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  • CSI 678: Times Series Analysis and Forecasting

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with STAT 658 Modeling stationary and nonstationary processes; autoregressive, moving average and mixed model processes; hidden periodicity models; properties of models; autocovariance and autocorrelation functions, and partial autocorrelation function; spectral density functions; identification of models; estimation of model parameters, and forecasting techniques. Prerequisites STAT 544 or CSI 672, or permission of instructor. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • CSI 685: Fundamentals of Materials Science

    3.00 Credits
    George Mason University

    Credits: 3 Covers fundamental concepts, methods, and applications of materials science; structure of modern materials such as metallic alloys and compounds, ceramic materials, semiconductors, polymers, and nanostructured materials; materials properties including mechanical, thermal, and electric; experimental methods of materials characterization; application of computers in materials science; and elements of materials design. Prerequisites Undergraduate degree in physics, chemistry, materials, electrical or mechanical engineering, or related sciences; or permission of instructor. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • CSI 687: Solid State Physics and Applications

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with PHYS 512 Covers crystal structures, binding, lattice vibrations, free electron model, metals, semiconductors and semiconductor devices, superconductivity, and magnetism. Prerequisites PHYS 502 or equivalent. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • CSI 700: Numerical Methods

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with MATH 685/OR 682 Covers computational techniques for solving science, engineering problems. Develops algorithms to treat typical problems in applications, emphasizing types of data encountered in practice. Covers theoretical development as well as implementation, efficiency, and accuracy issues in using algorithms and interpreting results. When applicable, uses computer graphical techniques to enhance interpretation. Prerequisites MATH 203 and 214, and some programming experience. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • CSI 701: Foundations of Computational Science

    3.00 Credits
    George Mason University

    Credits: 3 Covers mapping of mathematical models to computer software, including all aspects of developing scientific software such as architecture, data structures, advanced numerical algorithms, languages, documentation, optimization, validation, verification, and software reuse. Examples in bioinformatics, computational biology, computational physics, and global change demonstrate scientific advances enabled by computation. Class projects involve working in teams to develop software that implements mathematical models, using software to address important scientific questions, and conducting computational experiments with it. Prerequisites Competency in UNIX and programming at CSI 601-604 level, and CSI 700; or permission of instructor. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • CSI 702: High-Performance Computing

    3.00 Credits
    George Mason University

    Credits: 3 Hardware and software associated with high-performance scientific computing. Computer architectures, processor design, programming paradigms, parallel and vector algorithms. Emphasizes importance of software scalability in science problems. Prerequisites CSI 700 and 701; or permission of instructor. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • CSI 703: Scientific and Statistical Visualization

    3.00 Credits
    George Mason University

    Credits: 3 Covers visualization methods used to provide new insights and intuition concerning measurements of natural phenomena, and scientific and mathematical models. Presents case studies from myriad disciplines. Topics include human perception and cognition, introduction to graphics laboratory, elements of graphing data, representation of space-time and vector variables, representation of 3-D and higher dimensional data, dynamic graphical methods, and virtual reality. Work on a visualization project required. Emphasizes software tools on Silicon Graphics workstation, but other workstations and software may be used. Prerequisites STAT 554 or CS 652, or permission of instructor. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • CSI 709: Topics in Computational Sciences and Informatics

    3.00 Credits
    George Mason University

    Credits: 3 Covers selected topics in computational sciences and informatics not covered in fixed-content computational sciences and informatics courses. Prerequisites Admission to PhD program, and permission of instructor. Notes May be repeated for credit as needed. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • CSI 710: Scientific Databases

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with IT 864 Study of database support for scientific data management. Covers requirements and properties of scientific databases, data models for statistical and scientific databases, semantic and object-oriented modeling of application domains, statistical database query languages and query optimization, advanced logic query languages, and case studies such as the human genome project and Earth-orbiting satellites. Prerequisites INFS 614 or equivalent, or permission of instructor. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • CSI 711: Chemical Thermodynamics and Kinetics

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with CHEM 633 Advanced study of thermodynamics and kinetics. Covers application of kinetics to elucidation of reaction mechanisms, and application of statistical thermodynamics to theory of elementary reaction rates. Prerequisites CHEM 331 and 332. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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