Building machine‐readable vocabularies for materials science is slow, expert‐driven work. This study benchmarks 13 large language models on two of its first steps: finding candidate terms in engineering articles and deciding where they belong in a class hierarchy.
Thomas Bjarsch +3 more
wiley +1 more source
Genetic Code Expansion Enables Oriented, Site-Specific Conjugation of DARPins to Lipid Nanoparticles for Selective mRNA Delivery to CD8<sup>+</sup> T Cells. [PDF]
Dakhnevich A +11 more
europepmc +1 more source
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
StayRose: A photostable StayGold derivative redshifted by genetic code expansion. [PDF]
Scott W +13 more
europepmc +1 more source
The PRIMA Thesaurus for Materials Science and Engineering
The PRIMA Thesaurus is a structured vocabulary designed to improve how materials science data is described and shared. Developed with input from multiple experts, it enables clear documentation of research workflows, data exchange, and reuse across platforms.
Rossella Aversa +8 more
wiley +1 more source
Hijacking a bacterial ABC transporter for genetic code expansion. [PDF]
Iype T +6 more
europepmc +1 more source
Rational design of the genetic code expansion toolkit for in vivo encoding of D-amino acids. [PDF]
Jiang HK +8 more
europepmc +1 more source
Current Status and Challenges in Data Collection for Aerospace Coatings Deposited by Plasma Spraying
An innovative approach has been integrated into the GRENAT project to optimize plasma spraying and coating performance. Raw materials are accelerated and melted in the plasma generated by torches, creating coatings. Monitoring sensors collect process data which are combined with ex situ characterization data.
Lila Randriamananjara +8 more
wiley +1 more source
Genetic Code Expansion for Protein Activity Control and Protein Conjugation
Expanding the genetic code by unnatural amino acid (UAA) incorporation allows for control of protein structure and function in cells and animals. Genetic incorporations of several UAAs, including dithiolane lysine, azidoethyl and azidomethyl lysine ...
Liu, Jihe
core
Covalent capture and genetic code expansion enables chemoproteomic profiling and functional characterization of lysine acetoacetylation. [PDF]
Song X, Lu Y, Guo X, Zheng Y, Huang H.
europepmc +1 more source

