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# name: CI | ||
# on: | ||
# push: | ||
# branches: | ||
# - master | ||
# tags: ['*'] | ||
# pull_request: | ||
# workflow_dispatch: | ||
# concurrency: | ||
# # Skip intermediate builds: always. | ||
# # Cancel intermediate builds: only if it is a pull request build. | ||
# group: ${{ github.workflow }}-${{ github.ref }} | ||
# cancel-in-progress: ${{ startsWith(github.ref, 'refs/pull/') }} | ||
# jobs: | ||
# test: | ||
# name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }} - ${{ github.event_name }} | ||
# runs-on: ${{ matrix.os }} | ||
# timeout-minutes: 60 | ||
# permissions: # needed to allow julia-actions/cache to proactively delete old caches that it has created | ||
# actions: write | ||
# contents: read | ||
# strategy: | ||
# fail-fast: false | ||
# matrix: | ||
# version: | ||
# - '1.10' | ||
# - '1.6' | ||
# - 'pre' | ||
# os: | ||
# - ubuntu-latest | ||
# arch: | ||
# - x64 | ||
# steps: | ||
# - uses: actions/checkout@v4 | ||
# - uses: julia-actions/setup-julia@v2 | ||
# with: | ||
# version: ${{ matrix.version }} | ||
# arch: ${{ matrix.arch }} | ||
# - uses: julia-actions/cache@v2 | ||
# - uses: julia-actions/julia-buildpkg@v1 | ||
# - uses: julia-actions/julia-runtest@v1 | ||
name: CI | ||
on: | ||
push: | ||
branches: | ||
- master | ||
tags: ['*'] | ||
pull_request: | ||
workflow_dispatch: | ||
concurrency: | ||
# Skip intermediate builds: always. | ||
# Cancel intermediate builds: only if it is a pull request build. | ||
group: ${{ github.workflow }}-${{ github.ref }} | ||
cancel-in-progress: ${{ startsWith(github.ref, 'refs/pull/') }} | ||
jobs: | ||
test: | ||
name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }} - ${{ github.event_name }} | ||
runs-on: ${{ matrix.os }} | ||
timeout-minutes: 60 | ||
permissions: # needed to allow julia-actions/cache to proactively delete old caches that it has created | ||
actions: write | ||
contents: read | ||
strategy: | ||
fail-fast: false | ||
matrix: | ||
version: | ||
- '1.10' | ||
- '1.6' | ||
- 'pre' | ||
os: | ||
- ubuntu-latest | ||
arch: | ||
- x64 | ||
steps: | ||
- uses: actions/checkout@v4 | ||
- uses: julia-actions/setup-julia@v2 | ||
with: | ||
version: ${{ matrix.version }} | ||
arch: ${{ matrix.arch }} | ||
- uses: julia-actions/cache@v2 | ||
- uses: julia-actions/julia-buildpkg@v1 | ||
- uses: julia-actions/julia-runtest@v1 |
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/Manifest.toml | ||
test.jl | ||
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docs/Manifest.toml | ||
docs/build |
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# NMRInversions.jl | ||
<p align="center"> | ||
<img width=450 src="./logo/logo.svg"/> | ||
<img width=400 src="./logo/logo.svg"/> | ||
</p> | ||
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This package can be used to easily perform numerical inversions for 1D and 2D NMR relaxation and diffusion measurements. | ||
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The default method is Tikhonov regularization, where the optimal smoothing term is determinded through generalized cross-validation, as described in [Mitchell et al 2012](https://doi.org/10.1016/j.pnmrs.2011.07.002). | ||
A GUI is implemented as an extension through the use of the [GLMakie](https://github.com/MakieOrg/Makie.jl) package, which enables interactive visualisation for 2D NMR maps. | ||
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A GUI is implemented as an extension through the use of the [GLMakie](https://github.com/MakieOrg/Makie.jl) package, which enables interactive visualisation for 2D NMR experiments. | ||
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For more details, please refer to the documentation. | ||
For more details, please refer to the documentation (link coming soon!). | ||
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If you have any problems or questions, please feel free to [submit an issue](https://github.com/arismavridis/NMRInversions.jl/issues). |
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[deps] | ||
Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4" |
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using Documenter, NMRInversions | ||
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makedocs(sitename="NMRInversions.jl", | ||
pages=["Overview" => "index.md", | ||
"Tutorial" => "tutorial.md", | ||
"Theory" => "theory.md", | ||
"Types and Functions" => "functions.md" | ||
] | ||
) | ||
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|
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This page contains the documentation for various useful functions that can be used. |
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Welcome to the NMRInversions.jl package! | ||
