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Duration 35 hours
Course Outline
Introduction to MATLAB for Geophysics
- Navigating the MATLAB environment and establishing workflows
- Essential scripting and data visualization techniques
- Techniques for loading and manipulating geophysical datasets
Foundations of Object-Oriented Programming
- Core OOP concepts: classes, objects, and encapsulation
- The advantages of adopting OOP in scientific computing
- Using MATLAB syntax to define classes
Creating and Managing Classes in MATLAB
- Defining class properties and methods
- Managing public, private, and protected access levels
- Using constructors and instantiating objects
Inheritance and Class Hierarchies
- Implementing subclassing and method overriding
- Utilizing abstract classes and interfaces
- Understanding polymorphism in MATLAB OOP
Applying OOP to Geophysical Data Analysis
- Designing classes for seismic, gravity, and magnetic data
- Implementing data preprocessing and filtering methods
- Creating visualization and plotting functions within class structures
Case Study: Geophysical Modeling Workflow
- Constructing a modular OOP framework for modeling tasks
- Integrating modeling algorithms as specific class methods
- Exporting and documenting analysis outcomes
Best Practices and Optimization
- Enhancing code readability and long-term maintainability
- Optimizing performance for large-scale geophysical datasets
- Implementing version control and collaborative development strategies
Summary and Next Steps
Requirements
- A solid grasp of fundamental programming concepts
- Knowledge of basic geophysics principles
- Initial experience with MATLAB or a similar scientific computing platform
Target Audience
- Beginner MATLAB users engaged in geophysical work
- Geophysics researchers looking to adopt object-oriented programming
- Professionals aiming 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 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