We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang +2 more
wiley +1 more source
Do softgel manufacturing or gastric conditions break down carrageenan into poligeenan? [PDF]
Jin SA, Fang Q, Sukuru K.
europepmc +1 more source
PASTA‐ELN: Simplifying Research Data Management for Experimental Materials Science
Research data management faces ongoing hurdles as many ELNs remain complex and restrictive. PASTA‐ELN offers an open‐source, cross‐platform solution that prioritizes simplicity, offline access, and user control. Its in tuitive folder structure, modular Python add‐ons, and open formats enable seamless documentation, FAIR data practices, and easy ...
S. Brinckmann, G. Winkens, R. Schwaiger
wiley +1 more source
Research on the Preparation of High Molecular Weight Natural Rubber and Its Structure-Property Relationship. [PDF]
Zhang X +7 more
europepmc +1 more source
Optimization of the Production of Rubber Compounds Using Mathematical Models
Rubber compounds were mixed in a batch internal mixer, and symbolic regression was used to derive mathematical models linking recipe and process parameters to ram path, torque, and mixing quality (incorporation, dispersion, distribution). Subsequent optimization with evolutionary algorithms identified operating conditions that reduce specific energy ...
Anke Bardehle +7 more
wiley +1 more source
Deep eutectic solvent-mediated extraction of collagen peptides from sturgeon skin: Molecular-weight control and mechanistic insights. [PDF]
Bai M +10 more
europepmc +1 more source
Comparative Physicochemical Characterization of Maltodextrins Derived from Starches of Red-, Purple-, and Light-Fleshed Potato Cultivars (<i>Solanum tuberosum</i> L.). [PDF]
Gumul D +6 more
europepmc +1 more source
Effects of "On-Water" on the Free Radical Polymerization of Methacrylates. [PDF]
Kambe Y, Matsuoka SI.
europepmc +1 more source
Preparation and Structural Characterization of Micron-Sized Natural Starch Microspheres via the Membrane Emulsification Method. [PDF]
Pan W +8 more
europepmc +1 more source
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Molecular Weight Distributions
1989Scientific study of the chemistry of small molecules is dominated by the law of constant composition and the axiom that all molecules of any pure compound have the same molecular weight; measurement of molecular weight (usually by mass spectrometry) is one of the standard starting points in structure determination in organic chemistry.
Andrea Munari, Piero Manaresi
+4 more sources

