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    • Introduction to Scientific Programming with Python
    Authors: Sundnes, Joakim;  Advisor: -;  Co-Author: - (2020)

    This open access book offers an initial introduction to programming for scientific and computational applications using the Python programming language. The presentation style is compact and example-based, making it suitable for students and researchers with little or no prior experience in programming. The book uses relevant examples from mathematics and the natural sciences to present programming as a practical toolbox that can quickly enable readers to write their own programs for data processing and mathematical modeling. These tools include file reading, plotting, simple text analysis, and using NumPy for numerical computations, which are fundamental building blocks of all programs in data science and computational science. At the same time, readers are introduced to the fun...
    • Reversible Computation: Extending Horizons of Computing: Selected Results of the COST Action IC1405
    Authors: Ulidowski, Irek;  Advisor: -;  Co-Author: - (2020)

    This open access State-of-the-Art Survey presents the main recent scientific outcomes in the area of reversible computation, focusing on those that have emerged during COST Action IC1405 "Reversible Computation - Extending Horizons of Computing", a European research network that operated from May 2015 to April 2019. Reversible computation is a new paradigm that extends the traditional forwards-only mode of computation with the ability to execute in reverse, so that computation can run backwards as easily and naturally as forwards. It aims to deliver novel computing devices and software, and to enhance existing systems by equipping them with reversibility. There are many potential applications of reversible computation, including languages and software tools for reliable and recov...
    • Supercomputing Frontiers: 5th Asian Conference, SCFA 2019 Singapore, March 11–14, 2019 Proceedings
    Authors: Abramson, David; Supinski, Bronis R. de;  Advisor: -;  Co-Author: - (2019)

    This open access book constitutes the refereed proceedings of the 5th Asian Supercomputing Conference, SCFA 2019, held in Singapore in March 2019. The 6 full papers presented in this book were carefully reviewed and selected from 33 submissions. They cover a range of topics including memory fault handling, linear algebra, image processing, heterogeneous computing, resource usage prediction, and data caching.