Use of proper orthogonal decomposition and machine learning for efficient blood flow prediction in cerebral saccular aneurysms. [PDF]
Rajhi W +7 more
europepmc +1 more source
Merging computational fluid dynamics and 4D Flow MRI using proper orthogonal decomposition and ridge regression. [PDF]
Bakhshinejad A +5 more
europepmc +1 more source
Numerical Model Reduction of Multi‐Scale Electrochemical Ion Transport
ABSTRACT In this paper, we develop a Numerical Model Reduction (NMR) framework for multi‐scale modeling of electro‐chemically coupled ion transport. Upon introducing the governing equations and employing Variationally Consistent Homogenization, a two‐scale model, consisting of a macro‐scale and a sub‐scale part, is obtained.
Vinh Tu +3 more
wiley +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
Enhancing hydrodynamic efficiency in Autonomous Underwater Vehicles (AUVs) utilizing adjoint method and proper orthogonal decomposition. [PDF]
Bhuiyan SA, Hasan MJ, Hoque MA.
europepmc +1 more source
Proper Orthogonal Decomposition Methods for the Analysis of Real-Time Data: Exploring Peak Clustering in a Secondhand Smoke Exposure Intervention. [PDF]
Berardi V +7 more
europepmc +1 more source
A Reduced Order Model for Sea Water Intrusion Simulation Using Proper Orthogonal Decomposition. [PDF]
Geranmehr M +4 more
europepmc +1 more source
Localized glaucomatous change detection within the proper orthogonal decomposition framework. [PDF]
Balasubramanian M +6 more
europepmc +1 more source
Data-driven non-intrusive reduced order modelling of selective laser melting additive manufacturing process using proper orthogonal decomposition and convolutional autoencoder. [PDF]
Chaudhry S, Abdedou A, Soulaïmani A.
europepmc +1 more source
Fast model calibration for predicting the response of breast cancer to chemotherapy using proper orthogonal decomposition. [PDF]
Christenson C +7 more
europepmc +1 more source

