Results 211 to 220 of about 10,792 (301)

Estimating future variant Creutzfeldt-Jakob disease cases in the UK: a cohort-based probabilistic model. [PDF]

open access: yesLancet Reg Health Eur
Roberts B   +8 more
europepmc   +1 more source

Physics‐Based Machine Learning for Modeling Cyclic Damage Evolution

open access: yesPAMM, Volume 26, Issue 1, March 2026.
ABSTRACT Accurate modeling of cyclic damage evolution is essential for predicting the long‐term performance and durability of engineering materials and structures. Traditional simulation‐based approaches, while physically rigorous, are computationally expensive, especially under complex loading histories.
Elsayed S. Elsayed   +2 more
wiley   +1 more source

The Microlayer Framework: Extension to Aggregates With Non‐Uniform Shapes

open access: yesPAMM, Volume 26, Issue 1, March 2026.
ABSTRACT The microlayer framework is a novel, powerful method for the numerical simulation of heterogeneous materials, such as aggregate‐matrix composites across different scales. While the framework has previously only been applied to geometrically isotropic aggregates, its mathematical formulation also enables the development of material models for ...
Marcel May   +3 more
wiley   +1 more source

A Generalization Error Bound of Physics‐Informed Neural Networks for Ecological Diffusion Models

open access: yesStat, Volume 15, Issue 1, March 2026.
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

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