What Do Large Language Models Know About Materials?
Advanced Engineering Materials, Volume 28, Issue 20, 21 October 2026.If large language models (LLMs) are to be used inside the material discovery and engineering process, they must be benchmarked for the accurateness of intrinsic material knowledge. The current work introduces 1) a reasoning process through the processing–structure–property–performance chain and 2) a tool for benchmarking knowledge of LLMs concerning ...
Adrian Ehrenhofer +2 more
wiley +1 more source
Triazenyl Furans as Diels-Alder Dienes. [PDF]
J Am Chem SocBudwitz JE +3 more
europepmc +1 more source
Optimization of the Production of Rubber Compounds Using Mathematical Models
Advanced Engineering Materials, Volume 28, Issue 20, 21 October 2026.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
Breath Isoprene Sensor Based on Quartz-Enhanced Photoacoustic Spectroscopy. [PDF]
Sensors (Basel)Abou Naoum F +11 more
europepmc +1 more source
New AI‐Assisted Approach for Expanding the Solution Space: Application to Lattice Structure Design
Advanced Engineering Materials, Volume 28, Issue 20, 21 October 2026.This work introduces an innovative framework for designing structured materials by ex panding the design space through reparameterization of qualitative variables into continuous structural descriptors. Combined with machine‐learning‐based prediction and multi‐objective optimization, the approach enables the discovery of novel lattice architectures ...
G. H. Gahimbare +5 more
wiley +1 more source
Aerosol Uptake Coefficients of Isoprene Epoxides: Determination and Parameter Estimation from Online Field Measurements of Organic Molecular Markers. [PDF]
Environ Sci TechnolZhu S +13 more
europepmc +1 more source
Rheological Properties of Carboxymethyl Cellulose Solutions and Gels: An Overview
Journal of Applied Polymer Science, Volume 143, Issue 40, October 20, 2026.The rheology of carboxymethyl cellulose is determined by the balance between electrostatic interactions, chain entanglements and association of unsubstituted cellulose‐like domains. The degree of substitution, substitution pattern, added salt concentration and pH determine whether solutions behave as viscoelastic liquids or weak gels.
Carlos G. Lopez
wiley +1 more source
Iron-catalyzed three-component 1,2-azidoalkylation of conjugated dienes <i>via</i> activation of aliphatic C-H bonds. [PDF]
Chem SciDai ZY, Lin C, Hu DB, Schomaker JM.
europepmc +1 more source
Journal of Applied Polymer Science, Volume 143, Issue 40, October 20, 2026.This article investigates the use of ground rubber as a sustainable filler for rubber compounds. Such compounds were analyzed with the unique hyphenated Rheo‐NMR setup. This setup is used to quantify the effect on the rheological behavior as an emulsion‐like blend as well as on the further vulcanization of the ground rubber particles due to sulfur ...
Tim Schülein +5 more
wiley +1 more source
Methylthiohexa-1,3-Diene: Anionic Polymerization of a Diene with Thioether Moiety Enables Post-Polymerization Modification and Antimicrobial Materials. [PDF]
Angew Chem Int Ed EnglRauschenbach M, Bros M, Frey H.
europepmc +1 more source