Companies Home Search Profile

Introduction to the Tools of Scientific Computing (Texts in Computational Science and Engineering, 25)

Introduction to the Tools of Scientific Computing (Texts in Computational Science and Engineering, 25)

Download pdf

Introduction to the Tools of Scientific Computing (Texts in Computational Science and Engineering, 25)

Introduction to the Tools of Scientific Computing (Texts in Computational Science and Engineering, 25)

Category

Programming Fundamentals

Software Engineering

Software Development

Author

Einar Smith

Publication

Springer

0 View

The book provides an introduction to common programming tools and methods in numerical mathematics and scientific computing. Unlike standard approaches, it does not focus on any specific language, but aims to explain the underlying ideas.

Typically, new concepts are first introduced in the particularly user-friendly Python language and then transferred and extended in various programming environments from C/C++, Julia and MATLAB to Maple and Mathematica. This includes various approaches to distributed computing. By examining and comparing different languages, the book is also helpful for mathematicians and practitioners in deciding which programming language to use for which purposes.

At a more advanced level, special tools for the automated solution of partial differential equations using the finite element method are discussed. On a more experimental level, the basic methods of scientific machine learning in artificial neural networks are explained and illustrated.

'

Download pdf

ISBN-10

3031169719

ISBN-13

978-3031169717

Publisher

Springer

Price

0

File Type

PDF

Page No.

441

Einar Smith

Review

This book covers a lot of ground, and overall it does so very well. On nearly every page, the reader can find numerous code snippets that are explained in great detail. I can warmly recommend it to my colleagues and STEM students as a welcome resource to help them with this decision tree. (Andreas Mang, SIAM Review, Vol. 64 (2), June, 2022)

From the Back Cover

The book provides an introduction to common programming tools and methods in numerical mathematics and scientific computing. Unlike standard approaches, it does not focus on any specific language, but aims to explain the underlying ideas.

Typically, new concepts are first introduced in the particularly user-friendly Python language and then transferred and extended in various programming environments from C/C++, Julia and MATLAB to Maple and Mathematica. This includes various approaches to distributed computing. By examining and comparing different languages, the book is also helpful for mathematicians and practitioners in deciding which programming language to use for which purposes.

At a more advanced level, special tools for the automated solution of partial differential equations using the finite element method are discussed. On a more experimental level, the basic methods of scientific machine learning in artificial neural networks are explained and illustrated.

Similar Books

Advances in Computer Science for Engineering and Manufacturing (Lecture Notes in Networks and Systems Book 463)

Advances in Computer Science for Engineering and Manufacturing (Lecture Notes in Networks and Systems Book 463)

Zhengbing Hu

Software Engineering

Fundamental Approaches to Software Engineering: 25th International Conference, FASE 2022, Held as Part of the European Joint Conferences on Theory and ... Notes in Computer Science Book 13241)

Fundamental Approaches to Software Engineering: 25th International Conference, FASE 2022, Held as Part of the European Joint Conferences on Theory and ... Notes in Computer Science Book 13241)

Einar Broch Johnsen

Software Engineering

Programming Languages and Systems: 31st European Symposium on Programming, ESOP 2022, Held as Part of the European Joint Conferences on Theory and Practice ... Notes in Computer Science Book 13240)

Programming Languages and Systems: 31st European Symposium on Programming, ESOP 2022, Held as Part of the European Joint Conferences on Theory and Practice ... Notes in Computer Science Book 13240)

Ilya Sergey

Software Engineering

Accelerator Programming Using Directives: 8th International Workshop, WACCPD 2021, Virtual Event, November 14, 2021, Proceedings (Lecture Notes in Computer Science Book 13194)

Accelerator Programming Using Directives: 8th International Workshop, WACCPD 2021, Virtual Event, November 14, 2021, Proceedings (Lecture Notes in Computer Science Book 13194)

