Computational science and its applications

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書誌事項

Computational science and its applications

edited by Abul Hassan Siddiqi, R.C. Singh, G.D. Veerappa Gowda

Chapman & Hall/CRC, 2021

  • :hbk

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内容説明・目次

内容説明

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.

目次

1. Ingredients for Applied Fourier Analysis..........................................................................1 Hans G. Feichtinger 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...............25 Gunter Leugering 3. A Model to Assess the Role of Spatial Urban Configurations on Crowd Evacuation Dynamics During Terrorist Attacks............................................................ 41 D. Provitolo, R. Lozi, and E. Tric 4. Free Radical Processes in Medical Grade UHMWPE.................................................... 61 M. Shah Jahan, Benjamin Walters, Afsana Sharmin, and Saghar Gomrok 5. Inverse Problems Involving PDEs with Applications to Imaging..............................77 Taufiquar Khan 6. On an Efficient Family of Steffensen-Like Methods for Finding Nonlinear Equations............................................................................................................. 91 Vali Torkashvand and Manochehr Kazemi 7. Computational Methods for Conformable Fractional Differential Equations............103 A. H. Siddiqi, R. C. Singh, and Santosh Kumar 8. Pan-Sharpening Using Modified Nonlocal Means-Based Guided Image Filter in NSCT Domain...................................................................................................... 117 Tarlok Singh and Pammy Manchanda 9. Moser-Trudinger and Adams Inequalities..................................................................... 135 Kunnath Sandeep 10. Computational Ship Hydrodynamics: Modeling and Simulation............................ 149 Sashikumaar Ganesan, Bhanu Teja, and Thivin Anandh 11. DNA-Drug Interaction: Insight from Computer Simulations................................ 171 Anurag Upadhyaya, Shesh Nath, and Sanjay Kumar 12. A Graphical User Interface for Palmprint Recognition............................................... 195 Rohit Khokher and R. C. Singh 13. Wavelet Approach for the Classification of Autism Spectrum Disorder.................209 Noore Zahra, Hessa N. Al Eisa, Kahkashan Tabassum, Sahar A. EI-Rahman, and Mona Jamjoom 14. De-Noising Raman Spectra Using Total Variation De-Noising with Iterative Clipping Algorithm............................................................................................................225 Padmesh Tripathi, Nitendra Kumar, and A. H. Siddiqi 15. An Efficient Identity-Based Mutual Authentication Protocol for Cloud Computing............................................................................................................................233 Vinod Kumar and Musheer Ahmad 16. Development of a Statistical Yield Forecast Model for Rice Using Weather Variables Over Gorakhpur District of Eastern Uttar Pradesh................................... 243 R. Bhatla, Rachita Tulshyan, Babita Dani, and A. Tripathi 17. Cognitive Computing Agent Systems: An Approach to Building Future Real-World Intelligent Applications............................................................................... 257 A. Chandiok, A. Prakash, A. H. Siddiqi, and D. K. Chaturvedi 18. Controllability of Quasilinear Stochastic Fractional Dynamical Systems in Hilbert Spaces...................................................................................................................... 275 R. Mabel Lizzy and K. Balachandran 19. The Advection-Dispersion Equation for Various Seepage Velocity Patterns in a Heterogeneous Medium............................................................................. 291 Amit Kumar Pandey and Mritunjay Kumar Singh 20. On the Application of Genetic Algorithm and Support Vector Machine for Classification of MRI Images for Brain Tumors........................................................... 311 D. Gupta and M. Ahmad 21. Proximinality and Remotality in Abstract Spaces....................................................... 325 Sangeeta and T. D. Narang 22. Conformable Fractional Laguerre and Chebyshev Differential Equations with Corresponding Fractional Polynomials................................................................335 Ajay Dixit and Amit Ujlayan 23. Computational Linguistics: Inverse Problems and Emerging Mathematical Concepts................................................................................................................................345 Sana A. Ansari and Masood Alam 24. Legendre Wavelets Method for Solution of First-Kind Volterra Problems............. 357 Pooja, J. Kumar, and P. Manchanda 25. Computational Linguistic Analysis of Retail E-Commerce....................................... 371 Rashmi Bhardwaj and Aashima Bangia 26. Impact of Data Assimilation on Simulation of a Monsoonal Heavy Rainfall Event over India Using ARW Modeling System........................................................... 381 Shilpi Kalra, Sushil Kumar, and A. Routray

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