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Keller Box Method

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The Keller Box Method is an instructional design framework that utilizes a systematic approach to create effective learning experiences. It emphasizes the organization of content into manageable units, allowing learners to progress at their own pace while ensuring mastery of each component before advancing to subsequent material.
lightbulbAbout this topic
The Keller Box Method is an instructional design framework that utilizes a systematic approach to create effective learning experiences. It emphasizes the organization of content into manageable units, allowing learners to progress at their own pace while ensuring mastery of each component before advancing to subsequent material.

Key research themes

1. How can the Keller-Box method be effectively utilized and optimized for solving nonlinear boundary value and fluid flow problems?

This research theme investigates the application of the Keller-Box method as a finite-difference scheme aimed at numerically solving complex nonlinear boundary value problems, particularly those arising in fluid dynamics such as boundary layer flows, micropolar fluids, and nanofluid flows. Focus is placed on the method's numerical stability, accuracy, error estimation, and computational efficiency, as well as innovations in parallelization to enhance performance on distributed computing platforms. These studies matter because the Keller-Box method provides a robust, implicit approach for discretizing partial differential equations governing flow and heat transfer with complex geometries and physical effects, crucial for accurate engineering simulations.

Key finding: Demonstrated the efficacy of the Keller-Box method in solving an eighth-order nonlinear two-point boundary value problem derived from compressible boundary layer equations at three-dimensional stagnation points. The method,... Read more
Key finding: Presented comparative analysis between iterative methods (conjugate gradient, Gauss-Seidel with red-black ordering) and direct solvers (LU factorization, Gaussian elimination) implemented for the Keller-Box discretization on... Read more
Key finding: Effectively applied the Keller-Box method to numerically solve boundary layer equations modeling unsteady bidirectional flow of nanofluids with complex physical influences such as thermal radiation, magnetic fields, variable... Read more
Key finding: Numerically solved steady two-dimensional magnetohydrodynamic mixed convection micropolar fluid flow and heat transfer near a stagnation point on a vertical surface, incorporating induced magnetic field and radiative heat... Read more
Key finding: Successfully implemented the Keller-Box method to resolve unsteady flow and heat transfer equations of magnetized Eyring-Powell nanofluid with nonlinear solar radiation and prescribed heat source boundary conditions. Provided... Read more

2. What are the convergence properties, error bounds, and probabilistic analyses associated with random particle blob methods for the Keller-Segel equation?

This theme addresses numerical methods specific to the Keller-Segel model of chemotaxis using stochastic particle-based approximations known as random particle blob methods. The focus is on mathematical analysis of error estimates, convergence rates, and probabilistic behavior of these methods in multidimensional domains. These insights are crucial for ensuring the reliability and accuracy of particle-based simulations of biological aggregation and chemotactic phenomena.

Key finding: Established optimal error estimates for random particle blob methods approximating solutions to the Keller-Segel equation in dimensions d≥2. Proven convergence rates of order h|ln h| in appropriate probability norms with high... Read more
Key finding: Introduced a stochastic particle system approximating solutions to the Keller-Segel equation via random particle blobs, accompanied by a rigorous proof of convergence to the mean-field nonlinear stochastic differential... Read more

3. How can cyclic generation algorithms extend and improve Box-Behnken response surface designs for experimental optimization?

This theme focuses on recent advances in design of experiments methodology, specifically enhancements to Box-Behnken designs (BBDs) for fitting second-order response surface models. Research explores cyclic generation algorithms producing new cyclic Box-Behnken designs (CBBDs), enabling customizable design properties such as spherical geometry radius and blocking capabilities. Such work is important for expanding the flexibility, efficiency, and predictive accuracy of experimental design in multifactor engineering applications.

Key finding: Developed an algorithm that produces cyclic generators for Box-Behnken designs (CBBDs) allowing adjustable radii and run levels, providing practitioners design options beyond classical BBD limitations. The novel CBBDs... Read more

