8.8. Tutorials

• 8.8.1. Tutorial 1: Writing your own tangent-linear and adjoint code
  • 8.8.1.1. Forward model
    • 8.8.1.1.1. Getting the finite difference gradient from the Forward model
  • 8.8.1.2. Tangent linear mode
  • 8.8.1.3. Adjoint mode
    • 8.8.1.3.1. Forward mode with tape used for adjoint
    • 8.8.1.3.2. Code for adjoint mode
• 8.8.2. Tutorial 2: Using Tapenade for a mountain glacier model
  • 8.8.2.1. Mountain glacier model
    • 8.8.2.1.1. Model description
    • 8.8.2.1.2. Model parameters
    • 8.8.2.1.3. Discretization and Finite Volumes solution
    • 8.8.2.1.4. What sensitivities are we interested in?
  • 8.8.2.2. Forward Model code
  • 8.8.2.3. Finite Differences for validation
  • 8.8.2.4. Tangent Linear model
    • 8.8.2.4.1. Generating Tangent Linear model code using Tapenade
  • 8.8.2.5. Adjoint Model
    • 8.8.2.5.1. Generating Adjoint model code using Tapenade
  • 8.8.2.6. Driver Routine
  • 8.8.2.7. Combining all compilation commands into a Makefile
  • 8.8.2.8. Results
  • 8.8.2.9. A note on Binomial Checkpointing
    • 8.8.2.9.1. What is Checkpointing?
    • 8.8.2.9.2. What is Binomial Checkpointing?
    • 8.8.2.9.3. How to use Binomial Checkpointing with Tapenade?
• 8.8.3. Tutorial 3: Validating results of SICOPOLIS adjoint and tangent linear mode with Finite differences
  • 8.8.3.1. Validation using automated Python script
  • 8.8.3.2. Results