From Single Metals to High‐Entropy Alloys: How Machine Learning Accelerates the Development of Metal Electrocatalysts

X Fan, L Chen, D Huang, Y Tian… - Advanced Functional …, 2024 - Wiley Online Library
The rapid advancement of high‐performance computing and artificial intelligence
technology has opened up novel avenues for the development of various metal …

[HTML][HTML] Electronic structure modulation of high entropy materials for advanced electrocatalysis

L Qi, J Guan - Green Energy & Environment, 2024 - Elsevier
High-entropy materials (HEMs) have managed to make their mark in the field of
electrocatalysis. The flexibly adjustable component, unique configuration and proprietary …

Single-atom catalysts based on two-dimensional metalloporphyrin monolayers for electrochemical nitrate reduction to ammonia by first-principles calculations and …

Z Ding, YS Pang, A Ma, Z Liu, Z Wang, G Fan… - International Journal of …, 2024 - Elsevier
Electrocatalytic reduction of nitrate to ammonia (NO 3 RR) is one of the effective methods to
treat environmental pollution caused by nitrate and to produce valuable product of ammonia …

[HTML][HTML] Nanostructured materials derived from high entropy alloys–State-of-the-art and leading technical applications

A Kausar, MH Eisa, O Aldaghri, KH Ibnaouf, A Mimouni - Results in Physics, 2024 - Elsevier
Exceptional category of alloys comprising five or more alloying metals in structures are
referred as high entropy alloys. Uniqueness of these alloys have been observed due to the …

High entropy materials: potential catalysts for electrochemical water splitting

Z Wang, X Tan, Z Ye, S Chen, G Li, Q Wang… - Green Chemistry, 2024 - pubs.rsc.org
High entropy materials (HEM) have been attracting much attention as emerging catalysts for
electrochemical water splitting. HEM catalysts have unique properties such as an interesting …

Morphology Variation of Ternary PdCuSn Nanocrystalline Assemblies and Their Electrocatalytic Oxidation of Alcohols

J Wang, L Yang, Z Li, C Chen, X Liao… - … Applied Materials & …, 2024 - ACS Publications
Metal alloys not only increase the composition and spatial distribution of elements but also
provide the opportunity to adjust their physicochemical properties. Recently, multimetallic …

Structural advantages of medium-/high-entropy materials for electrocatalysis

H Wu, S Huang, F Li, Y Ma, X Meng - Chemical Engineering Journal, 2024 - Elsevier
Abstract Medium-/high-entropy materials (MEMs/HEMs) have garnered increasing attention
in the field of electrocatalysis because of their distinctive structural and physicochemical …

Unveiling the potential of high-entropy materials toward high-energy metal batteries based on conversion reactions: synthesis, structure, properties, and beyond

M Lian, W Gong, S Guo, Y Jiang, Z Ye - Energy Storage Materials, 2025 - Elsevier
The sluggish conversion reaction and uncontrolled dendrite growth inhibit the development
of rechargeable metal batteries with high energy density and environmental friendliness …

[HTML][HTML] Coverage, repulsion, and reactivity of hydrogen on High-Entropy alloys

FC Østergaard, F Abild-Pedersen, J Rossmeisl - Journal of Catalysis, 2024 - Elsevier
Modeling hydrogen evolution reaction (HER) activity probability on IrPdPtRhRu (1 1 1) high-
entropy alloys. Determining hydrogen coverages based on ligand effects and generalized …

High‐Entropy Metal–Organic Frameworks and Their Derivatives: Advances in Design, Synthesis, and Applications for Catalysis and Energy Storage

J **ng, Y Liu, G Mathew, Q He… - Advanced …, 2025 - Wiley Online Library
As a nascent class of high‐entropy materials (HEMs), high‐entropy metal–organic
frameworks (HE‐MOFs) have garnered significant attention in the fields of catalysis and …