Polarization Dynamics in Ferroelectrics: Insights Enabled by Machine Learning Molecular Dynamics
Machine learning molecular dynamics is presented as a route to capture polarization switching, domain wall kinetics, topological polar textures, and polar mechanical coupling beyond the limits of conventional atomistic methods. This Perspective surveys recent progress and identifies key methodological directions, including long‐range electrostatics ...
Dongyu Bai +3 more
wiley +1 more source
An intelligent odor monitoring system integrates an IVC animal model, gas sensor array, real‐time resistance readout, and machine‐learning analysis to continuously monitor infection‐associated odor changes. The platform captures longitudinal sensor responses, distinguishes infected from healthy states, and supports early‐stage respiratory viral ...
Yajie Shen +17 more
wiley +1 more source
Traumatic Loss After the Sewol Ferry Disaster: Latent Profiles of Grief and Posttraumatic Stress Disorder and Their Links to Social Stress, Growth, and Quality of Life. [PDF]
Lee JS +5 more
europepmc +1 more source
A bioinspired strain‐adaptive ligament‐bone architecture achieves record‐high energy density of 26.1 J cm−3 and 90% efficiency at 600 MV m−1, coupled with a Young's modulus of 2.13 GPa. ABSTRACT Polymer dielectrics for capacitive energy storage face fundamental trade‐offs between breakdown strength, energy density, efficiency, and mechanical robustness.
Jian Wang +6 more
wiley +1 more source
Social support and adolescent normative behavior in the context of rule of law education: the mediating role of educational expectations among Chinese students. [PDF]
Guo B.
europepmc +1 more source
An exploratory psychometric network analysis of the college adaptation questionnaire in a sample of first year students. [PDF]
Pollet TV +4 more
europepmc +1 more source
Identifying Subgroups Among Current Smokers Enrolled in the Smoking Cessation Clinic Program: A Latent Class Analysis Approach. [PDF]
Jung MS +4 more
europepmc +1 more source
Lifestyle-based community exposure and self-rated health: a multilevel analysis of neighborhood disadvantage in Urban China. [PDF]
Xu J +6 more
europepmc +1 more source
Digital and offline social participation configurations and depressive symptoms and life satisfaction among older adults in China. [PDF]
Wei L, Tian Y, Chen H.
europepmc +1 more source

