MIRT: Michigan Image Reconstruction Toolbox (Julia version)

Workshop materials for training in scientific computing and scientific machine learning

A Julia package to perform Tikhonov regularization for small to moderate size problems.

Inverse modelling framework for dynamical systems characterised by complex dynamics.

Open-source time-Temperature inversion of thermochronometric data

A software repository for magnetotelluric research and applications

Numerical inversion package for time-domain Nuclear Magnetic Resonance (NMR) relaxation and diffusion experiments. Click on the link below for the full documentation.

Solving multiphysics-based inverse problems with learned surrogates and constraints

Computational lab to provide the students with interactive simulations that help them to comprehend the concepts of seismology.

Geostatistical Inversion

Code to reproduce results in "Reliable amortized variational inference with physics-based latent distribution correction", Geophysics 2023

Julia packages for analyzing XPS data

Code to reproduce results in "Preconditioned training of normalizing flows for variational inference in inverse problems"

Numerical solvers for the Beurling LASSO

A work-in-progress package to solve nonlinear inverse problems utilizing iterative regularization featuring classical and data-driven methods.

Probabilistic and deterministic inverse algorithms for geophysical problems and beyond.

Defining and solving many different classes of differential games quickly in Julia.

Julia code for running the numerical experiments in the paper "EnKSGD: A Class of Preconditioned Black Box Optimization and Inversion Algorithms" by Brian Irwin and Sebastian Reich.

Repository used for the code I'm writing while learning the Julia language.

Just a Julia Toolbox for Electrical Impedance Tomography(EIT).