From fce3bf80d908d8ede3057886328637bc4cd101cc Mon Sep 17 00:00:00 2001 From: arismav Date: Sat, 22 Mar 2025 15:32:47 +0000 Subject: [PATCH 01/16] typos addressed --- paper/paper.md | 26 +++++++++++++------------- 1 file changed, 13 insertions(+), 13 deletions(-) diff --git a/paper/paper.md b/paper/paper.md index 3674778..fc03946 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -1,11 +1,11 @@ --- -title: 'NMRInversions.jl, a julia package for time-domain Nuclear Magnetic Resonance' +title: 'NMRInversions.jl, a Julia package for time-domain Nuclear Magnetic Resonance' date: 04 November 2024 tags: - Magnetic Resonance - NMR relaxation - NMR diffusion - - julia + - Julia - Inverse problems - Numerical inversion authors: @@ -28,7 +28,7 @@ bibliography: paper.bib This package provides a library of functions as a user-friendly interface for performing time-domain Nuclear Magnetic Resonance (NMR) data processing and visualizations. -It is aimed towards NMR users who are not necessarily familiar with the julia programming language, +It is aimed towards NMR users who are not necessarily familiar with the Julia programming language, or even programming in general. Functionality includes importing data from various NMR instrument formats, @@ -41,32 +41,32 @@ NMR relaxation and diffusion methods are popular in various fields of science and engineering, with applications including studying the properties of porous rocks, catalyst supports and biological tissues, among many others. -However, many users of such experimental techniques are not fully familliar with -the technical aspects of the numerical inversioninvolved in the data processing, +However, many users of such experimental techniques are not fully familiar with +the technical aspects of the numerical inversion involved in the data processing, and sometimes find it challenging to write their own algorithms. This package can cover the needs of users who would like a very simple interface for everyday data processing, while retaining the ability to dive into the details and have control over every step of the process if needed. -The julia programming language [@bezanson2017julia] is an excellent option for such a package, since it -provides user-friendly, high level syntax which is similar to MATLAB, whitout any +The Julia programming language [@bezanson2017Julia] is an excellent option for such a package, since it +provides user-friendly, high level syntax which is similar to MATLAB, without any compromise when it comes to computational performance. It's a thriving ecosystem for scientific computing applications, -with several optimization libaries able to tackle the problems arising in NMR applications. +with several optimization libraries able to tackle the problems arising in NMR applications. Julia's capabilities can enable easy integration with the latest advances from the literature, without the need for writing solvers in low-level languages for performance purposes, -in line with julia's philosophy of solving the "two language problem". +in line with Julia's philosophy of solving the "two language problem". -Additionally, julia's "multiple dispatch" +Additionally, Julia's "multiple dispatch" allow us to use the same function names for different operations, depending on the function inputs. This enables our package to be more user-friendly, as it -reduces the ammount of functions that need to be memorized. +reduces the number of functions that need to be memorized by the user. Instrument manufactures often provide algorithms similar to the ones provided in this package, however, -they are often part of graphical user interfaces, which don't offer costumization opportunities, +they are often part of graphical user interfaces, which don't offer customization opportunities, and lack the flexibility of writing scripts to efficiently process large sets of data. Furthermore, general efforts should be made in improving the reproducibility of scientific research, @@ -101,7 +101,7 @@ Mathematical notation in the source code mostly follows the aforementioned sourc # Acknowledgements The authors would like to acknowledge funding from bp-ICAM and the EPSRC, and support from the ICAM69 project mentors, Mark Sankey and Kuhan Chellappah. -Furthermore, A. Mavridis