Modeling insurance claims using Bayesian nonparametric regression. [PDF]
Shams M, Ghosh K.
europepmc +1 more source
Influence of Thermal Boundary Conditions on Heat Transfer in Turbulent Annular Pipes
ABSTRACT Turbulent concentric annular pipe flow with heat transfer is investigated using the stochastic one‐dimensional turbulence (ODT) model. In the present study, annular pipe flow is investigated at fixed bulk Reynolds number ReDh=17700$\mathit {Re}_{D_{\rm h}}=17\,700$ and Prandtl number Pr=0.71$\mathit {Pr}=0.71$ using two different thermal ...
Pei‐Yun Tsai +2 more
wiley +1 more source
A Review of R Packages for Bayesian Model-based Clustering of High-dimensional Multivariate Environmental Exposures. [PDF]
Stephenson BJK, Fu Y.
europepmc +1 more source
Global Graph Surrogates and Neural Graph Elements for Computational Mechanics
ABSTRACT Machine learning surrogates are increasingly used to accelerate physics‐based simulations by predicting full‐field responses at a fraction of the computational cost. In this contribution, we present two complementary graph‐based approaches for surrogate modelling in computational mechanics.
Rutwik Gulakala, Marcus Stoffel
wiley +1 more source
Machine Learning-Based Prediction of Phase Equilibria and Interfacial Properties of Multicomponent CO<sub>2</sub> Mixtures with Impurities: Application to CO<sub>2</sub> Transportation. [PDF]
Raju D +3 more
europepmc +1 more source
ABSTRACT Regenerative medicine is a promising approach for the treatment of meniscus injuries. In silico experiments provide a valuable framework for optimizing such therapies by improving the understanding of both environmental effects on cell behavior and the interaction between cells and nonwoven scaffolds, which act as porous media supporting cell ...
Ahmad Hussein +3 more
wiley +1 more source
Solution of Turbulent Flow and Solidification in Continuous Casting of Round Steel Billets with a Meshless Method. [PDF]
Mramor K, Rek Z, Vertnik R, Šarler B.
europepmc +1 more source
A Coupled FE‐FFT Multiscale Framework for Heterogeneous Porous Materials Using preCICE
ABSTRACT This work presents a coupled finite element–fast Fourier transform (FE–FFT) multiscale framework for the simulation of heterogeneous and graded porous materials. The macroscopic boundary value problem is solved with the finite element (FE) method in Julia using Ferrite.jl, while the microscopic response of periodic unit cells is obtained from ...
Julian Dahler +2 more
wiley +1 more source
BRIEF VON REBECKA LEJEUNE DIRICHLET, ERNST GUSTAV PAUL DIRICHLET UND FLORA LEJEUNE DIRICHLET AN PETER GUSTAV LEJEUNE DIRICHLET Brief von Rebecka Lejeune Dirichlet, Ernst Gustav Paul Dirichlet und Flora Lejeune Dirichlet an Peter Gustav Lejeune Dirichlet
Lejeune Dirichlet, Rebecka +3 more
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