Computational Science and its Applications

A. H. Siddiqi, R. C. Singh, G. D. Veerappa Gowda, A. H. Siddiqi, R. C. Singh, G. D. Veerappa Gowda

• Publisher: Chapman and Hall/CRC
• Year: 2020
• Print ISBN: 9780367256234
• eBook ISBN: 9781000193732
• Topic: Computer Science
• Subtopic: Computer Science General
• Index: Computer Science

Computational science is a rapidly growing multidisciplinary field concerned with the design, implementation, and use of mathematical models to analyze and solve real-world problems. It is an area of science that spans many disciplines and which involves the development of models and allows the use of computers to perform simulations or numerical analysis to understand problems that are computational and theoretical.

Computational Science and its Applications provides an opportunity for readers to develop abilities to pose and solve problems that combine insights from one or more disciplines from the natural sciences with mathematical tools and computational skills. This requires a unique combination of applied and theoretical knowledge and skills. The topics covered in this edited book are applications of wavelet and fractals, modeling by partial differential equations on flat structure as well as on graphs and networks, computational linguistics, prediction of natural calamities and diseases like epilepsy seizure, heart attack, stroke, biometrics, modeling through inverse problems, interdisciplinary topics of physics, mathematics, and medical science, and modeling of terrorist attacks and human behavior. The focus of this book is not to educate computer specialists, but to provide readers with a solid understanding of basic science as well as an integrated knowledge on how to use essential methods from computational science.

Features:

• Modeling of complex systems
• Cognitive computing systems for real-world problems
• Presentation of inverse problems in medical science and their numerical solutions
• Challenging research problems in many areas of computational science

This book could be used as a reference book for researchers working in theoretical research as well as those who are doing modeling and simulation in such disciplines as physics, biology, geoscience, and mathematics, and those who have a background in computational science.

Table of contents

• Cover
• Half-Title
• Title
• Copyright
• Dedication
• Contents
• Preface
• Editors
• List of Contributors
• 1 Ingredients for Applied Fourier Analysis
• 2 Industrial Applications of Optimal Control for Partial Differential Equations on Networks: Reduction and Decomposition Methods Applied to the Discrete–Continuous Control of Gas Flow in Complex Pipe Systems
• 3 A Model to Assess the Role of Spatial Urban Configurations on Crowd Evacuation Dynamics During Terrorist Attacks
• 4 Free Radical Processes in Medical Grade UHMWPE
• 5 Inverse Problems Involving PDEs with Applications to Imaging
• 6 On an Efficient Family of Steffensen-Like Methods for Finding Nonlinear Equations
• 7 Computational Methods for Conformable Fractional Differential Equations
• 8 Pan-Sharpening Using Modified Nonlocal Means-Based Guided Image Filter in NSCT Domain
• 9 Moser-Trudinger and Adams Inequalities
• 10 Computational Ship Hydrodynamics: Modeling and Simulation
• 11 DNA—Drug Interaction: Insight from Computer Simulations
• 12 A Graphical User Interface for Palmprint Recognition
• 13 Wavelet Approach for the Classification of Autism Spectrum Disorder
• 14 De-Noising Raman Spectra Using Total Variation De-Noising with Iterative Clipping Algorithm
• 15 An Efficient Identity-Based Mutual Authentication Protocol for Cloud Computing
• 16 Development of a Statistical Yield Forecast Model for Rice Using Weather Variables Over Gorakhpur District of Eastern Uttar Pradesh
• 17 Cognitive Computing Agent Systems: An Approach to Building Future Real-World Intelligent Applications
• 18 Controllability of Quasilinear Stochastic Fractional Dynamical Systems in Hilbert Spaces
• 19 The Advection-Dispersion Equation for Various Seepage Velocity Patterns in a Heterogeneous Medium
• 20 On the Application of Genetic Algorithm and Support Vector Machine for Classification of MRI Images for Brain Tumors
• 21 Proximinality and Remotality in Abstract Spaces
• 22 Conformable Fractional Laguerre and Chebyshev Differential Equations with Corresponding Fractional Polynomials
• 23 Computational Linguistics: Inverse Problems and Emerging Mathematical Concepts
• 24 Legendre Wavelets Method for Solution of First-Kind Volterra Problems
• 25 Computational Linguistic Analysis of Retail E-Commerce
• 26 Impact of Data Assimilation on Simulation of a Monsoonal Heavy Rainfall Event over India Using ARW Modeling System
• Index