Toward a Universal Czochralski Growth Model Leveraging Data‐Driven Techniques
Advanced Theory and Simulations, Volume 8, Issue 12, December 2025.This data‐driven study investigates Czochralski growth using Decision Trees, Symbolic Regression, ANN, and SHAP to assess the impact of 21 process and design parameters on crystal quality. Trained on 632 CFD simulation datasets across four crystalline materials, it demonstrates the feasibility of a universal Cz model applicable to various ...
Natasha Dropka +4 more
wiley +1 more source
The meshless local Petrov-Galerkin method based on moving Kriging interpolation for solving the time fractional Navier-Stokes equations. [PDF]
Springerplus, 2016 Thamareerat N +2 more
europepmc +1 more source
Advanced Energy Materials, Volume 15, Issue 47, December 16, 2025.This review outlines the implementation of digital twin frameworks for solid oxide electrochemical cells (SOCs), encompassing 3D microstructure reconstruction, quantitative morphological analysis, and microstructure‐resolved multiphysics modeling. Emphasis is placed on recent advances that position digital twins as powerful tools for microstructure ...
Seungsoo Jang +9 more
wiley +1 more source
Ergodicity of the 2D Navier-Stokes Equations with Degenerate Stochastic Forcing [PDF]
, 2004 Martin Hairer, Jonathan C. Mattingly
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Precise Real‐Time Measurement of Liquid Viscosity Using Digital Video Data
Advanced Intelligent Systems, Volume 7, Issue 12, December 2025.Frame‐by‐frame image similarity analysis is employed to obtain the viscosity of moving liquids in real time. The method allows for online implementation even in harsh environments, replacing complex and invasive experiments. Quantitative knowledge of liquid viscosity is of fundamental importance in many areas of materials synthesis and processing ...
Zhiwen Pan +7 more
wiley +1 more source
A Newton-Krylov method with an approximate analytical Jacobian for implicit solution of Navier-Stokes equations on staggered overset-curvilinear grids with immersed boundaries. [PDF]
J Comput Phys, 2017 Asgharzadeh H, Borazjani I.
europepmc +1 more source
Regularity of transition semigroups associated to a 3D stochastic Navier-Stokes equation [PDF]
, 2006 Franco Flandoli, Marco Romito
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American Journal of Human Biology, Volume 37, Issue 12, December 2025.ABSTRACT Objectives Exposure to stressful and life‐threatening events before resettlement, coupled with the acculturation challenges of adjusting to an unfamiliar host country post‐relocation, may increase the risk for cardiovascular disease (CVD) in refugees.
Waseem Sous +5 more
wiley +1 more source
Incomplete augmented Lagrangian preconditioner for steady incompressible Navier-Stokes equations. [PDF]
ScientificWorldJournal, 2013 Tan NB, Huang TZ, Hu ZJ.
europepmc +1 more source