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adapt_utils

Mesh adaptation utilities for coastal ocean modelling in Firedrake and Thetis.

adjoint_hydro_morphodynamic

The accompanying code for the paper "Calibration, inversion and sensitivity analysis for hydro-morphodynamic models through the application of adjoint methods" submitted to Computers & Geosciences

clustering_wind_resources

Code repository to accompany "An unsupervised learning approach for predicting wind farm power and downstream wakes using weather patterns" paper.

firedrake-tutorial

Introduction to Firedrake

introduction-to-python-programming-for-mpecdt

Introduction to programming for new students in the Centre for Doctoral Training in Mathematics of Planet Earth. Based on the book "A Primer on Scientific Programming with Python" by Hans Petter Langtangen.

mariana-numerical-assignment

mlmc_xbeach

mlmf_coastal

Python wrapper to implement the Multilevel Multifidelity Monte Carlo method (MLMF) in coastal problems.

morphodynamic_model

The accompanying code for the paper "Hydro-morphodynamics 2D modelling using a discontinuous Galerkin discretisation" submitted to Computers & Geosciences

planets

prob_forecast_bnn

pyadjoint

The algorithmic differentation tool pyadjoint and add-ons.

resnet_weather

This repository contains code to train a direct residual convolutional neural network on weather data.

sbeach

shap

A game theoretic approach to explain the output of any machine learning model.

wetting_and_drying