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Machine learning for alloys
Alloy modelling has a history of machine-learning-like approaches, preceding the tide of
data-science-inspired work. The dawn of computational databases has made the integration …
data-science-inspired work. The dawn of computational databases has made the integration …
Advancements in cathode catalyst and cathode layer design for proton exchange membrane fuel cells
Proton exchange membrane fuel cells have been recently developed at an increasing pace
as clean energy conversion devices for stationary and transport sector applications. High …
as clean energy conversion devices for stationary and transport sector applications. High …
High-entropy alloy nanocrystal assembled by nanosheets with d–d electron interaction for hydrogen evolution reaction
M Wei, Y Sun, J Zhang, F Ai, S **… - Energy & Environmental …, 2023 - pubs.rsc.org
The development of efficient catalysts with superior performance for water splitting into
hydrogen is urgently required in the catalysis community. Herein, for the first time, we report …
hydrogen is urgently required in the catalysis community. Herein, for the first time, we report …
Strain engineering in electrocatalysts: fundamentals, progress, and perspectives
X Yang, Y Wang, X Tong, N Yang - Advanced Energy Materials, 2022 - Wiley Online Library
Strain engineering of nanomaterials, namely, designing, tuning, or controlling surface strains
of nanomaterials is an effective strategy to achieve outstanding performance in different …
of nanomaterials is an effective strategy to achieve outstanding performance in different …
Constructing Bipolar Dual‐Active Sites through High‐Entropy‐Induced Electric Dipole Transition for Decoupling Oxygen Redox
It remains a significant challenge to construct active sites to break the trade‐off between
oxidation and reduction processes occurring in battery cathodes with conversion …
oxidation and reduction processes occurring in battery cathodes with conversion …
Engineering bunched Pt-Ni alloy nanocages for efficient oxygen reduction in practical fuel cells
Development of efficient and robust electrocatalysts is critical for practical fuel cells. We
report one-dimensional bunched platinum-nickel (Pt-Ni) alloy nanocages with a Pt-skin …
report one-dimensional bunched platinum-nickel (Pt-Ni) alloy nanocages with a Pt-skin …
Current progress of Pt and Pt-based electrocatalysts used for fuel cells
Due to the growing demand for energy and impending environmental issues, fuel cells have
attracted significant attention as an alternative to conventional energy technologies. As cost …
attracted significant attention as an alternative to conventional energy technologies. As cost …
Nanoscale structure design for high‐performance Pt‐based ORR catalysts
Proton‐exchange‐membrane fuel cells (PEMFCs) are of considerable interest for direct
chemical‐to‐electrical energy conversion and may represent an ultimate solution for mobile …
chemical‐to‐electrical energy conversion and may represent an ultimate solution for mobile …
Phase segregation reversibility in mixed-metal hydroxide water oxidation catalysts
Achieving stable, low-cost electrocatalysts represents a daunting challenge towards
practical water oxidation reactions. Here, we report that a degraded electrocatalyst can be …
practical water oxidation reactions. Here, we report that a degraded electrocatalyst can be …
Rational design of heteroatom-doped Fe–N–C single-atom catalysts for oxygen reduction reaction via simple descriptor
J Liu, J Zhu, H Xu, D Cheng - ACS Catalysis, 2024 - ACS Publications
The coordination engineering of Fe–N–C single-atom catalysts (SACs) through introducing
heteroatom dopants has attracted widespread attention in the oxygen reduction reaction …
heteroatom dopants has attracted widespread attention in the oxygen reduction reaction …