Memristors based on trimethylsulfonium (phenanthroline)tetraiodobismuthate have been utilised as a nonlinear node in a delayed feedback reservoir. This system allowed an efficient classification of acoustic signals, namely differentiation of vocalisation of the brushtail possum (Trichosurus vulpecula).
Ewelina Cechosz +4 more
wiley +1 more source
Encapsulating volatiles by spray drying: The choice of dextrose equivalent influences d-limonene retention via skin formation and particle morphology. [PDF]
Jauhari AKP +4 more
europepmc +1 more source
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
Light-driven toluene ammoxidation via mixture photocatalyst of halide perovskite Cs<sub>3</sub>Bi<sub>2</sub>Br<sub>9</sub> and TiO<sub>2</sub>. [PDF]
Xia T +4 more
europepmc +1 more source
A machine learning‐guided self‐driving laboratory screened over 500 nickel‐based layered double‐hydroxide catalysts for alkaline oxygen evolution. Out of the eight metals, the robot uncovered a quaternary Ni–Fe–Cr–Co catalysts requiring only 231 mV overpotential to reach 20 mA cm−2.
Nis Fisker‐Bødker +3 more
wiley +1 more source
Ruthenium Speciation during Acidification of Alkaline Solution. [PDF]
Leblanc M +5 more
europepmc +1 more source
Harnessing Machine Learning to Understand and Design Disordered Solids
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley +1 more source
Mechanistic and electrochemical investigation of solar light driven organic pollutant degradation using SrFe<sub>12</sub>O<sub>19</sub>/NiO Z-scheme heterojunctions. [PDF]
Pattanaik R +3 more
europepmc +1 more source
Forestalled phase separation as the precursor to stripe order. [PDF]
Sinha A, Wietek A.
europepmc +1 more source
Photolytic oxidation of ammonium chloride as a source of Cl<sub>2</sub> in the atmosphere. [PDF]
Li S +14 more
europepmc +1 more source