Sridutt Bhalachandra

Software Engineering

Engineering Multi-Agent Systems: 9th International Workshop, EMAS 2021, Virtual Event, May 3–4, 2021, Revised Selected Papers (Lecture Notes in Computer Science Book 13190)

Engineering Multi-Agent Systems: 9th International Workshop, EMAS 2021, Virtual Event, May 3–4, 2021, Revised Selected Papers (Lecture Notes in Computer Science Book 13190)

Natasha Alechina

Software Engineering

Inductive Logic Programming: 30th International Conference, ILP 2021, Virtual Event, October 25–27, 2021, Proceedings (Lecture Notes in Computer Science Book 13191)

Inductive Logic Programming: 30th International Conference, ILP 2021, Virtual Event, October 25–27, 2021, Proceedings (Lecture Notes in Computer Science Book 13191)

Nikos Katzouris

Software Engineering

Dependable Software Engineering. Theories, Tools, and Applications: 7th International Symposium, SETTA 2021, Beijing, China, November 25–27, 2021, Proceedings ... Notes in Computer Science Book 13071)

Dependable Software Engineering. Theories, Tools, and Applications: 7th International Symposium, SETTA 2021, Beijing, China, November 25–27, 2021, Proceedings ... Notes in Computer Science Book 13071)

Shengchao Qin

Software Engineering

Applied and Computational Optimal Control: A Control Parametrization Approach (Springer Optimization and Its Applications Book 171)

Applied and Computational Optimal Control: A Control Parametrization Approach (Springer Optimization and Its Applications Book 171)

Kok Lay Teo

Software Engineering

Formal Methods for Software Engineering: Languages, Methods, Application Domains (Texts in Theoretical Computer Science. An EATCS Series)

Formal Methods for Software Engineering: Languages, Methods, Application Domains (Texts in Theoretical Computer Science. An EATCS Series)

Markus Roggenbach

Software Engineering

The C++ Workshop: Learn to write clean, maintainable code in C++ and advance your career in software engineering

The C++ Workshop: Learn to write clean, maintainable code in C++ and advance your career in software engineering

Dale Green

Software Engineering

Hands-On Game Development with WebAssembly: Learn WebAssembly C++ programming by building a retro space game

Hands-On Game Development with WebAssembly: Learn WebAssembly C++ programming by building a retro space game

Rick Battagline

Software Engineering

SAP Intelligent RPA for Developers: Automate business processes using SAP Intelligent RPA and learn the migration path to SAP Process Automation

SAP Intelligent RPA for Developers: Automate business processes using SAP Intelligent RPA and learn the migration path to SAP Process Automation

Vijaya Kumar Ganugula

Software Engineering

Programming Languages and Systems: 31st European Symposium on Programming, ESOP 2022, Held as Part of the European Joint Conferences on Theory and Practice ... Notes in Computer Science Book 13240)

Programming Languages and Systems: 31st European Symposium on Programming, ESOP 2022, Held as Part of the European Joint Conferences on Theory and Practice ... Notes in Computer Science Book 13240)

Ilya Sergey

Software Engineering

Foundations of Software Science and Computation Structures: 25th International Conference, FOSSACS 2022, Held as Part of the European Joint Conferences ... Notes in Computer Science Book 13242)

Foundations of Software Science and Computation Structures: 25th International Conference, FOSSACS 2022, Held as Part of the European Joint Conferences ... Notes in Computer Science Book 13242)

Patricia Bouyer

Software Architecture

Accelerator Programming Using Directives: 8th International Workshop, WACCPD 2021, Virtual Event, November 14, 2021, Proceedings (Lecture Notes in Computer Science Book 13194)

Accelerator Programming Using Directives: 8th International Workshop, WACCPD 2021, Virtual Event, November 14, 2021, Proceedings (Lecture Notes in Computer Science Book 13194)

Sridutt Bhalachandra

Software Engineering

Engineering Multi-Agent Systems: 9th International Workshop, EMAS 2021, Virtual Event, May 3–4, 2021, Revised Selected Papers (Lecture Notes in Computer Science Book 13190)

