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
Experimental investigation of tunnel fire spread under moving fire source conditions. [PDF]
Wang T +5 more
europepmc +1 more source
Chat computational fluid dynamics (CFD) introduces an large language model (LLM)‐driven agent that automates OpenFOAM simulations end‐to‐end, attaining 82.1% execution success and 68.12% physical fidelity across 315 benchmarks—far surpassing prior systems.
E Fan +8 more
wiley +1 more source
Physics-encoded machine learning for performance and emission prediction of nickel ferrite nanocatalyst and hydrogen-enriched biodiesel in diesel engines. [PDF]
Van Minh N +7 more
europepmc +1 more source
It is a fact that slippage causes tracking errors in both longitudinal and lateral directions which results to have less travel distance in tracking a reference trajectory. Less travel distance means having energy loss of the battery and carrying loads less than planned.
Gokhan Bayar +2 more
wiley +1 more source
Natural Gas-Derived Synthetic Fuels: A Comprehensive Review of Pathways for Carbon Offset and Sustainability. [PDF]
Katbeh T +6 more
europepmc +1 more source
Integrated Assessment of Lipid Oxidation and Off‐Flavor Formation in Plant Protein Powders
Impact of residual lipids on oxylipin and off‐flavor formation in commercial plant proteins: A detailed analysis of precursor‐product relationships by GC‐FID, LC‐MS/MS, and GC‐MS. ABSTRACT The widespread adoption of plant proteins is hindered by their inherent off‐flavors, often linked to lipid oxidation products.
Fernanda Furlan Goncalves Dias +3 more
wiley +1 more source
Simplification of Low-Cycle Creep-Fatigue Load Spectrum of Combustion Chamber and Life Assessment for Feature Simulation Specimens. [PDF]
Cheng D +5 more
europepmc +1 more source
A Fast Method for Selecting Bio Sourced Materials of Interest in a Candle Formulation
ABSTRACT As consumer demand shifts towards more sustainable and nontoxic alternatives, the candle industry is exploring unconventional bio‐based and recycled materials as substitutes for paraffin. Four raw materials, that is rice bran wax (RBW), sugarcane wax (SCW), hydrogenated rapeseed oil (HRO), and waste cooking oil (WCO) were assessed based on ...
Salma Daoufa +4 more
wiley +1 more source
Preparation of Highly Active Mg-Al-Li-B Alloys via High-Temperature Sintering. [PDF]
Wang Y +7 more
europepmc +1 more source

