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
Bio-Based Polymers with Potential Antimicrobial Activity from Vanillin Methacrylate via ARGET-ATRP. [PDF]
Marelli E +5 more
europepmc +1 more source
Autonomous AI‐Driven Design for Skin Product Formulations
This review presents a comprehensive closed‐loop framework for autonomous skin product formulation design. By integrating artificial intelligence‐driven experiment selection with automated multi‐tiered assays, the approach shifts development from trial‐and‐error to intelligent optimisation.
Yu Zhang +5 more
wiley +1 more source
Membrane-Focused Strategies Against <i>Acinetobacter baumannii</i>: The Therapeutic Potential of Functional Copolymers. [PDF]
Cardoso Domingues B +3 more
europepmc +1 more source
Robot‐Assisted Measurement of the Critical Micelle Concentration
The study introduces (SIMO) smart integrator for manual operations, a robotic platform for precise, repeatable determination of (CMC) critical micelle concentration in surfactants. SIMO reduces standard deviation by 80% compared to manual methods. Surfactant, dye, and diluent selection, robotic protocols, and data handling are detailed.
Vincenzo Scamarcio +3 more
wiley +1 more source
Advances in electrospun nanofiber-based personal protective equipment for active filtration. [PDF]
Oliveira JS +4 more
europepmc +1 more source
ABSTRACT Introduction Chronic rhinosinusitis (CRS) is an inflammatory disease with many different contributing factors, including bacterial infection. CRS patients are typically managed with medical therapies; however, these treatments frequently fail, leaving surgery as the only viable option.
Sintayehu Ambachew +8 more
wiley +1 more source
Editorial: Biocompatible and Biodegradable Polymer Materials. [PDF]
Picos-Corrales LA +2 more
europepmc +1 more source
GS‐9620 alleviates psoriasis‐like inflammation by regulating autophagy in keratinocytes
Psoriasis is an immune‐mediated inflammatory disease of the skin characterized by excessive proliferation and abnormal differentiation of keratinocytes. GS‐9620 can increase the expression of ATG5, ATG7 and ATG16L1, thereby regulating the autophagy of keratinocytes and inhibiting the secretion of related inflammatory factors.
Yansi Lyu +8 more
wiley +1 more source
Structure-Property Relationships in Gamma-Irradiated Films Based on Gelatin/Modified Cassava Starch and Gelatin/Gluten Blends. [PDF]
Bertan LC +7 more
europepmc +1 more source

