Artificial Intelligence-Enabled Ingredient Substitution in Food Systems: A Review and Conceptual Framework for Sensory, Functional, Nutritional, and Cultural Optimization. [PDF]
Oz E, Oz F.
europepmc +1 more source
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
Dwell-photo nodes in classical garden tourism: a multimodal spatial analysis of Yipu. [PDF]
Zhang F, Wu Z, Zhou X.
europepmc +1 more source
Adult stem cell therapy requires more than high in vitro potency. This review proposes a systems framework in which cell‐intrinsic programs, instructive microenvironmental cues, and pre‐/post‐delivery engineering are co‐designed under standardized translational rules.
Soo‐Rim Kim +2 more
wiley +1 more source
Evaluation of IoT based smart safety systems for women and children using machine learning techniques. [PDF]
Wagh NR +5 more
europepmc +1 more source
A versatile framework integrates addressable electrothermal actuation and strain‐constraint mechanisms to construct programmable shape‐morphing soft matter systems. By combining an analytical inverse design strategy for high‐fidelity 3D surface reconstruction with deep learning‐based closed‐loop control, this approach enables zero‐energy shape locking,
Kai Liu +5 more
wiley +1 more source
Evidence, trust, and objectivity with generative AI: a qualitative interview study of pre-service science teachers' truth-assessment practices. [PDF]
Hu H, Yu S, Xu L.
europepmc +1 more source
Panorama of EC Industry 1990: over 165 sectors of manufacturing and service industries in focus [PDF]
core
An integrative single‐cell atlas across multiple metabolic diseases reveals coordinated metabolic modules and disease‐shared versus disease‐specific pathway activities. By systematically comparing scoring strategies, a robust RankAve framework is established. Coupled with network analysis and drug‐target prediction, this resource uncovers cross‐disease
Kuan Yang +10 more
wiley +1 more source
Quantitative evaluation of China's smart aging healthcare policy under the background of silver economy development: based on PMC model. [PDF]
Guan Y +6 more
europepmc +1 more source

