Performance–Complexity Trade‐Offs in Battery Lifetime Prediction with Task‐Aware Transformers
FAST‐BatPro integrates convolutional feature extraction, flash Attention, and sparse attention for efficient battery lifetime prediction. Using limited early‐cycle data across multiple chemistries and operating conditions, it achieves robust accuracy while reducing inference latency, computational cost, and energy consumption.
Jingyuan Zhao +9 more
wiley +1 more source
Assessing the Utility of Automated and Pen-And-Paper Cognitive Assessment Tools for Underrepresented Groups in the UK. [PDF]
Illingworth CH +18 more
europepmc +1 more source
Sustainable Materials Design With Multi‐Modal Artificial Intelligence
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu +8 more
wiley +1 more source
Role of community pharmacy in the prevention of cardiovascular disease in minority ethnic groups in the UK including barriers and facilitators: a mixed-methods systematic review. [PDF]
Duley RS +6 more
europepmc +1 more source
Efficient Screening of Organic Singlet Fission Molecules Using Graph Neural Networks
A high‐throughput screening framework based on graph neural networks (GNNs) and multi‐level validation facilitates the identification of singlet fission (SF) candidates. By efficiently predicting excitation energies across 20 million molecules, and integrating TDDFT calculations, synthetic accessibility assessments, and GW+BSE calculations, this ...
Li Fu +5 more
wiley +1 more source
Accessibility and use of social prescribing interventions by minority ethnic groups in the United Kingdom: a scoping review. [PDF]
Woodward A +7 more
europepmc +1 more source
MarginPath is a novel vision‐language system that automates breast cancer margin assessment using a single label‐free multiphoton microscopy image. By integrating tumor‐associated collagen signatures with virtual H&E imaging, it generates accurate margin heatmaps and comprehensive diagnostic reports.
Shu Wang +15 more
wiley +1 more source
Effects of a postpartum depression intervention: subgroup analyses from a cluster randomized trial. [PDF]
Tandon SD, Diebold A, Kan A, Ciolino J.
europepmc +1 more source
The effect of the structural arrangement of DIO and its analogs on ferroelectric phases is explored. Consequently, it is found that an asymmetrically fluorinated phenyl 4‐biphenylcaroboxylate skeleton is one of the favorable structural motifs for the emergence of enantiotropic ferroelectric liquid crystal phases.
Hiroyuki Matsukizono +4 more
wiley +1 more source
Negotiating ethnolinguistic identity in a multilingual society: social meaning and linguistic choice in Namibian German. [PDF]
Sauermann A, Schulte B, Wiese H.
europepmc +1 more source

