Machine Learning for Green Solvents: Assessment, Selection and Substitution
Environmental regulations have intensified demand for green solvents, but discovery is limited by Solvent Selection Guides (SSGs) that quantify solvent sustainability. Training a machine learning model on GlaxoSmithKline SSG, a database of sustainability metrics for 10,189 solvents, GreenSolventDB is developed. Integrated with Hansen solubility metrics,
Rohan Datta +4 more
wiley +1 more source
Secondary School Teachers' Disorder-Specific Mental Health Literacy About Depression, Anxiety, Early Psychosis and Suicide Risk: A Scoping Review. [PDF]
Bowman S, McKinstry C, Howie L.
europepmc +1 more source
In this study, a multifunctional conductive sponge composite (MAPU) is developed using a biomimetic, hierarchical construction strategy emulating the growth process of natural wood. This approach involved integrating biomass‐derived graphitic nanoflakes, synthesized from luffa vine (LVGN), into a polyurethane (PU) sponge matrix.
Runmin Xu +9 more
wiley +1 more source
Investigating the Impact of AI-Supported Self-Coaching as a Professional Development Model for Embedded Instruction in Inclusive Early Childhood Settings. [PDF]
Balikci S.
europepmc +1 more source
A teacher training session will developed and delivered at an practitioner conference.
openaire +1 more source
Dual Bipolar Resistive Switching in Wafer‐Scalable 2D Perovskite Oxide Nanosheets‐Based Memristor
A wafer‐scalable memristor based on 2D Sr2Nb3O₁₀ perovskite oxide nanosheets exhibits dual bipolar resistive switching through controllable oxygen ion migration and redox reactions. This single device enables both STDP and anti‐STDP synaptic functions, achieving 86.4% MNIST accuracy in supervised spiking neural networks, offering a compact, energy ...
Sohwi Kim +11 more
wiley +1 more source
Digital competence for sustainable education of pre-service teachers: a systematic literature review (2014-2024). [PDF]
Zhang L, Yang C, Zheng Y.
europepmc +1 more source
This study constructed the first D‐amino acid antimicrobial peptide dataset and developed an AI model for efficient screening of substitution sites, with 80% of candidate peptides showing enhanced activity. The lead peptide dR2‐1 demonstrated potent antimicrobial activity in vitro and in vivo, high stability, and low toxicity.
Yinuo Zhao +14 more
wiley +1 more source
Survey and analysis of kindergarten teachers' knowledge, attitude, and practice (KAP) of unintentional injury prevention and first aid for children: A cross-sectional study in Mianyang, China. [PDF]
Zeng Z +5 more
europepmc +1 more source