would like to thank the julia community for numerous +Furthermore, A. Mavridis would like to thank the Julia community for numerous helpful discussions around the topic. # References From 8ba4815559197034c7b768a2a8e103b4d6b91521 Mon Sep 17 00:00:00 2001 From: arismav Date: Sat, 22 Mar 2025 21:24:21 +0000 Subject: [PATCH 02/16] add installation section --- docs/src/index.md | 44 -------------------------------------------- 1 file changed, 44 deletions(-) diff --git a/docs/src/index.md b/docs/src/index.md index dcddc9b..084ce79 100644 --- a/docs/src/index.md +++ b/docs/src/index.md @@ -2,50 +2,6 @@ Welcome to the NMRInversions.jl package! Hopefully this documentation will provide all the information you need to get started. -!!! info "Installing julia" - You can download the julia programming language by following [this link](https://julialang.org/downloads/). - Afterwards, you can either use the julia console (aka 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. - -!!! info "Installing the package" - The package can be installed by running the following command on the julia console: - ``` - using Pkg ; Pkg.add("NMRInversions") - ``` - This usually takes a while, but it needs to be done only once - (unless you swap environment, more on that - [here](https://pkgdocs.julialang.org/v1/environments/)). - - Afterwards, you can use the package by running - ``` - using NMRInversions - ``` - in your julia console, every time you start a new session. - - - Whenever a new version comes up, you can run: - ``` - using Pkg ; Pkg.update("NMRInversions") - ``` - to update the package. - -!!! info "GLMakie extension" - The package provides an extension for interactive visualization, - using the GLMakie package. To gain access to these capabilities, - you also need to install GLMakie: - ``` - using Pkg ; Pkg.add("GLMakie") - ``` - And to use it, you need to run - ``` - using GLMakie - ``` - in order to access the plotting functions. For more details on how to use the package, you can start by refering to the [tutorial](tutorial.md) section. From 0ca40ecb4f9fea0679befee22ffb498fa1f58214 Mon Sep 17 00:00:00 2001 From: arismav Date: Sat, 22 Mar 2025 21:24:59 +0000 Subject: [PATCH 03/16] add installation section --- docs/src/installation.md | 44 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 44 insertions(+) create mode 100644 docs/src/installation.md diff --git a/docs/src/installation.md b/docs/src/installation.md new file mode 100644 index 0000000..fcbfbac --- /dev/null +++ b/docs/src/installation.md @@ -0,0 +1,44 @@ +!!! info "Installing Julia" + You can download the Julia programming language by following [this link](https://Julialang.org/downloads/). + Afterwards, you can either use the Julia console (aka 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. + +!!! info "Installing the package" + The package can be installed by running the following command on the Julia console: + ``` + using Pkg ; Pkg.add("NMRInversions") + ``` + This usually takes a while, but it needs to be done only once + (unless you swap environment, more on that + [here](https://pkgdocs.Julialang.org/v1/environments/)). + + Afterwards, you can use the package by running + ``` + using NMRInversions + ``` + in your Julia console, every time you start a new session. + + + Whenever a new version comes up, you can run: + ``` + using Pkg ; Pkg.update("NMRInversions") + ``` + to update the package. + +!!! info "GLMakie extension" + The package provides an extension for interactive visualization, + using the GLMakie package. To gain access to these capabilities, + you also need to install GLMakie: + ``` + using Pkg ; Pkg.add("GLMakie") + ``` + And to use it, you need to run + ``` + using GLMakie + ``` + in order to access the plotting functions. From 41f349fd15ef045ffd1ba59edbc4406092213cb0 Mon Sep 17 00:00:00 2001 From: arismav Date: Sat, 22 Mar 2025 21:30:59 +0000 Subject: [PATCH 04/16] capitalize julia to Julia --- docs/src/functions.md | 8 ++++---- docs/src/types_structs.md | 2 +- paper/paper.md | 1 - 3 files changed, 5 insertions(+), 6 deletions(-) diff --git a/docs/src/functions.md b/docs/src/functions.md index 1c856a0..13aa2f5 100644 --- a/docs/src/functions.md +++ b/docs/src/functions.md @@ -3,14 +3,14 @@ This page contains the documentation for various useful functions in the NMRInversions package. !!! tip - From the julia command line, you can enter '?', + From the Julia command line, you can enter '?', followed by the name of any function, struct, or object you want to learn more about (try it!). - After typing `using NMRInversions` in the julia console, + After typing `using NMRInversions` in the Julia console, this feature will work for all the functions mentioned below. !!! info - In julia, function definitions look like this: + In Julia, function definitions look like this: ``` foo(x, y, z ; a, b) ``` @@ -85,7 +85,7 @@ invert(::Type{<:pulse_sequence1D}, ::AbstractArray, ::Vector) invert(::input1D) ``` -Due to julia's multiple dispatch, +Due to Julia's multiple dispatch, it is possible to define a function with the same name but different arguments, to achieve different results. diff --git a/docs/src/types_structs.md b/docs/src/types_structs.md index 4340802..812169a 100644 --- a/docs/src/types_structs.md +++ b/docs/src/types_structs.md @@ -1,7 +1,7 @@ # Types and Structures -In order to take advantage of julia's multiple dispatch, +In order to take advantage of Julia's multiple dispatch, we need to define some structures which can be used as input to our functions. !!! info diff --git a/paper/paper.md b/paper/paper.md index fc03946..14efa3c 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -44,7 +44,6 @@ porous rocks, catalyst supports and biological tissues, among many others. However, many users of such experimental techniques are not fully familiar with the technical aspects of the numerical inversion involved in the data processing, and sometimes find it challenging to write their own algorithms. - This package can cover the needs of users who would like a very simple interface for everyday data processing, while retaining the ability to dive into the details and have control over every step of the process if needed. 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zy7gSe*au{k?iK}Ed{^Db55O#;oja9rx-{w5`0s!dOwFQD@NBa7PX4QYk97>qEXNi6{TYQ(2H-lB=5c}x^rR>$8?BUH zdua~TJgXob%>IZt#^`ar8ZOkyw?#|qum&(0rKqHr1(#G1O4LQvgUA-W8cIOE6=>Zw zDcF2iQ?nS#Xa*YKd^Znaul{a38m(`aBFMd@Dc?nS+Ru^CY)8=x{X1lmJK>&!VPhnVU7CZ#B*y zsP*+9%HF<)8m3Ru3-4QA{pl0@9tW@<8NuD+*PknR){rs{x9}{83zCW literal 0 HcmV?d00001 diff --git a/docs/src/index.md b/docs/src/index.md index 084ce79..acf7697 100644 --- a/docs/src/index.md +++ b/docs/src/index.md @@ -2,7 +2,12 @@ Welcome to the NMRInversions.jl package! Hopefully this documentation will provide all the information you need to get started. - - -For more details on how to use the package, you can start by refering to the [tutorial](tutorial.md) section. - +- The [Theory](theory.md) section should provide some info on what the package is about. +- For more details on how to use it, you can start by refering to the + [tutorial](tutorial.md) section. +- To understand how things really work, please have a look at the + [Functions](functions.md) and [Types and Structures](types_structs.md) sections. +- If you have any problems or questions, please feel free to + [submit an issue](https://github.com/aris-mav/NMRInversions.jl/issues). +- If you would like to contribute to the package, you may start with one of + the [existing issues](https://github.com/aris-mav/NMRInversions.jl/issues). diff --git a/docs/src/tutorial.md b/docs/src/tutorial.md index 825cf80..4251882 100644 --- a/docs/src/tutorial.md +++ b/docs/src/tutorial.md @@ -68,6 +68,78 @@ plot(invert(import_spinsolve())) Note that the workflow above can work for both 1D and 2D inversions! +This is how some full examples would look like: + +```julia +using NMRInversions, GLMakie + +path = ".../NMRInversions.jl/example_data/csv_files/graphene_CPMG.csv" +data = import_csv(IR, path) +results = invert(data) +plot(results) +``` +The resulting plot will look like: + +![Resulting plot](./assets/1D_gui.png) + +Notice that benath the ``T_2`` distribution there's a slider. +You can move the ends of it to select a region within the limits +defined by the red veritical lines. +Then you can use the following options: +- `Label current selection` will highlight the selected region + and add some text in the plot with the weighed