Engineering Multi-Agent Systems: 9th International Workshop, EMAS 2021, Virtual Event, May 3–4, 2021, Revised Selected Papers (Lecture Notes in Computer Science Book 13190)

Natasha Alechina

Software Engineering

Parallel and Distributed Computing, Applications and Technologies: 22nd International Conference, PDCAT 2021, Guangzhou, China, December 17–19, 2021, Proceedings ... Notes in Computer Science Book 13148)

Parallel and Distributed Computing, Applications and Technologies: 22nd International Conference, PDCAT 2021, Guangzhou, China, December 17–19, 2021, Proceedings ... Notes in Computer Science Book 13148)

Hong Shen

Software Development

Services Computing – SCC 2021: 18th International Conference, Held as Part of the Services Conference Federation, SCF 2021, Virtual Event, December 10–14, ... Notes in Computer Science Book 12995)

Services Computing – SCC 2021: 18th International Conference, Held as Part of the Services Conference Federation, SCF 2021, Virtual Event, December 10–14, ... Notes in Computer Science Book 12995)

Ajay Katangur

Formal Methods for Software Engineering: Languages, Methods, Application Domains (Texts in Theoretical Computer Science. An EATCS Series)

Formal Methods for Software Engineering: Languages, Methods, Application Domains (Texts in Theoretical Computer Science. An EATCS Series)

Markus Roggenbach

Software Engineering

Kafka Up and Running for Network DevOps: Set Your Network Data in Motion

Kafka Up and Running for Network DevOps: Set Your Network Data in Motion

Eric Chou

Software Development

JMP for Mixed Models

JMP for Mixed Models

Ruth Hummel

Software Development

Programming Concurrency on the JVM: Mastering Synchronization, STM, and Actors

Programming Concurrency on the JVM: Mastering Synchronization, STM, and Actors

Venkat Subramaniam

Software Development

Seven Languages in Seven Weeks: A Pragmatic Guide to Learning Programming Languages (Pragmatic Programmers)

Seven Languages in Seven Weeks: A Pragmatic Guide to Learning Programming Languages (Pragmatic Programmers)

Bruce Tate

Software Development

Building Applications with IBM Rational Application Developer and JavaBeans

Building Applications with IBM Rational Application Developer and JavaBeans

Colette Burrus

Software Development

Inductive Logic Programming: 30th International Conference, ILP 2021, Virtual Event, October 25–27, 2021, Proceedings (Lecture Notes in Computer Science Book 13191)

Inductive Logic Programming: 30th International Conference, ILP 2021, Virtual Event, October 25–27, 2021, Proceedings (Lecture Notes in Computer Science Book 13191)

Nikos Katzouris

Software Engineering

Principles of Parallel Scientific Computing: A First Guide to Numerical Concepts and Programming Methods (Undergraduate Topics in Computer Science)

Principles of Parallel Scientific Computing: A First Guide to Numerical Concepts and Programming Methods (Undergraduate Topics in Computer Science)

Tobias Weinzierl

Programming Fundamentals

Seven Languages in Seven Weeks: A Pragmatic Guide to Learning Programming Languages (Pragmatic Programmers)

Seven Languages in Seven Weeks: A Pragmatic Guide to Learning Programming Languages (Pragmatic Programmers)

Bruce Tate

Software Development

Build Your Own Programming Language: A programmer's guide to designing compilers, interpreters, and DSLs for solving modern computing problems

Build Your Own Programming Language: A programmer's guide to designing compilers, interpreters, and DSLs for solving modern computing problems

Clinton L. Jeffery

Programming Fundamentals

Introducing Software Verification with Dafny Language: Proving Program Correctness

Introducing Software Verification with Dafny Language: Proving Program Correctness

