7.6.2. Tutorials

• 7.6.2.1. Tutorial 1 : Writing your own tangent-linear and adjoint code
  • 7.6.2.1.1. Forward model
    • Getting the finite difference gradient from the Forward model
  • 7.6.2.1.2. Tangent linear mode
  • 7.6.2.1.3. Adjoint mode
    • Forward mode with tape used for adjoint
    • Code for adjoint mode
• 7.6.2.2. Tutorial 2 : Using Tapenade for a mountain glacier model
  • 7.6.2.2.1. Mountain glacier model
    • Model description
    • Model parameters
    • Discretization and Finite Volumes solution
    • What sensitivities are we interested in?
  • 7.6.2.2.2. Forward Model code
  • 7.6.2.2.3. Finite Differences for validation
  • 7.6.2.2.4. Tangent Linear model
    • Generating Tangent Linear model code using Tapenade
  • 7.6.2.2.5. Adjoint Model
    • Generating Adjoint model code using Tapenade
  • 7.6.2.2.6. Driver Routine
  • 7.6.2.2.7. Combining all compilation commands into a Makefile
  • 7.6.2.2.8. Results
  • 7.6.2.2.9. A note on Binomial Checkpointing
    • What is Checkpointing?
    • What is Binomial Checkpointing?
    • How to use Binomial Checkpointing with Tapenade?
• 7.6.2.3. Tutorial 3 : Validating results of SICOPOLIS adjoint and tangent linear mode with Finite differences
  • 7.6.2.3.1. Validation using automated Python script
  • 7.6.2.3.2. Results