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Hopefully this documentation will provide all the information you need to get started. | ||
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You can download the Julia programming language by following [this link](https://julialang.org/downloads/). | ||
Afterwards, you can either use the REPL by finding the Julia .exe file in your computer, or you can use VScode, | ||
which provides an environment similar to MATLAB with the use of the [julia extension](https://www.julia-vscode.org/) | ||
(follow link for installation instructions). | ||
Of course, if you already have a preferred development workflow and you know what you're doing, by all means go for it. | ||
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The package can be installed by running the following command on the julia console: | ||
``` | ||
using Pkg ; Pkg.add("NMRInversions") | ||
``` | ||
This needs to be done only once (unless you swap environment, more on that [here](https://pkgdocs.julialang.org/v1/environments/)). | ||
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Here are some examples on how to use the package. | ||
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# 1D inversion | ||
Suppose we would like to perform an inversion for a CPMG experiment. | ||
We need some data to work with, so let's create some. | ||
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```julia | ||
using NMRInversions | ||
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# Define the experiment's time acquisition range (in seconds) | ||
x = collect(range(0.0001,2,500)) | ||
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# Range of relaxation times | ||
X = exp10.(range(-5, 1, 128)) | ||
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# Create a kernel matrix | ||
K = create_kernel(CPMG, x, X) | ||
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# Create a distribution of relaxation times | ||
f_custom = [0.5exp.(-(x)^2 / 3) + exp.(-(x - 1.3)^2 / 0.5) for x in range(-5, 5, length(X))] | ||
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# Use the "forward problem" to create the NMR signal from the T2 distribution | ||
g = K * f_custom | ||
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# Add some noise to the data | ||
y = g + 0.005 * maximum(g) .* randn(length(x)) | ||
``` | ||
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Now we have the data, the inversion can be performed using a single line of code! | ||
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```julia | ||
results = invert(CPMG, x, y, alpha=gcv) | ||
``` | ||
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And the results can easily be visualised through the GLMakie extension of the package. | ||
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```julia | ||
using GLMakie | ||
plot(results) | ||
``` | ||
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The `results` variable is an `inv_out_1D` structure, which contains all the relevant information produced by the `inversion` function. | ||
To access that information, we can look at the fields of the structure using the dot notation. | ||
The field names can be shown by using the REPL help mode (typing ? at the julia> prompt), | ||
and typing the variable's name (in this case ?results). | ||
Alternatively, running `@doc results` will also give you the same answers. | ||
For example, the vector of values for the relaxation time distribution can be accessed as `results.f` | ||
and the regularization parameter can be accessed as `results.alpha`. | ||
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In the example above, the arguments we fed into the `invert()` function were the pulse sequence, | ||
the time values, and the NMR signal corresponding to each time value. | ||
Importing data using function such as `import_spinsolve` make things simpler, | ||
since they return an `input1D` structure which can be used directly in the `invert` function as: | ||
```julia | ||
invert(import_spinsolve()) | ||
``` | ||
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# 2D inversion | ||
Let's try with a T1-T2 experiment, using the IR-CPMG sequence. | ||
Again, we start by creating some data. | ||
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# Importing data | ||
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This package offfers functions to easily import data from various instruments into input1D / input2D structures to be used by the inversion functions. | ||
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## Spinsolve format | ||
## Geospec format | ||
## Stelar format |
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