Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Duration 35 hours
Course Outline
Introduction to MATLAB for Geophysics
- MATLAB environment setup and workflow
- Essential scripting and data visualization
- Importing and manipulating geophysical datasets
Foundations of Object-Oriented Programming
- Key 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 levels
- Constructors and object creation
Inheritance and Class Hierarchies
- Subclassing and overriding methods
- 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 within classes
Case Study: Geophysical Modeling Workflow
- Constructing a modular OOP framework for modeling
- Integrating modeling algorithms as class methods
- Exporting and documenting analysis outcomes
Best Practices and Optimization
- Enhancing code readability and maintainability
- Performance strategies for large geophysical datasets
- Version control and collaborative development
Summary and Next Steps
Requirements
- Foundational knowledge of programming concepts
- Aquaintance with basic geophysics principles
- Initial experience with MATLAB or other scientific computing tools
Target Audience
- Novice MATLAB users operating in geophysics
- Geophysics researchers shifting towards object-oriented programming
- Professionals looking to streamline geophysical data processing workflows
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
