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Duration 35 hours
Course Outline
Introduction to MATLAB for Geophysics
- The MATLAB environment and workflow.
- Basic scripting and data visualisation.
- Loading and processing geophysical datasets.
Foundations of Object-Oriented Programming
- OOP concepts: classes, objects, and encapsulation.
- Advantages of OOP in scientific computing.
- MATLAB syntax for class definition.
Creating and Managing Classes in MATLAB
- Defining properties and methods.
- Public, private, and protected access control.
- 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.
- Visualisation and plotting functions within classes.
Case Study: Geophysical Modelling Workflow
- Constructing a modular OOP framework for modelling.
- Integrating modelling algorithms as class methods.
- Exporting and documenting analysis results.
Best Practices and Optimisation
- Enhancing code readability and maintainability.
- Performance tips for large geophysical datasets.
- Version control and collaborative development.
Summary and Next Steps
Requirements
- A foundational understanding of programming concepts.
- Familiarity with the basic principles of geophysics.
- Prior exposure to MATLAB or another scientific computing environment.
Audience
- Beginner MATLAB users working in the field of geophysics.
- Geophysics researchers transitioning towards object-oriented programming.
- Professionals looking to organise geophysical data processing workflows.
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customised 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 £8000 + 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
