Mixture models

Part 1 of ebook "Applied predictive modeling" provides readers with contents including: Chapter 1 - Introduction; Chapter 2 - A short tour of the predictive modeling process; Chapter 3 - Data pre-processing; Chapter 4 - Overfitting and model tuning; Chapter 5 - Measuring performance in regression models; Chapter 6 - Linear regression and its cousins; Chapter 7 - Nonlinear regression models; Chapter 8 - Regression trees and rule-based models; Chapter 9 - A Summary of solubility models; Chapter 10 - Case study compressive strength of concrete mixtures;...

251p daonhiennhien 03-07-2024 2 1   Download

Part 2 of ebook "Bayesian essentials with R (Second edition)" provides readers with contents including: Chapter 5 - Capture–recapture experiments; Chapter 6 - Mixture models; Chapter 7 - Time series; Chapter 8 - Image analysis;...

154p daonhiennhien 03-07-2024 2 1   Download

Ebook "Theory and application of uniform experimental designs" provides necessary knowledge for readers interested in developing the theory of uniform experimental design. It discusses measures of uniformity, various construction methods of uniform designs, modeling techniques, design and modeling for experiments with mixtures, and the usefulness of the uniformity in block, factorial and supersaturated designs.

312p tracanhphuonghoa1007 22-04-2024 7 3   Download

Ebook "Structure and modeling of complex petroleum mixtures" provides readers with contents including: molecular structure and association behavior of petroleum asphaltene; porphyrins in heavy petroleums; ruthenium ion-catalyzed oxidation for petroleum molecule structural features; molecular-level composition and reaction modeling for heavy petroleum complex system;...

187p tracanhphuonghoa1007 22-04-2024 8 3   Download

Mutational signatures are key to understanding the processes that shape cancer genomes, yet their analysis requires relatively rich whole-genome or whole-exome mutation data. Recently, orders-of-magnitude sparser gene-panelsequencing data have become increasingly available in the clinic.

12p vibransone 28-03-2024 4 2   Download

Ebook "Multicomponent interfacial transport: Described by the square gradient model during evaporation and condensation" description of the transport across interfaces in mixtures has for a long time been an open issue. This research clarifies that the interface between a liquid and a vapor in a mixture is in local equilibrium during evaporation and condensation. It implies that the thermodynamics developed for interfaces by Gibbs can be applied also away from equilibrium, which is typically the case in reality.

181p manmanthanhla0201 26-02-2024 6 1   Download

Part 2 book "Information processing in medical imaging" includes content: Imaging brain activation streams from optical flow computation on 2 riemannian manifolds, high level group analysis of FMRI data basedon dirichlet process mixture models, insight into efficient image registrationtechniques and the demons algorithm, divergence based framework for diffusion tensorclustering, interpolation and regularization,... and other contents.

382p muasambanhan07 20-02-2024 2 0   Download

The objective of this study is to evaluate the predictive performance of three semi-theoretical approaches for modeling viscosity of binary liquid mixtures composed of 1-alcohols. For the mixtures that contain 1-alcohols with a similar number of carbon atoms, three schemes including the Rough Hard-Sphere model, the McAllister model, and UNIFAC-VISCO were demonstrated to be able to reproduce the mixture viscosity with an average deviation of 5%.

6p vigojek 02-02-2024 1 1   Download

Part 2 book "Introductory chemical engineering thermody" includes content: Phase equilibrium in a pure fluid, introduction to multicomponent systems; an introduction to activity models; van der waals activity models; local composition activity models; liquid liquid and solid liquid phase equilibria; phase equilibria in mixtures by an equation of state; advanced phase diagrams; reaction equilibria; electrolyte solutions; molecular association and solvation.

740p muasambanhan06 01-02-2024 0 0   Download

Part 2 book "Foundations of mechanics of materials (Part 1)" includes content: Short description of strength of materials; focus on composite materials - Different models of elastic deformation; focus on composite materials - structural model of elastic mixtures; focus on new materials nanomechanics of materials; focus on new materials - mechanics of auxetic materials.

