Efficient nanophotonic devices optimization using deep neural network trained with physics-based transfer learning methodology. [PDF]
Kim G, Kim J.
europepmc +1 more source
Prediction Model for Etiologic Differentiation of Isolated Vestibular Syndrome in Emergency Settings
ABSTRACT Objective This study aimed to develop and validate a predictive model for differentiating central from peripheral etiologies in patients with isolated vestibular syndrome (VS). Methods In this multicenter retrospective cohort study, 506 patients with isolated VS from five hospitals were divided into derivation (n = 301) and validation (n = 205)
Guo Wenting +12 more
wiley +1 more source
A multiscale topology optimization design framework with data driven surrogate model. [PDF]
Zhou H, Zhou C.
europepmc +1 more source
Generative diffusion model surrogates for mechanistic agent-based biological models. [PDF]
Comlekoglu T +5 more
europepmc +1 more source
Structural damage analysis using finite element model updating enhanced by response surface methodology. [PDF]
Mobarhan Zad S +3 more
europepmc +1 more source
Temporal Extrapolation Generalization of Proper Orthogonal Decomposition (POD) and Radial Basis Function (RBF) Surrogates for Transient Thermal Fields in Multi-Heat-Source Electronic Devices. [PDF]
Zhao W, Zhang B.
europepmc +1 more source
Empirical evidence for structural balance theory in functional brain networks. [PDF]
Saberi M +4 more
europepmc +1 more source
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