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
Multi-Agent collaboration as a complementary architecture for AI-generated medical examination items. [PDF]
Jiang Z.
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
Advanced Polymeric Composites for Self-healing Structural Materials.
GUADAGNO, Liberata +5 more
core
Prevalence of Anemia and Its Associated Factors Among 6-59-Month-Old Children in Ayder Comprehensive Specialized Referral Hospital, Northern Ethiopia. [PDF]
Gebrehiwot TH +2 more
europepmc +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
Pediatric Tuberculosis Outside a Specialized TB Center: Clinical Presentation, Diagnostic Pathways, and Factors Associated with Microbiological Confirmation in a Romanian Tertiary Hospital. [PDF]
Ulmeanu AI +3 more
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
Equity in Neurotoxicity Care in the Era of Cancer Immunotherapy. [PDF]
Pereira RM, Budhu JA.
europepmc +1 more source
Silent refractoriness in epilepsy care: cross-sectoral analysis of prescribing patterns, referrals and workforce capacity in Saxony. [PDF]
Mayer T +9 more
europepmc +1 more source

