![]() ![]() Gray PEER-TO-PEER COMPUTING: APPLICATIONS, ARCHITECTURE, PROTOCOLS, AND CHALLENGES Yu-Kwong Ricky Kwok PERFORMANCE TUNING OF SCIENTIFIC APPLICATIONS Edited by David Bailey, Robert Lucas, and Samuel Williams PETASCALE COMPUTING: ALGORITHMS AND APPLICATIONS Edited by David A. Perumalla INTRODUCTION TO SCHEDULING Yves Robert and Frédéric Vivien INTRODUCTION TO THE SIMULATION OF DYNAMICS USING SIMULINK® Michael A. Gordon and Brian Guilfoos INTRODUCTION TO REVERSIBLE COMPUTING Kalyan S. Garrido INTRODUCTION TO HIGH PERFORMANCE COMPUTING FOR SCIENTISTS AND ENGINEERS Georg Hager and Gerhard Wellein INTRODUCTION TO MODELING AND SIMULATION WITH MATLAB® AND PYTHON Steven I. Mattson, and Craig E Rasmussen INTRODUCTION TO ELEMENTARY COMPUTATIONAL MODELING: ESSENTIAL CONCEPTS, PRINCIPLES, AND PROBLEM SOLVING José M. ![]() Wes Bethel, Hank Childs, and Charles Hansen INDUSTRIAL APPLICATIONS OF HIGH-PERFORMANCE COMPUTING: BEST GLOBAL PRACTICES Edited by Anwar Osseyran and Merle Giles INTRODUCTION TO COMPUTATIONAL MODELING USING C AND OPEN-SOURCE TOOLS José M Garrido INTRODUCTION TO CONCURRENCY IN PROGRAMMING LANGUAGES Matthew J. Williams, and Katerina Antypas FROM ACTION SYSTEMS TO DISTRIBUTED SYSTEMS: THE REFINEMENT APPROACH Edited by Luigia Petre and Emil Sekerinski FUNDAMENTALS OF MULTICORE SOFTWARE DEVELOPMENT Edited by Victor Pankratius, Ali-Reza Adl-Tabatabai, and Walter Tichy FUNDAMENTALS OF PARALLEL MULTICORE ARCHITECTURE Yan Solihin THE GREEN COMPUTING BOOK: TACKLING ENERGY EFFICIENCY AT LARGE SCALE Edited by Wu-chun Feng GRID COMPUTING: TECHNIQUES AND APPLICATIONS Barry Wilkinson HIGH PERFORMANCE COMPUTING: PROGRAMMING AND APPLICATIONS John Levesque with Gene Wagenbreth HIGH PERFORMANCE PARALLEL I/O Prabhat and Quincey Koziol HIGH PERFORMANCE VISUALIZATION: ENABLING EXTREMESCALE SCIENTIFIC INSIGHT Edited by E. Gustafson EXASCALE SCIENTIFIC APPLICATIONS: SCALABILITY AND PERFORMANCE PORTABILITY Edited by Tjerk P. Vetter DATA-INTENSIVE SCIENCE Edited by Terence Critchlow and Kerstin Kleese van Dam ELEMENTS OF PARALLEL COMPUTING Eric Aubanel THE END OF ERROR: UNUM COMPUTING John L. Vetter CONTEMPORARY HIGH PERFORMANCE COMPUTING: FROM PETASCALE TOWARD EXASCALE, VOLUME TWO Edited by Jeffrey S. ![]() PUBLISHED TITLES COMBINATORIAL SCIENTIFIC COMPUTING Edited by Uwe Naumann and Olaf Schenk CONTEMPORARY HIGH PERFORMANCE COMPUTING: FROM PETASCALE TOWARD EXASCALE Edited by Jeffrey S. Introduction to Modeling and Simulation with MATLAB® and Python Chapman & Hall/CRC Computational Science Series SERIES EDITOR Horst Simon Deputy Director Lawrence Berkeley National Laboratory Berkeley, California, U.S.A. Table of contents : Content: INTRODUCTION TO COMPUTATIONAL MODELINGThe Importance of Computational ScienceHow Modeling Has Contributed to Advances in Science and EngineeringThe Modeling ProcessExercisesReferencesINTRODUCTION TO PROGRAMMING ENVIRONMENTSThe MATLAB Programming EnvironmentThe Python EnvironmentDETERMINISTIC LINEAR MODELSSelecting a Mathematical Representation for a Model Linear Models and Linear EquationsLinear InterpolationSystems of Linear EquationsLimitations of Linear ModelsExercisesReferencesARRAY MATHEMATICS IN MATLAB AND PYTHONIntroduction to Arrays and MatricesBrief Overview of Matrix MathematicsMatrix Operations in MATLABMatrix Operations in PythonExercisesPLOTTINGPlotting in MATLABPlotting in PythonExercisesPROBLEM SOLVINGOverviewBottle Filling ExampleTools for Program DevelopmentBottle Filling Example continuedExercises CONDITIONAL STATEMENTSRelational OperatorsLogical OperatorsConditional StatementsExercisesITERATION AND LOOPSFor LoopsWhile LoopsControl StatementsExercisesNON-LINEAR AND DYNAMIC MODELSModeling Complex SystemsSystems DynamicsModeling Physical and Social PhenomenaReferences ESTIMATING MODELS FROM EMPIRICAL DATAUsing Data to Build Forecasting ModelsFitting a Mathematical Function to DataExercisesReferences STOCHASTIC MODELSIntroductionCreating a Stochastic ModelRandom Number Generators in MATLAB and PythonA Simple Code ExampleExamples of Larger Scale Stochastic ModelsExercisesReferences FUNCTIONSMATLAB FunctionsPython FunctionsExercisesVERIFICATION, VALIDATION, AND ERRORSIntroductionErrorsVerification and ValidationExercisesReferences CAPSTONE PROJECTSIntroductionProject GoalsProject Descriptions Citation preview ![]()
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