All papers in Keller Box Method

The purpose of this paper is to introduce an effective strategy for solving boundary layer flow of an Eyring-Powell fluid over a stretching sheet in unbounded domain. This paper introduces a combination of Modified Generalized Laguerre,... more
The purpose of this paper is to introduce an effective strategy for solving boundary layer flow of an Eyring-Powell fluid over a stretching sheet in unbounded domain. This paper introduces a combination of Modified Generalized Laguerre,... more
This paper investigates the behavior of MHD stagnation point flow of Carreau fluid in the presence of infinite shear rate viscosity. Additionally heat transfer analysis in the existence of non-linear radiation with convective boundary... more
This paper investigates the behavior of MHD stagnation point flow of Carreau fluid in the presence of infinite shear rate viscosity. Additionally heat transfer analysis in the existence of non-linear radiation with convective boundary... more
Fins are commonly utilized to enhance (dissipate) heat in various engineering systems that include heat exchangers. In the present investigation, the impact of multi-boiling and thermo-geometric factors on a convective-radiative... more
The purpose of this research is to inspect the mixed convection flow of Eyring-Powell nanofluid over a linearly stretching sheet through a porous medium with Cattaneo-Christov heat and mass flux model in the presence of Hall and ion slip,... more
Little is known in the literature about the concept of nonuniform heat source/sink and higher-order chemical reaction for the dynamics of Oldroyd-B nanoparticles. erefore, the present article addresses the nonuniform heat source/sink and... more
In this exploration, we decided to investigate the significance of prescribed thermal conditions on unsteady 3D dynamics of waterbased radiative hybrid nanofluid with the impact of cylindrical-shaped nanosized particles (alumina (Al 2 O... more
In this communication, bidirectional flow of Casson nanomaterial driven by an unsteady moveable surface in the region of boundary layer is analyzed. Moreover, the significances of porous space, magnetic field, prescribed surface... more
Bi-directional unsteady flow of nanomaterial has been explored in the existence of Cattaneo-Christov double diffusion. Brownian motion, thermophoresis and heat sources namely PST (prescribed surface temperature) and PHF (prescribed heat... more
Bi-directional unsteady flow of nanomaterial has been explored in the existence of Cattaneo-Christov double diffusion. Brownian motion, thermophoresis and heat sources namely PST (prescribed surface temperature) and PHF (prescribed heat... more
The present explore effort addresses the impact of radiation on MHD stream of an incompressible nano fluid due to an elongating elongating piece by warm and mass fluxes border situation. Similarity transformations are applied to attain... more
This article investigates the magnetohydrodynamic flow of third grade nanofluid with thermophoresis and Brownian motion effects. Energy equation is considered in the presence of thermal radiation and viscous dissipation. Rosseland's... more
In this paper stagnation boundary layer flow of nanofluid with mixed convection heat and mass transfer with Electrical Magneto Hydrodynamic (EMHD) effects over a second-order momentum slip boundary condition have been mathematically... more
The fractional-order differential equations that exist in the field of science and engineering have been studied in this paper. The 2D fluid flow problems are recommended for the classical- and fractional-order analysis. It has been found... more
Fins are commonly utilized to enhance (dissipate) heat in various engineering systems that include heat exchangers. In the present investigation, the impact of multi-boiling and thermo-geometric factors on a convective-radiative... more
Fins are commonly utilized to enhance (dissipate) heat in various engineering systems that include heat exchangers. In the present investigation, the impact of multi-boiling and thermo-geometric factors on a convective-radiative... more
The present article is intended to focus on the combined influence of Hall currents and thermal radiation on the magnetohydrodynamic flow of a nanofluid through a vertical rotating channel. The nanofluid is prepared by choosing the copper... more
Fins are commonly utilized to enhance (dissipate) heat in various engineering systems that include heat exchangers. In the present investigation, the impact of multi-boiling and thermo-geometric factors on a convective-radiative... more
A typical base fluid such as water, oil or glycol is poor conductor of heat due to deficient thermo-physical properties. This deficiency is normally addressed by saturation of thermally strong conductive metallic nanoparticles such as Fe,... more
This article investigates the magnetohydrodynamic flow of third grade nanofluid with thermophoresis and Brownian motion effects. Energy equation is considered in the presence of thermal radiation and viscous dissipation. Rosseland's... more
In this study, an incompressible two-dimensional Oldroyd-B nanofluid steady flow past a stretching sheet considering the outcomes of magneto-hydrodynamics (MHD) and porous medium with magnetic, electrical, and thermal radiation effects is... more
The nonlinear convective flow of Eyring-Powell nanofluid using Catteneo-Christov model with heat generation or absorption term and chemical reaction rate over nonlinear stretching surface is analyzed. The simultaneous nonlinear partial... more
In this exploration, we decided to investigate the significance of prescribed thermal conditions on unsteady 3D dynamics of water-based radiative hybrid nanofluid with the impact of cylindrical-shaped nanosized particles (alumina ( Al 2 O... more
An analysis is carried out to investigate the two dimensional flow of an electrically conducting Newtonian fluid over a permeable stretching cylinder. The main objective of this study is to analyze the thermo-physical properties on the... more
