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
Occupational ergonomic research and contextual design execution of a new workstation to reduce work-related musculoskeletal disorders (WRMSDs) among Dhokra handicraft artisans: an unorganized sector of India. [PDF]
Sahu A, Pandit S.
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
Scorpion (Hottentotta tamulus) venom pre-exposure delays functional recovery in mice following peripheral nerve injury. [PDF]
Khan A +5 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
Evaluation of Major Physical and Mechanical Properties of Trembling Aspen Lumber. [PDF]
Wang D, Zhang M, Gong M, Chui YH.
europepmc +1 more source
Sustainable Development Advantages of Cross-Laminated Timber (CLT) and Cross-Laminated Bamboo and Timber (CLBT). [PDF]
Li J, Zhao K.
europepmc +1 more source
Predictive value of osteopenia as prognostic marker for survival and recurrence in patients with gastrointestinal cancers: a systematic review and meta-analysis. [PDF]
Zou X, Wang Y.
europepmc +1 more source
A Prospective Observational Study on Role of Intraoperative Renal & Muscle Oxygen Saturation on Post-operative Serum Creatinine Level in Patients Undergoing Cardiac Surgery on Cardiopulmonary Bypass. [PDF]
Banerjee B +4 more
europepmc +1 more source

