Basic Concepts in Computational Physics:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham [u.a.]
Springer
2014
|
| Schlagworte: | |
| Online-Zugang: | TUM01 UBT01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9783319024356 |
| DOI: | 10.1007/978-3-319-02435-6 |
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Datensatz im Suchindex
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| adam_text | BASIC CONCEPTS IN COMPUTATIONAL PHYSICS
/ A. STICKLER, BENJAMIN
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
SOME BASIC REMARKS
PART I DETERMINISTIC METHODS: NUMERICAL DIFFERENTIATION
NUMERICAL INTEGRATION
THE KEPLER PROBLEM
ORDINARY DIFFERENTIAL EQUATIONS – INITIAL VALUE PROBLEMS
THE DOUBLE PENDULUM
MOLECULAR DYNAMICS
NUMERICS OF ORDINARY DIFFERENTIAL EQUATIONS - BOUNDARY VALUE PROBLEMS
THE ONE-DIMENSIONAL STATIONARY HEAT EQUATION
THE ONE-DIMENSIONAL STATIONARY SCHROEDINGER EQUATION
NUMERICS OF PARTIAL DIFFERENTIAL EQUATIONS
PART II STOCHASTIC METHODS
PSEUDO RANDOM NUMBER GENERATORS
RANDOM SAMPLING METHODS
A BRIEF INTRODUCTION TO MONTE-CARLO METHODS
THE ISING MODEL
SOME BASICS OF STOCHASTIC PROCESSES
THE RANDOM WALK AND DIFFUSION THEORY
MARKOV-CHAIN MONTE CARLO AND THE POTTS MODEL
DATA ANALYSIS
STOCHASTIC OPTIMIZATION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
BASIC CONCEPTS IN COMPUTATIONAL PHYSICS
/ A. STICKLER, BENJAMIN
: 2014
ABSTRACT / INHALTSTEXT
WITH THE DEVELOPMENT OF EVER MORE POWERFUL COMPUTERS A NEW BRANCH OF
PHYSICS AND ENGINEERING EVOLVED OVER THE LAST FEW DECADES: COMPUTER
SIMULATION OR COMPUTATIONAL PHYSICS. IT SERVES TWO MAIN PURPOSES: -
SOLUTION OF COMPLEX MATHEMATICAL PROBLEMS SUCH AS, DIFFERENTIAL
EQUATIONS, MINIMIZATION/OPTIMIZATION, OR HIGH-DIMENSIONAL
SUMS/INTEGRALS. - DIRECT SIMULATION OF PHYSICAL PROCESSES, AS FOR
INSTANCE, MOLECULAR DYNAMICS OR MONTE-CARLO SIMULATION OF
PHYSICAL/CHEMICAL/TECHNICAL PROCESSES. CONSEQUENTLY, THE BOOK IS DIVIDED
INTO TWO MAIN PARTS: DETERMINISTIC METHODS AND STOCHASTIC METHODS. BASED
ON CONCRETE PROBLEMS, THE FIRST PART DISCUSSES NUMERICAL DIFFERENTIATION
AND INTEGRATION, AND THE TREATMENT OF ORDINARY DIFFERENTIAL EQUATIONS.
THIS IS AUGMENTED BY NOTES ON THE NUMERICS OF PARTIAL DIFFERENTIAL
EQUATIONS. THE SECOND PART DISCUSSES THE GENERATION OF RANDOM NUMBERS,
SUMMARIZES THE BASICS OF STOCHASTICS WHICH IS THEN FOLLOWED BY THE
INTRODUCTION OF VARIOUS MONTE-CARLO (MC) METHODS. SPECIFIC EMPHASIS IS
ON MARKOV CHAIN MC ALGORITHMS. ALL THIS IS AGAIN AUGMENTED BY NUMEROUS
APPLICATIONS FROM PHYSICS. THE FINAL TWO CHAPTERS ON DATA ANALYSIS AND
STOCHASTIC OPTIMIZATION SHARE THE TWO MAIN TOPICS AS A COMMON
DENOMINATOR. THE BOOK OFFERS A NUMBER OF APPENDICES TO PROVIDE THE
READER WITH MORE DETAILED INFORMATION ON VARIOUS TOPICS DISCUSSED IN THE
MAIN PART. NEVERTHELESS, THE READER SHOULD BE FAMILIAR WITH THE MOST
IMPORTANT CONCEPTS OF STATISTICS AND PROBABILITY THEORY ALBEIT TWO
APPENDICES HAVE BEEN DEDICATED TO PROVIDE A RUDIMENTARY DISCUSSION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Stickler, Benjamin A. Schachinger, Ewald |
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| discipline | Physik Mathematik |
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| spellingShingle | Stickler, Benjamin A. Schachinger, Ewald Basic Concepts in Computational Physics Chemie Informatik Mathematik Chemistry Computer science / Mathematics Engineering mathematics Physics Computerphysik (DE-588)4273564-6 gnd Mathematische Physik (DE-588)4037952-8 gnd |
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| title | Basic Concepts in Computational Physics |
| title_auth | Basic Concepts in Computational Physics |
| title_exact_search | Basic Concepts in Computational Physics |
| title_full | Basic Concepts in Computational Physics Benjamin A. Stickler ; Ewald Schachinger |
| title_fullStr | Basic Concepts in Computational Physics Benjamin A. Stickler ; Ewald Schachinger |
| title_full_unstemmed | Basic Concepts in Computational Physics Benjamin A. Stickler ; Ewald Schachinger |
| title_short | Basic Concepts in Computational Physics |
| title_sort | basic concepts in computational physics |
| topic | Chemie Informatik Mathematik Chemistry Computer science / Mathematics Engineering mathematics Physics Computerphysik (DE-588)4273564-6 gnd Mathematische Physik (DE-588)4037952-8 gnd |
| topic_facet | Chemie Informatik Mathematik Chemistry Computer science / Mathematics Engineering mathematics Physics Computerphysik Mathematische Physik Einführung |
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