Computational Visualization
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Computational Visualization
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Author : Thomas Strothotte
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Computational Visualization written by Thomas Strothotte and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
An introduction to the use of abstraction in interactive computer graphics, emphasizing zooming and rendering techniques and discussing benefits for medical and technical applications.
Computational Modeling And Visualization Of Physical Systems With Python
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Author : Jay Wang
language : en
Publisher: John Wiley & Sons
Release Date : 2015-12-21
Computational Modeling And Visualization Of Physical Systems With Python written by Jay Wang and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-21 with Science categories.
Computational Modeling, by Jay Wang introduces computational modeling and visualization of physical systems that are commonly found in physics and related areas. The authors begin with a framework that integrates model building, algorithm development, and data visualization for problem solving via scientific computing. Through carefully selected problems, methods, and projects, the reader is guided to learning and discovery by actively doing rather than just knowing physics.
Simulation And Visualization On The Grid
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Author : Björn Engquist
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Simulation And Visualization On The Grid written by Björn Engquist and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Science categories.
It is now 30 years since the network for digital communication, the ARPA-net, first came into operation. Since the first experiments with sending electronic mail and performing file transfers, the development of networks has been truly remarkable. Today's Internet continues to develop at an exponential rate that even surpasses that of computing and storage technologies. About five years after being commercialized, it has become as pervasive as the tele phone had become 30 years after its initial deployment. In the United States, the size of the Internet industry already exceeds that of the auto industry, which has been in existence for about 100 years. The exponentially increas ing capabilities of communication, computing, and storage systems is also reshaping the way science and engineering are pursued. Large-scale simulation studies in chemistry, physics, engineering, and sev eral other disciplines may now produce data sets of ,several terabytes or petabytes. Similarly, almost all measurements today produce data in digital form, whether from collections of sensors, three-dimensional digital images, or video. These data sets often represent complex phenomena that require rich visualization capabilities and efficient data-mining techniques to under stand. Furthermore, the data may be produced and archived in several differ ent locations, and the analysis carried out by teams with members at several locations-possibly distinct from those with significant storage, computation, or visualization facilities. The emerging computational Grids enable the transparent use of remote instruments, computational and data resources.
An Investigation Of Issues And Techniques In Highly Interactive Computational Visualization
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Author : Michael J. McGuffin
language : en
Publisher:
Release Date : 2007
An Investigation Of Issues And Techniques In Highly Interactive Computational Visualization written by Michael J. McGuffin and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with categories.
Computers have changed the nature of data visualization in two important ways. First, computers allow increasingly large data sets to be automatically processed. Thus, much research effort has focused on increasing the speed and quality of graphical rendering, to accommodate data sets having greater cardinality, resolution, number of dimensions, etc.Second, computers enable interactive exploration of different views and depictions of the same data over time. Although interactive visualization is now a norm, we argue that strategies for easing and improving this interaction are relatively underexploited, and show this in three case studies. Each study involves the design and implementation of novel techniques to aid visualization in some application domain. We assert the usefulness of a small set of guiding design goals for interactive visualization that are: to ease input, to augment output over space by increasing and improving output in any given state, and to augment output over time by using smooth transitions between states. The utility of these goals is demonstrated, firstly, through the results of each case study driven in part by the goals, and secondly, by using the experience gained from the case studies to generate a set of concrete design guidelines that specify how to better achieve the design goals, and that can be applied in future design work.The first study considers visualization of 3D volumetric data, and uses spatial deformations to reduce occlusion and increase the visibility of internal surfaces of the data. The second involves visualizing and browsing a rooted tree, and uses a space-filling algorithm to automatically increase the number of nodes visible to the user. The third examines visualization of genealogical graphs, and develops layout techniques to avoid crowding of nodes and edge crossings.Each of the three studies pays attention to the meaningful subsets that exist within the data, and how to exploit these subsets during interaction. Each study also introduces an interaction technique enabling rapid and light-weight traversal of entire sequences of states, with visually continuous transitions across states. Following the case studies, the issues encountered are analyzed, a taxonomy of parameter manipulation is developed, and guidelines for future design are generated to help achieve the original design goals.Taken individually, each case study contributes significantly to its domain in the specific aspects it investigates. Furthermore, the relative variety in our case studies results in a broad perspective with which to analyze the issues encountered. The unified contribution of the work lies in demonstrating multiple ways of pursuing the design goals, and in the design guidelines subsequently generated that can be applied to situations beyond our cases studies.
Handbook Of Data Visualization
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Author : Chun-houh Chen
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-12-18
Handbook Of Data Visualization written by Chun-houh Chen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-12-18 with Computers categories.
