Evolution and Reconstruction of Air‐Electrode Surface Composition in Reversible Protonic Ceramic Cells: Mechanisms, Impacts on Catalytic Performance, and …

N Shi, Y **e, MO Tadé, Z Shao - Advanced Materials, 2025 - Wiley Online Library
Reversible protonic ceramic cells (R‐PCCs) are at the forefront of electrochemical
conversion devices, capable of reversibly and efficiently converting chemical energy into …

Expanding the frontiers of electrocatalysis: advanced theoretical methods for water splitting

SC Cho, JH Seok, HN Manh, JH Seol, CH Lee… - Nano …, 2025 - Springer
Electrochemical water splitting, which encompasses the hydrogen evolution reaction (HER)
and the oxygen evolution reaction (OER), offers a promising route for sustainable hydrogen …

Electrostatic and Electronic Effects on Doped Nickel Oxide Nanofilms for Water Oxidation

I Østrøm, M Favaro, M Seyfouri, P Burr… - Journal of the American …, 2025 - ACS Publications
An ideal water-splitting electrocatalyst is inexpensive, abundant, highly active, stable,
selective, and durable. The anodic oxygen evolution reaction (OER) is the main bottleneck …

Active learning accelerated exploration of single-atom local environments in multimetallic systems for oxygen electrocatalysis

H Chun, JR Lunger, JK Kang… - npj Computational …, 2024 - nature.com
Single-atom catalysts (SACs) with multiple active sites exhibit high activity for a wide range
of sluggish reactions, but identifying optimal multimetallic SAC is challenging due to the vast …

From computational screening to the synthesis of a promising OER catalyst

SGH Kumar, C Bozal-Ginesta, N Wang, J Abed… - Chemical …, 2024 - pubs.rsc.org
The search for new materials can be laborious and expensive. Given the challenges that
mankind faces today concerning the climate change crisis, the need to accelerate materials …

A machine learning framework for accelerating the development of highly efficient methanol synthesis catalysts

W Li, Y Dong, M Ran, S Lin, P Liu, H Song, J Yi… - Journal of Energy …, 2025 - Elsevier
Converting CO 2 with green hydrogen to methanol as a carbon-neutral liquid fuel is a
promising route for the long-term storage and distribution of intermittent renewable energy …

Synergistic high-entropy phosphides with phosphorus vacancies as robust bifunctional catalysts for efficient water splitting

Q Yuan, T Liu, D Ma, Y Liao, W Wang, H Meng… - Journal of Colloid and …, 2025 - Elsevier
High-entropy phosphides (HEPs) have garnered increasing interest as innovative
electrocatalysts for water splitting, highlighted by their distinctive catalytic activity, elemental …

Machine learning in electrocatalysis-living up to the hype?

ÁB Höskuldsson - Current Opinion in Electrochemistry, 2025 - Elsevier
The introduction of machine learning (ML) models in materials science is seen as a
paradigm shift in the field. These models enable the thorough exploration of vast material …

[HTML][HTML] Advanced theoretical modeling methodologies for electrocatalyst design in sustainable energy conversion

T Wang, Q Wu, Y Han, Z Guo, J Chen… - Applied Physics Reviews, 2025 - pubs.aip.org
Electrochemical reactions are pivotal for energy conversion and storage to achieve a carbon-
neutral and sustainable society, and optimal electrocatalysts are essential for their industrial …

[HTML][HTML] The essential synergy between experiments and theory in applied surface science

A Juan - Applied Surface Science Advances, 2024 - Elsevier
I want to begin this contribution by briefly relating a personal story to the reader. My basic
training during my PhD was in experimental catalysis, particularly in Ru-Mo bimetallics for …