Boro Sitnikovski

Software Development

Learn to Code Practice Book 2 Third Edition

Learn to Code Practice Book 2 Third Edition

Claire Lotriet

Programming Fundamentals

An Introduction to Formal Languages and Automata

An Introduction to Formal Languages and Automata

Peter Linz

Programming Fundamentals

Programming in Parallel with CUDA: A Practical Guide

Programming in Parallel with CUDA: A Practical Guide

Richard Ansorge

Programming Fundamentals

Invitation to Linear Programming and Game Theory

Invitation to Linear Programming and Game Theory

David C. Vella

Programming Fundamentals

Start Here! Fundamentals of Microsoft .NET Programming

Start Here! Fundamentals of Microsoft .NET Programming

Rod Stephens

Think In Code: An Introduction to Code

Think In Code: An Introduction to Code

Marcus J. Carey

Programming Fundamentals

Introduction to Programming with Fortran: With Coverage of Fortran 90, 95, 2003, 2008 and 77

Introduction to Programming with Fortran: With Coverage of Fortran 90, 95, 2003, 2008 and 77

Ian Chivers

Programming Fundamentals

Other Authors' Books

Other Publishing Books

Proceedings of International Conference on Sustainable Expert Systems: ICSES 2020 (Lecture Notes in Networks and Systems Book 176)

Proceedings of International Conference on Sustainable Expert Systems: ICSES 2020 (Lecture Notes in Networks and Systems Book 176)

Subarna Shakya

Coding Interview

Advances in Speech and Music Technology: Proceedings of FRSM 2020 (Advances in Intelligent Systems and Computing Book 1320)

Advances in Speech and Music Technology: Proceedings of FRSM 2020 (Advances in Intelligent Systems and Computing Book 1320)

Anupam Biswas

Emotional Intelligence

Expert Clouds and Applications: Proceedings of ICOECA 2022 (Lecture Notes in Networks and Systems, 444)

Expert Clouds and Applications: Proceedings of ICOECA 2022 (Lecture Notes in Networks and Systems, 444)

I. Jeena Jacob

Plant and Nanoparticles

Plant and Nanoparticles

Jen-Tsung Chen

Computational Intelligence for Water and Environmental Sciences (Studies in Computational Intelligence Book 1043)

Computational Intelligence for Water and Environmental Sciences (Studies in Computational Intelligence Book 1043)

Omid Bozorg-Haddad

Asiatic Water Buffalo: A Sustainable and Healthy Red Meat Source

Asiatic Water Buffalo: A Sustainable and Healthy Red Meat Source

Naveena B. Maheswarappa

Life Coach Training

Vapor Intrusion Simulations and Risk Assessments

Vapor Intrusion Simulations and Risk Assessments

Yijun Yao

Risk Management

Applied Computational Technologies: Proceedings of ICCET 2022 (Smart Innovation, Systems and Technologies Book 303)

Applied Computational Technologies: Proceedings of ICCET 2022 (Smart Innovation, Systems and Technologies Book 303)

Brijesh Iyer

Learning Technologies

Recent Advances in Civil Engineering: Select Proceedings of ERCAM 2021 (Lecture Notes in Civil Engineering Book 265)

Recent Advances in Civil Engineering: Select Proceedings of ERCAM 2021 (Lecture Notes in Civil Engineering Book 265)

G. Raghava

AutoCAD Civil 3D

AI and Blockchain Technology in 6G Wireless Network (Blockchain Technologies)

AI and Blockchain Technology in 6G Wireless Network (Blockchain Technologies)

Malaya Dutta Borah

Learning Technologies

Mathematical Models of Cell-Based Morphogenesis: Passive and Active Remodeling (Theoretical Biology)

Mathematical Models of Cell-Based Morphogenesis: Passive and Active Remodeling (Theoretical Biology)

Hisao Honda

Frontier Technologies in Bovine Reproduction

Frontier Technologies in Bovine Reproduction

A. Kumaresan

Learning Technologies

User Reviews

Log in first to post a comment

Rating

0

0

0

0

0

average 0

Total votes0