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
Helping Patients With Persecutory Delusions Find Safety. [PDF]
Freeman D.
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
Exploring the relationships among weight stigma, weight bias internalisation, feeling fat, and self-esteem across preconception, pregnancy, and postpartum. [PDF]
Dever M +3 more
europepmc +1 more source
"I just feel alone and by myself": how adolescents experience loneliness when their parent has cancer. [PDF]
Mckeown L +3 more
europepmc +1 more source
Windows of Openness to Interaction: Towards Constructive Transdisciplinary Environmental Research and Management. [PDF]
Nijland HJ, van Heel BF, Aarts N.
europepmc +1 more source
Experiences of Adults With Type 1 Diabetes Using Digital Health Technology for Diabetes Self-Care: Qualitative Study. [PDF]
Stephen DA +3 more
europepmc +1 more source
Factors associated with pneumococcal vaccine hesitancy and interventions to improve vaccine uptake in older adults: A narrative review using an established conceptual framework. [PDF]
Machida M.
europepmc +1 more source
Why People Conceal Mental Health Problems: Qualitative Analysis of TikTok Posts. [PDF]
Roske C +6 more
europepmc +1 more source
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