Advanced Science, EarlyView.By overcoming the fixed‐path limitations of conventional machine learning, a heterogeneous graph neural network fundamentally reconstructs material data representation. Integrating variable processing sequences with intrinsic elemental features, this framework enables exploratory optimization across high‐dimensional spaces.
Jie Yin +12 more
wiley +1 more source
Broadening Hard‐Magnet Discovery Beyond Symmetry Constraints via Unified Effective Anisotropy
Advanced Science, EarlyView.A unified effective‐anisotropy descriptor (Keff) extends hard‐magnet screening across all seven crystal systems, beyond the uniaxial restriction of conventional searches. Machine‐learning screening of 9320 known ferromagnets and diffusion‐model generation together yield 38 rare‐earth‐free or ‐lean candidates with DFT‐validated magnetic hardness (κ > 1),
Hojae Kim +5 more
wiley +1 more source
AD-REAL: A Prospective, Multinational, Observational Cohort Study of Clinical Effectiveness and Treatment Discontinuation of Oral Systemics for Moderate-to-Severe Atopic Dermatitis. [PDF]
Dermatol Ther (Heidelb)Augustin M +10 more
europepmc +1 more source
Early Retinal UCHL1 Dysregulation Coupled With Synaptic Loss Reflects Alzheimer's Disease Severity
Advanced Science, EarlyView.This study identifies synapse‐enriched deubiquitinase UCHL1 as an early Aβ‐responsive regulator of retinal synaptopathy in Alzheimer's disease. Retinal UCHL1 loss accompanies excitatory synapse degeneration, p75NTR activation, and neuroinflammation, and predicts Braak stage and cognitive decline. Aβ42 fibrils trigger synaptic and UCHL1 depletion before
Altan Rentsendorj +25 more
wiley +1 more source
Organizational culture and turnover intention among Generation Z in Korea: Associations with job satisfaction and organizational commitment. [PDF]
Front PsycholNam Y, Kim N, Kim G, Hong S.
europepmc +1 more source
Harnessing Phase Separation for the Development of High‐Performance Hydrogels
Advanced Science, EarlyView.ABSTRACT Hydrogels are indispensable for the development of next‐generation bioelectronics, soft robotics, and biomedical devices, where their mechanical properties determine performance and reliability. Among strategies to enhance hydrogel mechanics, phase separation enables controlled heterogeneity resulting in gel networks that are reinforced by ...
Yue Shao +3 more
wiley +1 more source
Knowledge, attitudes, and practices toward African swine fever among commercial pig farm producers in Takeo and Kampong Speu provinces, Cambodia. [PDF]
Front Vet SciChea B +4 more
europepmc +1 more source
Polysiloxane‐Based Single‐Ion Conducting Polymer Electrolyte for Sodium Batteries
Advanced Science, EarlyView.We report a polysiloxane‐based single‐ion conducting polymer electrolyte for sodium batteries. This polymer electrolyte exhibits high Na+ ion mobility and a wide electrochemical stability window, enabling the long‐term stable cycling of various cathode chemistries – also at room temperature, elevated dis‐/charge rates and active material mass loadings,
Yixuan Guo +7 more
wiley +1 more source
Outcomes of adult patients with Li-Fraumeni syndrome and myeloid neoplasms. [PDF]
CancerSenapati J +19 more
europepmc +1 more source