From Mechanisms to Application: A Case-Based Review of <i>Paulownia</i>-Derived Biochar in Turfgrass Systems. [PDF]
Koprivica M +4 more
europepmc +1 more source
Abstract Thermophilic anaerobic digestion (AD) is an attractive process due to its higher biogas yield compared to mesophilic digestion. To mitigate its higher heating demand and potential process instability, a dual‐layer control architecture comprising a decision‐making layer and an adaptive model predictive control (MPC) system is proposed.
Ali Moradvandi +3 more
wiley +1 more source
Biochar-mediated uptake of secondary- and micro-nutrients in crops: a meta-analysis. [PDF]
Yuan M +7 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
Rethinking chemical clusters: Greenfield and brownfield transition to net-zero by 2050. [PDF]
Tiggeloven JL +3 more
europepmc +1 more source
A machine learning framework simultaneously predicts four critical properties of monomers for emulsion polymerization: propagation rate constant, reactivity ratios, glass transition temperature, and water solubility. These tools can be used to systematically identify viable bio‐based monomer pairs as replacements for conventional formulations, with ...
Kiarash Farajzadehahary +1 more
wiley +1 more source
A catalyst-aware explainable machine learning framework for biodiesel yield prediction over metal-doped biochar and activated carbon catalysts. [PDF]
Ebrahim M +4 more
europepmc +1 more source
How can additive manufacturing enable components that sense, adapt, heal, and power themselves? This review synthesizes recent advances in smart functionalities, manufacturing technologies, and intelligent design strategies, revealing a pathway toward fully integrated, autonomous, and multifunctional systems across diverse engineering sectors. Additive
Aiswarya Rony +3 more
wiley +1 more source
A controlled library of virgin polypropylene, one post‐industrial recycled grade, and recycled/virgin blends after accelerated weathering is combined with multimodal learning. Sequential analysis identifies X‐ray diffraction combined with Raman peak and spectral representations as a useful core for estimating Charpy impact strength within this library.
Kazuki Hammura +3 more
wiley +1 more source
Biomass-to-Methanol, Waste-to-Methanol, or PtX?─Quantifying the Sustainability of Alternative Methanol Production Pathways Using Life Cycle Assessment, Techno-Economic Analysis, and Multi-Criteria Decision Analysis. [PDF]
Voss R +6 more
europepmc +1 more source

