Machine Learning for Electrocatalyst and Photocatalyst Design and Discovery

Chemical Reviews, Год журнала: 2022, Номер 122(16), С. 13478 - 13515

Опубликована: Июль 21, 2022

Electrocatalysts and photocatalysts are key to a sustainable future, generating clean fuels, reducing the impact of global warming, providing solutions environmental pollution. Improved processes for catalyst design better understanding electro/photocatalytic essential improving effectiveness. Recent advances in data science artificial intelligence have great potential accelerate electrocatalysis photocatalysis research, particularly rapid exploration large materials chemistry spaces through machine learning. Here comprehensive introduction to, critical review of, learning techniques used research provided. Sources electro/photocatalyst current approaches representing these by mathematical features described, most commonly methods summarized, quality utility models evaluated. Illustrations how applied novel discovery elucidate electrocatalytic or photocatalytic reaction mechanisms The offers guide scientists on selection research. application catalysis represents paradigm shift way advanced, next-generation catalysts will be designed synthesized.

Язык: Английский

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Covalent organic frameworks towards photocatalytic applications: Design principles, achievements, and opportunities

Coordination Chemistry Reviews, Год журнала: 2022, Номер 475, С. 214882 - 214882

Опубликована: Окт. 14, 2022

Язык: Английский

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Research progresses on the application of perovskite in adsorption and photocatalytic removal of water pollutants

Journal of Hazardous Materials, Год журнала: 2022, Номер 442, С. 130024 - 130024

Опубликована: Сен. 19, 2022

Язык: Английский

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Recent advances in semiconductor heterojunctions: a detailed review of the fundamentals of photocatalysis, charge transfer mechanism and materials

RSC Applied Interfaces, Год журнала: 2023, Номер 1(1), С. 43 - 69

Опубликована: Сен. 27, 2023

Semiconductor heterojunctions are pivotal in determining the overall photocatalytic efficiency. This review explores recent advances diverse heterojunction types, charge transfer mechanisms and materials.

Язык: Английский

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Constructing fast charge separation of ZnIn2S4 @CuCo2S4 p-n heterojunction for efficient photocatalytic hydrogen energy recovery from quinolone antibiotic wastewater

Applied Catalysis B Environment and Energy, Год журнала: 2023, Номер 341, С. 123284 - 123284

Опубликована: Сен. 9, 2023

Язык: Английский

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Metal halide perovskite materials in photocatalysis: Design strategies and applications

Coordination Chemistry Reviews, Год журнала: 2023, Номер 481, С. 215031 - 215031

Опубликована: Фев. 13, 2023

Язык: Английский

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Enhance the stability of oxygen vacancies in SrTiO3 via metallic Ag modification for efficient and durable photocatalytic NO abatement

Journal of Hazardous Materials, Год журнала: 2023, Номер 452, С. 131269 - 131269

Опубликована: Март 24, 2023

Язык: Английский

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A critical review on layered double hydroxide (LDH)-derived functional nanomaterials as potential and sustainable photocatalysts

Sustainable Energy & Fuels, Год журнала: 2023, Номер 7(5), С. 1145 - 1186

Опубликована: Янв. 1, 2023

LDH derived heterostructure towards different photocatalytic application.

Язык: Английский

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Silver doped barium titanate nanoparticles for enhanced visible light photocatalytic degradation of dyes

Environmental Pollution, Год журнала: 2024, Номер 344, С. 123430 - 123430

Опубликована: Янв. 26, 2024

Язык: Английский

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Nanocatalysts for modulating antitumor immunity: fabrication, mechanisms and applications

Chemical Society Reviews, Год журнала: 2024, Номер 53(5), С. 2643 - 2692

Опубликована: Янв. 1, 2024

This review discusses the structures and engineering strategies of nanocatalysts, highlighting their underlying mechanisms applications in cancer immunotherapy.

Язык: Английский

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