Visualizing the data is an essential part of any data analysis. Modern computing developments have led to big improvements in graphic capabilities and there are many new possibilities for data displays. This book gives an overview of modern data visualization methods, both in theory and practice. It details modern graphical tools such as mosaic plots, parallel coordinate plots, and linked views. Coverage also examines graphical methodology for particular areas of statistics, for example Bayesian analysis, genomic data and cluster analysis, as well software for graphics.
High Performance Visualization
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Author : E. Wes Bethel
language : en
Publisher: CRC Press
Release Date : 2012-10-25
High Performance Visualization written by E. Wes Bethel and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-25 with Computers categories.
Visualization and analysis tools, techniques, and algorithms have undergone a rapid evolution in recent decades to accommodate explosive growth in data size and complexity and to exploit emerging multi- and many-core computational platforms. High Performance Visualization: Enabling Extreme-Scale Scientific Insight focuses on the subset of scientific visualization concerned with algorithm design, implementation, and optimization for use on today’s largest computational platforms. The book collects some of the most seminal work in the field, including algorithms and implementations running at the highest levels of concurrency and used by scientific researchers worldwide. After introducing the fundamental concepts of parallel visualization, the book explores approaches to accelerate visualization and analysis operations on high performance computing platforms. Looking to the future and anticipating changes to computational platforms in the transition from the petascale to exascale regime, it presents the main research challenges and describes several contemporary, high performance visualization implementations. Reflecting major concepts in high performance visualization, this book unifies a large and diverse body of computer science research, development, and practical applications. It describes the state of the art at the intersection of scientific visualization, large data, and high performance computing trends, giving readers the foundation to apply the concepts and carry out future research in this area.
In Situ Visualization For Computational Science
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Author : Hank Childs
language : en
Publisher: Springer Nature
Release Date : 2022-05-04
In Situ Visualization For Computational Science written by Hank Childs and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-04 with Mathematics categories.
This book provides an overview of the emerging field of in situ visualization, i.e. visualizing simulation data as it is generated. In situ visualization is a processing paradigm in response to recent trends in the development of high-performance computers. It has great promise in its ability to access increased temporal resolution and leverage extensive computational power. However, the paradigm also is widely viewed as limiting when it comes to exploration-oriented use cases. Furthermore, it will require visualization systems to become increasingly complex and constrained in usage. As research efforts on in situ visualization are growing, the state of the art and best practices are rapidly maturing. Specifically, this book contains chapters that reflect state-of-the-art research results and best practices in the area of in situ visualization. Our target audience are researchers and practitioners from the areas of mathematics computational science, high-performance computing, and computer science that work on or with in situ techniques, or desire to do so in future.
Visualization In Supercomputing
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Author : Raul H. Mendez
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Visualization In Supercomputing written by Raul H. Mendez and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
Massive amounts of numeric data are far more comprehensible when converted into graphical form. Hence visualization is becoming an integral part of many areas of research. The idea of visualization is not new, but techniques for visualization are still being developed, and visualization research is just beginning to be recognized as a cornerstone of future computer science. As scientists handle increasingly complex problems with computers, visualization will become an even more essential tool for extracting sense from numbers. This volume is a collection of the best papers selected from those presented at the August 1988 Visualization in Supercomputing Conference in Tokyo, Japan. It is divided into three parts: visualization applications, hardware and performance, and visualization theory. Subjects covered include visualization methods used in computational fluid dynamics research, time-to-solution aspects of visualization, the use of parallel/vector computers with finite element method systems, basic computational performance of two graphics supercomputers, and the applicability of the volume imaging concept in various fields.
Mathematical Principles For Scientific Computing And Visualization
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Author : Gerald Farin
language : en
Publisher: CRC Press
Release Date : 2008-10-21
Mathematical Principles For Scientific Computing And Visualization written by Gerald Farin and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-10-21 with Mathematics categories.
This non-traditional introduction to the mathematics of scientific computation describes the principles behind the major methods, from statistics, applied mathematics, scientific visualization, and elsewhere, in a way that is accessible to a large part of the scientific community. Introductory material includes computational basics, a review of coordinate systems, an introduction to facets (planes and triangle meshes) and an introduction to computer graphics. The scientific computing part of the book covers topics in numerical linear algebra (basics, solving linear system, eigen-problems, SVD, and PCA) and numerical calculus (basics, data fitting, dynamic processes, root finding, and multivariate functions). The visualization component of the book is separated into three parts: empirical data, scalar values over 2D data, and volumes.
Computational Visualization Of Scalar Fields
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Author : Marco Ament
language : en
Publisher:
Release Date : 2014
Computational Visualization Of Scalar Fields written by Marco Ament and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.