average ``T_2`` + of that region. +- `Filter-out current selection` will remove the selected region + from the distribution, and it will update the fit and the residuals + accordingly on the plot. +- `Reset selections` gets you back where you started, removes any + selections and brings back filtered-out regions. +- `Save and exit` will bring up a window so that you can save your + plot as a .png (without the buttons and the slider). + +Let's look at a 2D example as well: + + +```julia +using NMRInversions, GLMakie + +paths = [".../NMRInversions.jl/example_data/spinsolve_IRCPMG/T1IRT2.dat", + ".../NMRInversions.jl/example_data/spinsolve_IRCPMG/aqcu.par"] +data = import_spinsolve(paths) +results = invert(data) +plot(results) +``` +![Resulting plot](./assets/2D_gui.png) + +Similarly, now we can select regions by clicking at points within +the plot which enclose a region of interest. Then, we can : + +- `Label current selection` will highlight the selected polygon + with a dashed line and add some text in the plot with the weighed + average ``T_1/T_2`` of that region, as well as the volume fraction of it. +- `Filter-out unselected` will remove everything outside the polygon. +- `Cancel current selection` will discard the current polygon in + case you do not like what you selected. +- `Reset everything` will get you back to the original state, + removing selections and restoring filtered-out regions. +- `Save and exit` will bring up a window so that you can save your + plot as a .png (without the buttons). + +There are also some options to change the appearance of the plot, in +terms of colormap, contour levels and toggling between filled and non-filled +contours. You can also add a title to the plot, which will be saved. + +If you have multiple results, you can pass them as a matrix or vector +into the `plot()` function as: + +```julia +plot([results results ; resutls results]) +``` +![Resulting plot](./assets/multiple_plots.png) + +Of course, it would be more interesting if it wasn't four +copies of the same results, but you get the point. + # Using the expfit function In a similar way, we can perform various exponential From 22e1cd28dd1ab0f8695af07ae06f7c21d6bbdf19 Mon Sep 17 00:00:00 2001 From: arismav Date: Sun, 23 Mar 2025 08:36:28 +0000 Subject: [PATCH 06/16] added joss status --- README.md | 2 +- docs/src/tutorial.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 0c382c8..14a1307 100644 --- a/README.md +++ b/README.md @@ -4,7 +4,7 @@

[![CI](https://github.com/aris-mav/NMRInversions.jl/actions/workflows/CI.yml/badge.svg)](https://github.com/aris-mav/NMRInversions.jl/actions/workflows/CI.yml) - +[![status](https://joss.theoj.org/papers/ad59c8b34ac785bfdff155d4e579a086/status.svg)](https://joss.theoj.org/papers/ad59c8b34ac785bfdff155d4e579a086) This package can be used to easily perform numerical inversions for 1D and 2D NMR relaxation and diffusion measurements. diff --git a/docs/src/tutorial.md b/docs/src/tutorial.md index 4251882..86db6f1 100644 --- a/docs/src/tutorial.md +++ b/docs/src/tutorial.md @@ -111,7 +111,7 @@ plot(results) ``` ![Resulting plot](./assets/2D_gui.png) -Similarly, now we can select regions by clicking at points within +Similarly, now we can select regions by left-clicking at points within the plot which enclose a region of interest. Then, we can : - `Label current selection` will highlight the selected polygon From af7569c34468fbf07795fcb2778afff8ea5d1741 Mon Sep 17 00:00:00 2001 From: arismav Date: Sun, 23 Mar 2025 09:04:49 +0000 Subject: [PATCH 07/16] paper edits --- paper/paper.md | 18 ++++++++---------- 1 file changed, 8 insertions(+), 10 deletions(-) diff --git a/paper/paper.md b/paper/paper.md index 14efa3c..ac8c8b8 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -32,7 +32,7 @@ It is aimed towards NMR users who are not necessarily familiar with the Julia pr or even programming in general. Functionality includes importing data from various NMR instrument formats, -performing phase-correction on raw data, fitting exponential decays using numerical inversions, +performing phase-correction on raw data, fitting multi-exponential curves , and visualizing the results in a straightforward manner. # Statement of need @@ -40,24 +40,22 @@ and visualizing the