Willingness to engage in nuclear or radiological emergency response among medical personnel at four university hospitals in Kyushu, Japan. [PDF]
Omarbek A +5 more
europepmc +1 more source
Physics‐Embedded Neural Network: A Novel Approach to Design Polymeric Materials
Traditional black‐box models for polymer mechanics rely solely on data and lack physical interpretability. This work presents a physics‐embedded neural network (PENN) that integrates constitutive equations into machine learning. The approach ensures reliable stress predictions, provides interpretable parameters, and enables performance‐driven, inverse ...
Siqi Zhan +8 more
wiley +1 more source
The effect of virtual reality based disaster training on disaster preparedness of nursing students: a randomized controlled study. [PDF]
Ertuğrul B, Uğurlu Z.
europepmc +1 more source
The unique lamellar structure of the eutectic alloy promotes selective oxidation of Al initially, while lattice distortion‐induced diffusion suppression slows oxide growth during steady state. Combining these strategies, a Multi‐Principal Element Alloy with excellent oxidation resistance at 1200℃ was designed.
Xinyu Zhang +6 more
wiley +1 more source
Evaluation of earthquake literacy levels of the active and future health workforce in Türkiye: a post-disaster analysis. [PDF]
Sözcü U, Türker A.
europepmc +1 more source
Breaking the Toughness‐Stretchability Trade‐Off in Hydrogels with Dynamic Hydrogen Bonding
A novel nanocomposite hydrogel architecture overcomes the inherent conflict between toughness and stretchability by integrating uniformly dispersed aminopropyl‐hybrid‐phyllosilicate nanosheets within a polyacrylamide matrix. This design leverages a dynamic hydrogen‐bonding network to facilitate efficient energy dissipation and self‐recovery.
Yining Gao +3 more
wiley +1 more source
The Long-Term Mental Health Impact of Disasters: A Systematic Review and Multilevel Meta-Analysis of Longitudinal Epidemiological Studies. [PDF]
Dückers MLA +5 more
europepmc +1 more source
A data‐driven strategy integrating quantum machine learning (QML) and high‐throughput computing overcomes hot‐cracking limitation to design a novel lightweight aluminum‐based entropy alloy for additive manufacturing. The fabrication transforms brittle intermetallics into deformable hierarchical nanostructures, yielding ultrastrong strength (>1 GPa) and
Enmao Wang +6 more
wiley +1 more source
Fundamentals of Care in a 1997 Azorean Disaster: A Multiple-Case Study. [PDF]
Pires EG +3 more
europepmc +1 more source

