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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.
Investment

Price per private group, online live training, starting from 8000 € + VAT*

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