Introduction to Plasma Dynamics
Introduction to Plasma Dynamics

Author: A. I. Morozov

Publisher: CRC Press

Published: 2012-12-06

Total Pages: 828

ISBN-13: 1439881332

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As the twenty-first century progresses, plasma technology will play an increasing role in our lives, providing new sources of energy, ion-plasma processing of materials, wave electromagnetic radiation sources, space plasma thrusters, and more. Studies of the plasma state of matter not only accelerate technological developments but also improve the

Exascale Scientific Applications
Exascale Scientific Applications

Author: Tjerk P. Straatsma

Publisher: CRC Press

Published: 2017-11-13

Total Pages: 607

ISBN-13: 1351999249

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Describes practical programming approaches for scientific applications on exascale computer systems Presents strategies to make applications performance portable Provides specific solutions employed in current application porting and development Illustrates domain science software development strategies based on projected trends in supercomputing technology and architectures Includes contributions from leading experts involved in the development and porting of scientific codes for current and future high performance computing resources

Modern Methods in Collisional-Radiative Modeling of Plasmas
Modern Methods in Collisional-Radiative Modeling of Plasmas

Author: Yuri Ralchenko

Publisher: Springer

Published: 2016-02-25

Total Pages: 220

ISBN-13: 3319275143

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This book provides a compact yet comprehensive overview of recent developments in collisional-radiative (CR) modeling of laboratory and astrophysical plasmas. It describes advances across the entire field, from basic considerations of model completeness to validation and verification of CR models to calculation of plasma kinetic characteristics and spectra in diverse plasmas. Various approaches to CR modeling are presented, together with numerous examples of applications. A number of important topics, such as atomic models for CR modeling, atomic data and its availability and quality, radiation transport, non-Maxwellian effects on plasma emission, ionization potential lowering, and verification and validation of CR models, are thoroughly addressed. Strong emphasis is placed on the most recent developments in the field, such as XFEL spectroscopy. Written by leading international research scientists from a number of key laboratories, the book offers a timely summary of the most recent progress in this area. It will be a useful and practical guide for students and experienced researchers working in plasma spectroscopy, spectra simulations, and related fields.

Machine Learning, Optimization, and Data Science
Machine Learning, Optimization, and Data Science

Author: Giuseppe Nicosia

Publisher: Springer Nature

Published: 2022-02-01

Total Pages: 667

ISBN-13: 3030954676

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This two-volume set, LNCS 13163-13164, constitutes the refereed proceedings of the 7th International Conference on Machine Learning, Optimization, and Data Science, LOD 2021, together with the first edition of the Symposium on Artificial Intelligence and Neuroscience, ACAIN 2021. The total of 86 full papers presented in this two-volume post-conference proceedings set was carefully reviewed and selected from 215 submissions. These research articles were written by leading scientists in the fields of machine learning, artificial intelligence, reinforcement learning, computational optimization, neuroscience, and data science presenting a substantial array of ideas, technologies, algorithms, methods, and applications.