries and reversible fuel cells. The issue is that efficient oxygen …

Donor–acceptor covalent organic frameworks propel the oxygen reduction reaction with push–pull dynamics

G Kumar, SK Das, TRK Rana, S Samui… - Journal of Materials …, 2024 - pubs.rsc.org
Structurally tunable covalent organic frameworks (COFs) have emerged as promising
electrocatalysts for the oxygen reduction reaction (ORR) due to their highly controllable …

Controlled nucleation of ultrasmall MoO 3 nanoparticles on defective graphene for enhanced ammonia efficiency

S Bhardwaj, S Santra, RS Dey - Chemical Communications, 2024 - pubs.rsc.org
Ultrasmall nanoparticles on nanocarbons enhance the electrocatalytic nitrogen reduction
(NRR) efficiency. Herein, we demonstrate a novel method for depositing MoO3 …

Catalytically Active Carbon for Oxygen Reduction Reaction in Energy Conversion: Recent Advances and Future Perspectives

S Liu, A Wang, Y Liu, W Zhou, H Wen… - Advanced …, 2024 - Wiley Online Library
The shortage and unevenness of fossil energy sources are affecting the development and
progress of human civilization. The technology of efficiently converting material resources …

Synthesis of NbC@ C (Nx) nanoparticles using DC arc discharge plasma for highly efficient oxygen reduction reaction

E Lv, W Miao, M Cheng, M Qin, X Cao, R Zhao… - Diamond and Related …, 2024 - Elsevier
Abstract Development of the low-cost, high-efficiency, and durable non-precious metal
electrocatalysts for cathodic oxygen reduction reaction (ORR) is of vital importance for fuel …