An example implementation of dual number-based tangent linear and adjoint models. This repository contains the code for a simple nutrient-phytoplankton-zooplankton (NPZ) model, including its nonlinear code and dual number-based tangent linear and adjoint code. It also includes a code to test the consistency between models.
All that is needed is a Python 3 installation with numpy and (optionally) matplotlib.
To see if it is all working, try running the NPZ nonlinear and tangent linear model (requires matplotlib):
python3 NPZmodel.py
or perform a series of dot-product tests:
python3 dotproduct_test.py
- Jann Paul Mattern jpmattern
This project is licensed under the Apache License - see the LICENSE.md file for details.