Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion
This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia +1 more
wiley +1 more source
Structure and Function of a Multi‐Megadalton Virus‐Like Proteolytic Dodecahedron
Zuzalysin, a virulence metallopeptidase of the periodontal pathogen Porphyromonas gingivalis, is secreted as a latent, flexible ≈95‐kDa monomer. Calcium triggers cysteine‐switch activation and hierarchical assembly into pentamers, bipentamers, tripentamers, and a ≈5.6‐MDa, ≈355‐Å dodecahedron. Structures at 1.8–3.6 Å reveal a virus‐sized catalytic cage
Mariusz Madej +20 more
wiley +2 more sources
Site‐specific self‐assembly of alkyl thiols on Au/TiO2 enables precise modulation of interfacial electron distribution and the local microenvironment through covalent Au‐thiolate interactions. This site‐specific molecular engineering synergistically promotes surface kinetics and charge separation, suppressing ·O2−‐driven overoxidation and thereby ...
Yaru Shao +11 more
wiley +2 more sources
Microwave-driven CO<sub>2</sub> desorption and methanation on a SiC-supported cobalt catalyst mixed with sorbents and susceptors. [PDF]
Muñiz Aguirre M +3 more
europepmc +1 more source
1,2‐Bis(boronate) Arenes by Borylation Directed Borylation
Boron electrophiles derived from tetrabromo‐pyrazaboles and AlCl3 affect the regioselective vicinal double C–H borylation of a range of arenes and polycyclic aromatic hydrocarbons (PAHs). A subsequent pinacol installation step then affords the vicinal bis‐boronate ester‐substituted arene/PAH.
Anna V. Schellbach +4 more
wiley +2 more sources
CO and CO<sub>2</sub> Hydrogenation over CeO<sub>2</sub> and CeO<sub>2</sub>-Based Composite Catalysts: Defect Chemistry, Interfacial Sites and Selectivity Control. [PDF]
Tian G.
europepmc +1 more source
Catalytic Hydrogenation of CO<sub>2</sub> to Alternative Fuels: A Review of Methanation and Related Pathways. [PDF]
Nejranowska K +2 more
europepmc +1 more source
Synergistic Ru-Fe-Ca interfaces enable low-temperature CO<sub>2</sub> methanation over γ-Al<sub>2</sub>O<sub>3</sub>-supported nanocomposites. [PDF]
Iqbal MMA +4 more
europepmc +1 more source
Defect engineered Co/NiO-MgO catalysts for efficient CO<sub>2</sub> methanation. [PDF]
Shinde A, Sreedhar I, Singh SA.
europepmc +1 more source

