A hybrid model integrating RoBERTa, TF-IDF, and attention mechanism for medical query intent classification. [PDF]
Sci RepLiang Z, Zhao Y, Xu H, Huang H, Chen L.
europepmc +1 more source
The linear complementarity problem, sufficient matrices, and the criss-cross method. [PDF]
Hertog, D. den, Roos , C., Terlaky, T.
core +1 more source
Advanced Science, EarlyView.Using machine learning on a mega‐scale global dataset (n = 1,336,840) reveals a robust personality trait architecture beyond the Big Five. A Big Two model, broadly capturing social engagement and internal mentation, defines a geometric space that links personality to neurocognitive profiles.
Kaixiang Zhuang +7 more
wiley +1 more source
A multi dataset validation model for hybrid feature selection in wind energy maximum power point tracking systems. [PDF]
Sci RepDuraisamy S, Thangavelu V.
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Heuristically Adaptive Diffusion‐Model Evolutionary Strategy
Advanced Science, EarlyView.Building on the mathematical equivalence between diffusion models and evolutionary algorithms, researchers demonstrate unprecedented control over evolutionary optimization through conditional diffusion. By training diffusion models to associate parameters with specific traits, they can guide evolution toward solutions exhibiting desired behaviors ...
Benedikt Hartl +3 more
wiley +1 more source
On the mathematical structure and numerical solution of discrete-continuous optimization problems in DDCM. [PDF]
Z Angew Math PhysGebhardt CG, Lange S, Steinbach MC.
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Hierarchical Summary Statistics Encoding Across Primary Visual and Posterior Parietal Cortices
Advanced Science, EarlyView.This study shows that mouse V1 simultaneously encodes the ensemble mean and variance of motion, providing a robust summary‐statistic representation that persists despite single‐neuron variability. These signals propagate to PPC, where they are transformed into abstract category representations during decision making.
Young‐Beom Lee +4 more
wiley +1 more source
Temporally consistent tri ledger settlement enables robust and noncontestable coordination in interprovincial power systems. [PDF]
Sci RepMa X, Lv S, Hu W, Huang C, Tan Z.
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The Role of Ionic Liquids at the Biological Interfaces in Bioelectronics
Advanced Science, EarlyView.Ionic liquids (ILs) are highlighted as key artificial ionic materials that bridge biological ion‐based signaling and electronic devices. By understanding their composition, structure, function relationships, and mechanisms, ILs can advance from high performance electrolyte to core materials enabling integrated, multifunctional bioelectronics for ...
Yeong‐sinn Ye +5 more
wiley +1 more source
Multimodal physiological signal emotion recognition based on multi-head cross attention with representation learning. [PDF]
Front PsychiatryDing S, Ma L, Li H.
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