Little is known in the literature about the concept of nonuniform heat source/sink and higher-order chemical reaction for the dynamics of Oldroyd-B nanoparticles. Therefore, the present article addresses the nonuniform heat source/sink... more
In this study, we discussed the enhancement of thermal conductivity of elasticoviscous fluid filled with nanoparticles, due to the implementation of radiation and convective boundary condition. The flow is considered impinging obliquely... more
by shef j
In this paper stagnation boundary layer flow of nanofluid with mixed convection heat and mass transfer with Electrical Magneto Hydrodynamic (EMHD) effects over a second-order momentum slip boundary condition have been mathematically... more
Our main emphasis in this manuscript was to scrutinize the aspects of activation energy for magnetized Cross nanofluid subjected to cylindrical surface. Formulation for energy expression is developed through heat sink-source phenomenon.... more
An unsteady double diffusive mixed convection boundary layer flow over a vertically stretching sheet in the presence of suction/injection is investigated in this paper. The governing partial differential equations are reduced by applying... more
This article addresses 3D flow of Oldroyd-B liquid in the presence of nanomaterials induced by a linearly extendable surface. Analysis is carried out in rotating frame. The novel characteristics in regards to Brownian dispersion and... more
This research paper intends to investigate the 3D flow of Prandtl liquid in the existence of improved heat conduction and mass diffusion models. Flow is created by considering linearly bidirectional stretchable sheet. Thermal and... more
In the present work comparative study of thermal analysis of a rectangular block (1x1x1unit³) is done by taking different material (i.e. Copper, Steel, Brass) for the conduction and convective boundary condition. Best material is selected... more
Present work addresses the heat/mass transfer mechanism for higher order mixed convective flow of Williamson nanofluid impinging over a nonlinear bidirectional elongating surface with power-law heat/mass fluxes. For scientific relevancy,... more
The increasing global demand for energy necessitates devoted attention to the formulation and exploration of mechanisms of thermal heat exchangers to explore and save heat energy. Thus, innovative thermal transport fluids require to boost... more
In this paper, a steady two-dimensional Magnetohydrodynamic (MHD) mixed convection stagnation point flow of an incompressible, viscous and electrically conducting micropolar fluid toward a stretching/shrinking vertical surface with... more
This article is concerned with the two-dimensional flow of Powell-Eyring fluid with variable thermal conductivity. The flow is caused due to a stretching cylinder. Temperature dependent thermal conductivity is considered. Both numerical... more
The nonlinear convective flow of Eyring-Powell nanofluid using Catteneo-Christov model with heat generation or absorption term and chemical reaction rate over nonlinear stretching surface is analyzed. The simultaneous nonlinear partial... more
An amalgamation of base fluid (usually oil, water, ethylene, glycol, glycerol, etc.) and metallic tiny particles (usually Cu, SiO2, Al2O3, etc.) having diameter less than 100 nm is designated as nanofluid. In last few decades, nanofluids... more
The present communication addresses MHD radiative nanomaterial flow of Ree-Eying fluid between two coaxially rotating disks. Both disks are stretchable. Buongiorno model is used for nanofluids. Nanofluid aspects comprise random motion of... more
A recently invented algorithm known as the grasshopper optimization algorithm (GOA) was employed to optimize diesel engine performance and emission operated with ternary fuel (ethanol-biodiesel-diesel) blends. Using the regression... more
This article analyzes the Darcy Forchheimer 2D thin film fluid of nanoliquid. Flow of nanoliquid is made due to a flat unsteady stretchable sheet. In nanoliquids, nanomaterial is in form of CNTs (carbon nanotubes). Also, in present... more
The purpose of this study is to examine the variables that influence both the Circular Economy (CE) and pro-environmental behavior in steel recycling manufacturing companies in Thailand. To develop and examine a model using structural... more
Mixed convection peristaltic flow of Jeffrey nanofluid in a channel with compliant walls is addressed here. The present investigation includes the viscous dissipation, thermal radiation and Joule heating. Whole analysis is performed for... more
An attempt is made to examine the classical Von Karman flow problem for a second grade fluid by using a generalized non-similarity transformation. This approach is di_erent from that of Von Karman’s evolution of the flow in such a way... more
Offshore photovoltaic energy is possibly the most important future step in the harnessing of solar energy. Since no long-term offshore photovoltaic installation exists to date, various unknowns are still present, creating a research gap.... more
Unsteady electrohydrodynamic hybrid nanofluid Al 2 O 3 ‐ Cu / H 2 O past a convective heat stretched/shrinked sheet is examined. A stagnation point fluid flow with velocity slip constrains and heat source or sink is deliberated. The... more
A time-dependent convectional flow of a two-phase nanofluid over a rotating cone with the impact of heat and mass rates is elaborated in this article. The instability in the flow field is induced by the cone angular velocity that depends... more
In this article, the Hall and ion-slip effects on a mixed convection flow of an electrically conducting nanofluid over a stretching sheet in a permeable medium have been discussed. Using the similarity transformations, the partial... more
Simultaneous impacts of non-linear radiation and magnetohydrodynamics in Marangoni convection nanoliquid are addressed Novel aspects of activation energy and space dependent heat source are addressed. Nanoliquid attributes Brownain... more
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