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
Oxytetracycline on the Wetland Macrophyte <i>Bidens laevis</i> L. Seedlings: Uptake, Bioaccumulation, Translocation and Biochemical Stress Responses. [PDF]
Truchet DM +6 more
europepmc +1 more source
The burden quantitative trait locus (bQTL) analysis integrates epidemiological data from GBD study with genotype of 2 621 978 SNPs from 2414 individuals in 1000 Genomes Project across 20 countries. rs7633471 shows the strongest effect that each increase in centi‐allele frequency of the allele C associated with 10.00 decrease of age‐standardized ...
Chen Sun +27 more
wiley +1 more source
Exploratory site survey of Ni availability and accumulation in <i>Odontarrhena serpyllifolia</i> across the Bragança massif (Portugal). [PDF]
Alves ARA, da Silva EF, Novo LAB.
europepmc +1 more source
This review comprehensively summarizes the atomic defects in TMDs for their applications in sustainable energy storage devices, along with the latest progress in ML methodologies for high‐throughput TEM data analysis, offering insights on how ML‐empowered microscopy facilitates bridging structure–property correlation and inspires knowledge for precise ...
Zheng Luo +6 more
wiley +1 more source
Combined transcriptomics and metabolomics analysis reveals the molecular responses of heat tolerance during germination stage in sesame. [PDF]
Zeng P +5 more
europepmc +1 more source
Underground Signals: The Ecological Power of Root Volatiles
Root volatiles mediate rhizosphere chemical communication, shaping interactions among plants, microbes, herbivores, and natural enemies. Their production, transport, and perception underpin ecological adaptation, multitrophic interactions, and plant resilience, offering opportunities for sustainable crop protection, resilient agroecosystems, and ...
Xueyao Cao +31 more
wiley +1 more source
Efficient in-vitro regeneration and transformation for CRISPR/Cas9-mediated genome editing of phytoene desaturase (PDS) gene in pea (Pisum sativum L.). [PDF]
Singh H +7 more
europepmc +1 more source
ML Workflows for Screening Degradation‐Relevant Properties of Forever Chemicals
The environmental persistence of per‐ and polyfluoroalkyl substances (PFAS) necessitates efficient remediation strategies. This study presents physics‐informed machine learning workflows that accurately predict critical degradation properties, including bond dissociation energies and polarizability.
Pranoy Ray +3 more
wiley +1 more source
Physiological and Biochemical Responses of <i>Nitraria tangutorum</i> to Long-Term Saline Irrigation in an Arid Coal-Mining Restoration Area. [PDF]
Waheed A +7 more
europepmc +1 more source

