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Book Cover
E-book
Author Conference on Computational Sciences - Modelling, Computing and Soft Computing (1st : 2020 : Calicut, India)

Title Computational sciences - modelling, computing and soft computing : first international conference, CSMCS 2020, Kozhikode, Kerala, India, September 10-12, 2020 : revised selected papers / Ashish Awasthi, Sunil Jacob John, Satyananda Panda (eds.)
Published Singapore : Springer, [2021]
©2021

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Description 1 online resource : illustrations (some color)
Series Communications in computer and information science ; 1345
Communications in computer and information science ; 1345.
Contents Intro -- Preface -- Organization -- Contents -- Computing -- An Auxiliary Inequality Based Method for Stabilization and Mesh-Adaptation of Steady and Time-Dependent Differential Equations -- 1 Introduction -- 2 The Auxiliary Entropy Inequality -- 2.1 Physical Motivation -- 2.2 A Simple Prototype -- 2.3 Extensions to General Differential Equations -- 3 Results -- 3.1 Diagnosis -- 3.2 Stabilization -- 3.3 Numerical Results -- 4 Conclusions -- References -- Existence and Uniqueness of Time-Fractional Diffusion Equation on a Metric Star Graph -- 1 Introduction -- 2 Preliminaries
3 Existence and Uniqueness Results of a Weak Solution -- 4 Conclusion and Future Work -- References -- Learning Numerical Viscosity Using Artificial Neural Regression Network -- 1 Introduction -- 2 Finite Difference Discretization -- 3 Shock Capturing Schemes -- 3.1 Local Lax-Friedrich Scheme -- 3.2 Lax-Wendroff Scheme -- 3.3 Entropy Stable TVD Scheme -- 4 Artificial Neural Networks (ANNs) -- 4.1 Network Training -- 5 Viscosity Network -- 5.1 Network Architecture -- 5.2 Training and Validation Data Creation -- 6 Numerical Results -- 6.1 Network Loss Plots
6.2 Solution of Scalar Conservation Law -- 7 Concluding Remarks -- References -- Computational Study of Some Numerical Methods for the Generalized Burgers-Huxley Equation -- 1 Introduction -- 2 Nonstandard Finite Difference Scheme (NSFD) -- 2.1 NSFD1 -- 2.2 NSFD1- -- 2.3 NSFD2 -- 2.4 NSFD2- -- 3 Explicit Exponential Finite Difference Method (EEFDM) -- 3.1 EEFDM- -- 4 Conclusion -- References -- A Local Meshless Method for a Multi-term Time Fractional Non-linear Diffusion Equation -- 1 Introduction -- 2 The Time-Semi Discretization Scheme -- 2.1 Convergence and Stability Analysis
3 Spatial Discretization -- 4 Numerical Experiments -- 5 Conclusion -- References -- On Space-Fractional Diffusion Equations with Conformable Derivative -- 1 Introduction -- 2 Preliminary Results -- 3 Maximum-Minimum Principle -- 3.1 Uniqueness and Stability of the Solution -- 4 Construction of Solutions -- References -- Compact Finite Difference Method for Pricing European and American Options Under Jump-Diffusion Models -- 1 Introduction -- 2 The Mathematical Model -- 3 Compact Finite Difference Method -- 3.1 Compact Finite Difference Approximations for First and Second Derivatives
3.2 Localization to Bounded Domain -- 3.3 Temporal Semi-discretization -- 3.4 The Fully Discrete Problem -- 3.5 Consistency -- 3.6 Stability -- 4 Numerical Results -- 5 Conclusion and Future Work -- References -- New Exact Solutions for Double Sine-Gordon Equation -- 1 Introduction -- 2 Exact Solutions -- 2.1 Sin-Cos Ansatz -- 2.2 Sinh-Cosh Ansatz -- 2.3 Sec-Csc Ansatz -- 2.4 Csch-Sech Ansatz -- 2.5 A Rational Function Ansatz -- 3 Discussion -- References -- Numerical Study of Mixed Convection in Single and Double Lid Driven Cavity Using LBM -- 1 Introduction -- 2 Problem and Solution Methodology
Summary This book constitutes revised and selected papers of the First International Conference on Computational Sciences - Modelling, Computing and Soft Computing, held in Kozhikode, Kerala, India, in September 2020. The 15 full papers and 6 short papers presented were thoroughly revised and selected from the 150 submissions. They are organized in the topical secions on computing; soft computing; general computing; modelling
Notes International conference proceedings
Includes author index
Online resource; title from PDF title page (SpringerLink, viewed August 4, 2021)
Subject Electronic data processing -- Congresses
Computer science -- Congresses
Computer simulation -- Congresses
Computer science
Computer simulation
Electronic data processing
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Awasthi, Ashish, editor
John, Sunil Jacob, 1973- editor.
Panda, Satyananda, editor
ISBN 9789811647727
9811647720
Other Titles CSMCS 2020