Structural evolution and catalytic mechanisms of perovskite oxides in electrocatalysis

JW Zhao, Y Li, D Luan, XW Lou - Science Advances, 2024 - science.org
Electrocatalysis plays a pivotal role in driving the progress of modern technologies and
industrial processes such as energy conversion and emission reduction. Perovskite oxides …

Contact-electro-catalysis (CEC)

Z Wang, X Dong, W Tang, ZL Wang - Chemical Society Reviews, 2024 - pubs.rsc.org
Contact-electro-catalysis (CEC) is an emerging field that utilizes electron transfer occurring
at the liquid–solid and even liquid–liquid interfaces because of the contact-electrification …

Active learning streamlines development of high performance catalysts for higher alcohol synthesis

M Suvarna, T Zou, SH Chong, Y Ge, AJ Martín… - Nature …, 2024 - nature.com
Develo** efficient catalysts for syngas-based higher alcohol synthesis (HAS) remains a
formidable research challenge. The chain growth and CO insertion requirements demand …

Artificial Intelligence for Retrosynthetic Planning Needs Both Data and Expert Knowledge

F Strieth-Kalthoff, S Szymkuc, K Molga… - Journal of the …, 2024 - ACS Publications
Rapid advancements in artificial intelligence (AI) have enabled breakthroughs across many
scientific disciplines. In organic chemistry, the challenge of planning complex multistep …

Collective Effect in a Multicomponent Ensemble Combining Single Atoms and Nanoparticles for Efficient and Durable Oxygen Reduction

X Xu, X Li, W Lu, X Sun, H Huang, X Cui… - Angewandte Chemie …, 2024 - Wiley Online Library
Metal single‐atom catalysts represent one of the most promising non‐noble metal catalysts
for the oxygen reduction reaction (ORR). However, they still suffer from insufficient activity …

Beyond conventional structures: emerging complex metal oxides for efficient oxygen and hydrogen electrocatalysis

Y Zhu, Z Tang, L Yuan, B Li, Z Shao… - Chemical Society Reviews, 2025 - pubs.rsc.org
The core of clean energy technologies such as fuel cells, water electrolyzers, and metal–air
batteries depends on a series of oxygen and hydrogen-based electrocatalysis reactions …

Computational design of energy‐related materials: From first‐principles calculations to machine learning

H Xue, G Cheng, WJ Yin - Wiley Interdisciplinary Reviews …, 2024 - Wiley Online Library
Energy‐related materials are crucial for advancing energy technologies, improving
efficiency, reducing environmental impacts, and supporting sustainable development …

Rational Design of Earth‐Abundant Catalysts toward Sustainability

J Guo, Y Haghshenas, Y Jiao, P Kumar… - Advanced …, 2024 - Wiley Online Library
Catalysis is crucial for clean energy, green chemistry, and environmental remediation, but
traditional methods rely on expensive and scarce precious metals. This review addresses …

Embracing data science in catalysis research

M Suvarna, J Pérez-Ramírez - Nature Catalysis, 2024 - nature.com
Accelerating catalyst discovery and development is of paramount importance in addressing
the global energy, sustainability and healthcare demands. The past decade has witnessed …

Accelerating the Discovery of Efficient High-Entropy Alloy Electrocatalysts: High-Throughput Experimentation and Data-Driven Strategies

X Shan, Y Pan, F Cai, H Gao, J Xu, D Liu, Q Zhu… - Nano Letters, 2024 - ACS Publications
High-entropy alloys (HEAs) present both significant potential and challenges for develo**
efficient electrocatalysts due to their diverse combinations and compositions. Here, we …