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
Transformer-Type Architecture for Predicting Physicochemical Properties of Cosmetic Emulsions. [PDF]
Solarte S +3 more
europepmc +1 more source
Materials informatics and autonomous experimentation are transforming the discovery of organic molecular crystals. This review presents an integrated molecule–crystal–function–optimization workflow combining machine learning, crystal structure prediction, and Bayesian optimization with robotic platforms.
Takuya Taniguchi +2 more
wiley +1 more source
Effects and mechanisms of ultrasonic-assisted emulsification on the properties of rennet casein emulsions under low salt conditions. [PDF]
Luo J +10 more
europepmc +1 more source
SnRNA‐seq reveals cellular heterogeneity and proliferation mechanisms in limb venous malformations
To dissect the cellular heterogeneity and invasive mechanisms of limb venous malformations (VMs), this study first obtained tissue samples from four patients with VMs and four normal controls (NC). Single‐nucleus suspension was prepared, followed by transcriptome library construction and sequencing. After pretreatment, quality control, standardization,
Junjie Lin +13 more
wiley +1 more source
Measuring antioxidant capacity directly in emulsions: A new paper-based FRAP assay and comparison with its DPPH counterpart<sup>✰</sup>. [PDF]
Tsotsou GE, Petraki G, Chourda F.
europepmc +1 more source
Bowl‐shaped Janus nanomotors with platinum, iron oxide, and polypyrrole integrate catalytic, magnetic, and electric propulsion for targeted drug delivery. They demonstrate controlled, directional motion under varying pH and hydrogen peroxide conditions, with optimal performance in neutral media.
Kimia Tavakoli Dehaghi +3 more
wiley +1 more source
Utilization of tea polyphenol and cellulose to improve water-soluble porcine liver protein based high internal phase Pickering emulsions stability: interfacial stability and oxidation inhibition. [PDF]
Guan Y +9 more
europepmc +1 more source
Biosynthesis and Genetic Tuning of Guanine Crystals via Metabolic Engineering of Yeast
We demonstrate how yeast cells can be harnessed as cellular factories for the synthesis of optically functional guanine crystals, where genetic editing is used to tune crystal size, order and optical properties. This demonstrates a powerful new biosynthetic approach for the development of sustainable and biocompatible optical pigments, which utilizes ...
Jerome N. Janssen +11 more
wiley +1 more source
Formation and Stability of Pickering Emulsion Stabilized by Self-Aggregated Chitosan Particles near the pK<sub>a</sub>. [PDF]
Zhai X +6 more
europepmc +1 more source