159p muasambanhan06 01-02-2024 6 2   Download

Part 2 book "Fundamentals of chemical engineering thermodynamics" Includes content: modeling phase equilibrium for pure components; an introduction to mixtures; vapor liquid equilibrium; theories and models for vapor liquid equilibrium of mixtures - modified raoult's law approaches; theories and models for vapor liquid equilibrium of mixtures - using equations of state; liquid liquid, vapor liquid liquid, and solid liquid equilibrium; fundamentals of chemical reaction equilibrium; synthesis of thermodynamic principles.

416p muasambanhan06 01-02-2024 3 1   Download

In ebook "The thermodynamics of linear fluids and fluid mixtures" Samohýl and Pekař offer a consistent and general non-equilibrium thermodynamic description for a model of chemically reacting mixtures. This type of model is frequently encountered in practice and up until now, chemically reacting systems (out of equilibrium) have rarely been described in books on non-equilibrium thermodynamics.

315p nhanphanguyet 28-01-2024 4 2   Download

Ebook "Spatial complexity, informatics, and wildlife conservation" focuses directly on the interplay between theory, data, and analytical methodology in the rapidly evolving fields of animal ecology, conservation, and management. The mixture of topics of particular current relevance includes landscape ecology, remote sensing, spatial modeling, geostatistics, genomics, and ecological informatics.

449p tachieuhoa 28-01-2024 3 2   Download

The study found out that various models of treatment were used for treatment of clients admitted in drug rehabilitation centres in Nairobi. The commonly used models included the 12 step program of the Minnesota model, Therapeutic community model, Medical model and in most places a mixture of the various models.

12p vikissinger 21-12-2023 3 1   Download

This paper develops an Artificial Neural Network (ANN) model based on 96 experimental data to forecast the dynamic modulus of asphalt concrete mixtures. The accuracy of the models was assessed using numerous performance indexes such as the Root Mean Square Error (RMSE), Mean Absolute Error (MAE), Mean Absolute Percentage Error (MAPE), and coefficient of determination (R2).

10p visharma 20-10-2023 3 3   Download

Part 1 of ebook "Modeling and simulation of functionalized materials for additive manufacturing and 3D printing: Continuous and discrete media - Continuum and discrete element methods" provides readers with contents including: introduction to additive/3D printing materials filaments, functionalized inks, and powders; continuum methods (CM) basic continuum mechanics; CM approaches characterization of particle-functionalized materials; CM approaches estimation and optimization of the effective properties of mixtures; CM approaches numerical thermo-mechanical formulations; discrete element met...

168p lytamnguyet 04-08-2023 5 3   Download

Continued part 1, part 2 of ebook "Modeling and simulation of functionalized materials for additive manufacturing and 3D printing: Continuous and discrete media - Continuum and discrete element methods" provides readers with contents including: DEM extensions flexible substrate models; DEM extensions higher-fidelity laser modeling; DEM extensions acoustical pre-processing; summary and closing remarks; elementary notation and mathematical operations; CM approaches effective electrical properties of mixtures; CM approaches extensions to multiphase materials;...

140p lytamnguyet 04-08-2023 7 4   Download

The impact of different rice husk ash contents (5, 10, 20%) on mortar strength is examined at different elevated temperatures (150, 300, 450, 750oC). Based on a 45 experimental result data set, three machine learning algorithms including the Artificial Neural Network (ANN), the Least Squares Support Vector Regression (LS-SVR) and the Multivariate Adaptive Regression Splines (MARS) have been used to model the functional relationship between the mixture components and the compressive strength.

10p nhanchienthien 25-07-2023 6 4   Download

In paper "Mixture of Erlang and exponential approximation for ultimate ruin probability", we investigate the mixture of Erlang and exponential approximation based on the first three moments and the matrix-exponential representation of mixed Erlang and exponential functions. Besides, a number of numerical examples are given to illustrate the quick convergence of the method in the cases of the first three moments of uniform distribution on . Moreover to illustrate this method, a numerical example is given with different initial reserves of insurance company.

5p nhanchienthien 25-07-2023 4 3   Download

This report presents an analytical approach to the natural frequency analysis of a porous beam consisting of a host porous layer reinforced with graphene platelets (GPLs), namely GPL-reinforced porous core, and two piezoelectric outer layers. In the modelling, symmetric distributions of both porosity and GPLs in the core are supposed. The effective mechanical properties of the GPL-reinforced porous core are estimated by Halpin–Tsai model and the rule of mixture.

13p viwolverine 11-07-2023 3 2   Download