murraycutforth Goto Github PK

adjoint-fun

Using the adjoint method to "discover" a new differential equation with a special solution for my dad's birthday present

cfd-art

Generate beautiful fluid visualisations using two-dimensional Godunov-type finite volume methods. This was based on my PhD research codebase, but I have repurposed it for a bit of fun here.

exploring-mpi

An educational project based around setting up a Beowulf cluster at home, and running MPI C++ codes on it.

gaussian_process_intuition

Simple visualisation of some GP priors and posteriors to help build intuition

hypernetwork_psaap

Investigations of SIREN networks for data compression and interpolation on experimental and numerical PSAAP data

kaggle-med-notes-classification

Toy code for medical notes classification problem from https://www.kaggle.com/c/medicalnotes-2019

mf-ae

monai

AI Toolkit for Healthcare Imaging

ogimet

Python script to download weather data from ogimet

openmp-matrix-multiplication

An exploration of the speed and scaling behaviour of various matrix containers in C++ for a simple matrix multiplication problem parallelised using OpenMP.

phd-1d-ghostfluidmethod

A framework for solving one or two material problems in one-dimensional fluid dynamics governed by the Euler equations using various level set ghost fluid methods.

phd-2d-allaire-diffuse

This is a multi-threaded CFD code for simulating inviscid two-fluid flow, using the five-equation model of Allaire.

phd-2d-gfm

Research code implementing various ghost fluid methods for the 2D Euler equations with two materials governed by the stiffened gas equation of state

phd-2d-hclsolver-framework

This project provides an interface from which hyperbolic conservation law solvers can inherit from. Multi-threading via openMP is defined here, so that any inheriting project is automatically parallel.

phd-common

Functions and objects which are re-used across all my PhD research codes investigating aspects of immiscible multi-material flow.

phd-exactrs-idealgas

An exact solver for the Riemann problem for the one- or two-dimensional Euler equations with ideal gas equation of state.

phd-exactrs-stiffenedgas

An exact solver for the Riemann problem for the one- or two-dimensional Euler equations with stiffened gas equation of state.

project-euler

psaap-data-science

pyextrapolation

PDE-based constant extrapolation

python-workouts

Simple python exercises from Python Workouts by Reuven Lerner

schlieren-analysis

scikit-fmm

scikit-fmm is a Python extension module which implements the fast marching method.

scottish-winter-coding

Record the daily MWIS forecasts

scottish_snow_visualisation

Streamlit app to view Sentinel-2 satellite images overlaid with terrain maps, aimed at snow patches around Scotland

sdf-generator

Create a signed distance function to a closed surface using the algebraic point set surface method, for use as an initial condition in fluid dynamics simulations.

segment-multiwell-plate

Automatically segment an image of a multiwell plate into an array of sub-images of each well

sentinelsat-snow-analysis

welch-neural-net

An intro to neural networks following the series at https://www.youtube.com/watch?v=bxe2T-V8XRs