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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.
Investment

Price per private group, online live training, starting from 6500 € + VAT*

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