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
Transition mechanism of an Inductive-resistive Superconducting Fault Current Limiter (IR-SFCL)
Pilar Suárez +3 more
openalex +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
A Lightweight Procedural Layer for Hybrid Experimental–Computational Workflows in Materials Science
We unveil a prototype hybrid‐workflow framework that fuses automatedcomputation with hands‐on experiments. Built atop pyiron, a lightweight, parameterized layer translates procedure descriptions into executable manual steps, syncing instrument settings, human interventions, and data capture in real‐time today.
Steffen Brinckmann +8 more
wiley +1 more source
Experiences of Stigma Among Parents With Intellectual Disability: A Systematic Review and Thematic Synthesis. [PDF]
McFarlane B +3 more
europepmc +1 more source
An improved fault current limiter for hybrid DC circuit breakers in large-scale MMC-HVDC systems
Rashid Hussain Chandio +3 more
openalex +2 more sources
REBCO superconductors by pulsed laser deposition: Key innovations and large-scale applications. [PDF]
Jetybayeva A +5 more
europepmc +1 more source
The LCC type DC grids forming method and fault ride-through strategy based on fault current limiters
Changlin Liu +4 more
openalex +1 more source
Advances in Iron-Based Superconductors and Transformational Insights into Electron-Differential Phonon Coupling. [PDF]
Liu WK, Li KC, Zhang Y, Wong CH.
europepmc +1 more source

