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Duration 35 hours
Course Outline
Introduction to MATLAB for Geophysics
- The MATLAB environment and workflow
- Basic scripting and data visualization techniques
- Processing and managing geophysical datasets
Foundations of Object-Oriented Programming
- Core OOP concepts: classes, objects, and encapsulation
- Advantages of OOP in scientific computing
- Syntax for defining classes in MATLAB
Creating and Managing Classes in MATLAB
- Defining properties and methods
- Public, private, and protected access levels
- Constructors and object instantiation
Inheritance and Class Hierarchies
- Subclassing and method overriding
- Abstract classes and interfaces
- Polymorphism in MATLAB OOP
Applying OOP to Geophysical Data Analysis
- Designing classes for seismic, gravity, and magnetic data
- Data preprocessing and filtering methods
- Visualization and plotting functions integrated within classes
Case Study: Geophysical Modeling Workflow
- Developing a modular OOP framework for modeling
- Integrating modeling algorithms as class methods
- Exporting and documenting analysis results
Best Practices and Optimization
- Enhancing code readability and maintainability
- Performance optimization for large geophysical datasets
- Version control and collaborative development
Summary and Next Steps
Requirements
- A fundamental grasp of programming concepts
- Akwnowledge of basic geophysics principles
- Prior exposure to MATLAB or similar scientific computing platforms
Target Audience
- Introductory MATLAB users specializing in geophysics
- Geophysics researchers adopting object-oriented programming
- Professionals looking to streamline geophysical data processing workflows
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 6500 € + VAT*
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Testimonials (2)
The many examples and the building of the code from start to finish.
Toon - Draka Comteq Fibre B.V.
Course - Introduction to Image Processing using Matlab
Many useful exercises, well explained