Phonons‐informed machine‐learning predictive models are propitious for reproducing thermal effects in computational materials science studies. Machine learning (ML) methods have become powerful tools for predicting material properties with near first‐principles accuracy and vastly reduced computational cost.
Pol Benítez +4 more
wiley +1 more source
Biobanks as fiduciaries of biosamples and data: a legal and ethical analysis in the light of international standards. [PDF]
Tsuruyama T, Hiratsuka T.
europepmc +1 more source
Energy‐Aware Perturbation Optimization for Memristor‐Array Convolutional Neural Networks
Memristor‐array inference becomes more energy efficient when layer inputs are reshaped before computation. Sinusoidal perturbation encoding with dual‐threshold screening reduces active voltage pulses and contracts ADC input‐current ranges, jointly lowering crossbar and peripheral energy while preserving accuracy across hardware MNIST validation, deep ...
Ao Xu +6 more
wiley +1 more source
Epigenetic Signatures as Predictors of Fracture Non-union: A Systematic Review. [PDF]
Salem-Hernández J +4 more
europepmc +1 more source
A hybrid Reinforcement Learning–Explainable AI framework integrates SHAP and LIME explanations directly into a Deep Q‐Network inference loop for real‐time ICU decision support. Trained on 18 142 mechanically ventilated stays from the eICU database, the system attains 93.0% decision accuracy, 20% fewer errors than RL alone, and a 91% clinician trust ...
Jannatul Ferdaus Disha +2 more
wiley +1 more source
Youth psychopathic traits and delinquent behavior among adolescents in Saudi social observation centers: the indirect role of moral disengagement and the moderating role of cognitive empathy. [PDF]
Almailabi BS.
europepmc +1 more source
Advancing the service-oriented transition of smart cities: Evaluating the intelligent approval quality. [PDF]
Wang J, Wang Y.
europepmc +1 more source
Workforce shortages and supported access to medical care for hospital employees: a scoping review. [PDF]
Beulen V +5 more
europepmc +1 more source
Best Practices in Physiologically Based Pharmacokinetic (PBPK) Modeling. [PDF]
Chenel M +6 more
europepmc +1 more source

