A Generalization Error Bound of Physics‐Informed Neural Networks for Ecological Diffusion Models
ABSTRACT Ecological diffusion equations (EDEs) are partial differential equations (PDEs) that model spatiotemporal dynamics, often applied to wildlife diseases. Derived from ecological mechanisms, EDEs are useful for forecasting, inference, and decision‐making, such as guiding surveillance strategies for wildlife diseases.
Juan Francisco Mandujano Reyes +4 more
wiley +1 more source
Organic Vanilla Production in Mexico: Current Status, Challenges, and Perspectives. [PDF]
Maldonado-Miranda JJ +5 more
europepmc +1 more source
ABSTRACT Modelling the evolution of Alzheimer's disease (AD) requires a thorough spatiotemporal study of longitudinal neuroimaging data. We propose in this paper a novel deep learning framework that uses a parallel combination of Recurrent Neural Networks (RNNs) and Vision Transformers (ViT) to extract temporal disease dynamics and spatial structural ...
Sahbi Bahroun, Gwanggil Jeon
wiley +1 more source
Parameter Estimation in Comparative Judgment Under Random and Adaptive Scheduling Schemes
Abstract Comparative judgment is an assessment method where item ratings are estimated based on rankings of subsets of the items. These rankings are typically pairwise, with ratings taken to be the estimated parameters from fitting a Bradley‐Terry model. Likelihood penalization is often employed to ensure finiteness of estimates. Adaptive scheduling of
Ian Hamilton, Nick Tawn
wiley +1 more source
Silicon Nanoparticles (SiNPs) Enhance Elongation and Rooting of In Vitro Shoots of Vanilla (<i>Vanilla planifolia</i> Andrews) During Micropropagation in RITA<sup>®</sup> Bioreactors. [PDF]
Ramírez-Mosqueda MA.
europepmc +1 more source
Proposed approach for this study. ABSTRACT This study introduces a dynamically memory‐adjusted whale optimization algorithm (DMA‐WOA) for feature selection in polycystic ovary syndrome (PCOS) diagnosis. To overcome the standard WOA's limitations in balancing exploration and exploitation, DMA‐WOA incorporated adaptive memory control to improve ...
Daniel Kwame Amissah +4 more
wiley +1 more source
Transfer-learning on federated observational healthcare data for prediction models using Bayesian sparse logistic regression with informed priors. [PDF]
Li KM +4 more
europepmc +1 more source
Chitosan Nanoparticles as a Biostimulant During In Vitro Multiplication of Vanilla Using Temporary Immersion Bioreactors. [PDF]
Delgado-Rivera VA +4 more
europepmc +1 more source
This study examines how washing modifies odors in post‐consumer polypropylene plastics. Different washing conditions are compared by using sensory panels and advanced chemical analysis. Hot and detergent‐based washing removes key odor‐causing compounds, replacing moldy notes with cleaner, soapy impressions.
Tiago G. A. Belé +4 more
wiley +1 more source
AI-Driven SaO<sub>2</sub> prediction from pulse oximetry and electronic health records. [PDF]
Woo J +13 more
europepmc +1 more source