results in a straightforward manner. NMR relaxation and diffusion methods are popular in various fields of science and engineering, with applications including studying the properties of porous rocks, catalyst supports and biological tissues, among many others. - -However, many users of such experimental techniques are not fully familiar with -the technical aspects of the numerical inversion involved in the data processing, -and sometimes find it challenging to write their own algorithms. -This package can cover the needs of users who would like a very simple interface for everyday data processing, -while retaining the ability to dive into the details and have control over every step of the process -if needed. +The numerical inversion algorithms involved in the data processing can be quite +daunting towards users who are not very familiar with linear algebra, optimization, +or programming environments. +This package can cover the needs of users who would like a very simple interface for +everyday data processing, without assuming any knowledge on the topic, while retaining +the ability to dive into the details and have control over every step of the process +if needed, once experience is acquired. The Julia programming language [@bezanson2017Julia] is an excellent option for such a package, since it provides user-friendly, high level syntax which is similar to MATLAB, without any compromise when it comes to computational performance. It's a thriving ecosystem for scientific computing applications, with several optimization libraries able to tackle the problems arising in NMR applications. - Julia's capabilities can enable easy integration with the latest advances from the literature, without the need for writing solvers in low-level languages for performance purposes, in line with Julia's philosophy of solving the "two language problem". - Additionally, Julia's "multiple dispatch" allow us to use the same function names for different operations, depending on the function inputs. 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a/docs/src/tutorial.md b/docs/src/tutorial.md index baf1e2f..5c9f6dc 100644 --- a/docs/src/tutorial.md +++ b/docs/src/tutorial.md @@ -133,7 +133,7 @@ If you have multiple results, you can pass them as a matrix or vector into the `plot()` function as: ```julia -plot([results results ; resutls results]) +plot([results results ; results results]) ``` ![Resulting plot](./assets/multiple_plots.png) @@ -143,7 +143,7 @@ copies of the same results, but you get the point. ## Using the expfit function In a similar way, we can perform various exponential -fits to the imported data using the `expfit` function. +fits with the imported data using the `expfit` function. ```julia using NMRInversions, GLMakie From d63f4f08a7497cd3b06c02b2827c52e7c4a70d48 Mon Sep 17 00:00:00 2001 From: arismav Date: Sun, 23 Mar 2025 14:44:22 +0000 Subject: [PATCH 10/16] added references --- docs/Project.toml | 1 + docs/make.jl | 13 +++- docs/src/assets/citations.css | 18 ++++++ docs/src/functions.md | 2 +- docs/src/index.md | 7 ++- docs/src/references.md | 4 ++ docs/src/refs.bib | 111 ++++++++++++++++++++++++++++++++++ docs/src/theory.md | 18 +++--- docs/src/types_structs.md | 3 +- 9 files changed, 165 insertions(+), 12 deletions(-) create mode 100644 docs/src/assets/citations.css create mode 100644 docs/src/refs.bib diff --git a/docs/Project.toml b/docs/Project.toml index f581b0b..ca3def0 100644 --- a/docs/Project.toml +++ b/docs/Project.toml @@ -1,5 +1,6 @@ [deps] Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4" +DocumenterCitations = "daee34ce-89f3-4625-b898-19384cb65244" DocumenterTools = "35a29f4d-8980-5a13-9543-d66fff28ecb8" GLMakie = "e9467ef8-e4e7-5192-8a1a-b1aee30e663a" LiveServer = "16fef848-5104-11e9-1b77-fb7a48bbb589" diff --git a/docs/make.jl b/docs/make.jl index 03df0e9..69ca61a 100644 --- a/docs/make.jl +++ b/docs/make.jl @@ -1,5 +1,12 @@ using Documenter, NMRInversions, GLMakie +using DocumenterCitations + +bib = CitationBibliography( + joinpath(@__DIR__, "src", "refs.bib"); + style=:numeric +) + makedocs(sitename="NMRInversions.jl", authors = "Aristarchos Mavridis", @@ -18,7 +25,11 @@ makedocs(sitename="NMRInversions.jl", "Saving data" => "savefiles.md", "References" => "references.md" ], - checkdocs=:none + checkdocs=:none, + format = Documenter.HTML( + assets=String["assets/citations.css"], + ), + plugins=[bib] ) deploydocs( diff --git a/docs/src/assets/citations.css b/docs/src/assets/citations.css new file mode 100644 index 0000000..39eba03 --- /dev/null +++ b/docs/src/assets/citations.css @@ -0,0 +1,18 @@ +.citation dl { + display: grid; + grid-template-columns: max-content auto; } +.citation dt { + grid-column-start: 1; } +.citation dd { + grid-column-start: 2; + margin-bottom: 0.75em; } +.citation ul { + padding: 0 0 2.25em 0; + margin: 0; + list-style: none !important;} +.citation ul li { + text-indent: -2.25em; + margin: 0.33em 0.5em 0.5em 2.25em;} +.citation ol li { + padding-left:0.75em;} + diff --git a/docs/src/functions.md b/docs/src/functions.md index 13aa2f5..46d46a1 100644 --- a/docs/src/functions.md +++ b/docs/src/functions.md @@ -115,7 +115,7 @@ lcurve(::Real; kwargs...) lcurve(::Real, ::Real ; kwargs...) ``` -The `gcv()` method (from Mithcell 2012) usually involves the least amount of +The `gcv()` method [Mitchell2012](@cite) usually involves the least amount of function calls and it is thus much faster, thus used as the default option. If you want more precision, the univariate or box methods should be used instead. Note that `gcv()` will NOT work for `pdhgm()` solver, so you'll have to choose diff --git a/docs/src/index.md b/docs/src/index.md index acf7697..e6bce2b 100644 --- a/docs/src/index.md +++ b/docs/src/index.md @@ -1,11 +1,16 @@ Welcome to the NMRInversions.jl package! +Functionality includes : +- Importing NMR data of various formats. +- Performing numerical inversions with sensible default settings. +- Interactive visualization through the Makie extension. + Hopefully this documentation will provide all the information you need to get started. - The [Theory](theory.md) section should provide some info on what the package is about. - For more details on how to use it, you can start by refering to the [tutorial](tutorial.md) section. -- To understand how things really work, please have a look at the +- To understand how things really work, have a look at the [Functions](functions.md) and [Types and Structures](types_structs.md) sections. - If you have any problems or questions, please feel free to [submit an issue](https://github.com/aris-mav/NMRInversions.jl/issues). diff --git a/docs/src/references.md b/docs/src/references.md index e69de29..78f29bc 100644 --- a/docs/src/references.md +++ b/docs/src/references.md @@ -0,0 +1,4 @@ +# References + +```@bibliography +``` diff --git a/docs/src/refs.bib b/docs/src/refs.bib new file mode 100644 index 0000000..a7b8e15 --- /dev/null +++ b/docs/src/refs.bib @@ -0,0 +1,111 @@ +@article{bezanson2017julia, + title={Julia: A fresh approach to numerical computing}, + author={Bezanson, Jeff and Edelman, Alan and Karpinski, Stefan and Shah, Viral B}, + journal={SIAM review}, + volume={59}, + number={1}, + pages={65--98}, + year={2017}, + publisher={SIAM}, + doi={10.1137/141000671} +} + +@article{Fordham2017, + author = {Fordham, Edmund and Venkataramanan, Lalitha and Mitchell, Jonathan and Valori, Andrea}, + year = {2017}, + month = {10}, + pages = {}, + title = {What are, and what are not, Inverse Laplace Transforms}, + volume = {29}, + journal = {Diffusion Fundamentals}, + doi = {10.62721/diffusion-fundamentals.29.952} +} + + +@article{Mitchell2012, + author = {Mitchell, Jonathan and Chandrasekera, T.C. and Gladden, L.F.}, + year = {2012}, + month = {04}, + pages = {34-50}, + title = {Numerical estimation of relaxation and diffusion distributions in two dimensions}, + volume = {62}, + journal = {Progress in nuclear magnetic resonance spectroscopy}, + doi = {10.1016/j.pnmrs.2011.07.002} +} + + +@book{Hansen2010, + title={Discrete inverse problems: Insight and algorithms}, + publisher={Society for Industrial and Applied Mathematics}, + author={Hansen, Per Christian}, + year={2010} +} + +@article{BPP, + title = {Relaxation Effects in Nuclear Magnetic Resonance Absorption}, + author = {Bloembergen, N. and Purcell, E. M. and Pound, R. V.}, + journal = {Phys. Rev.}, + volume = {73}, + issue = {7}, + pages = {679--712}, + year = {1948}, + month = {Apr}, + publisher = {American Physical Society}, + doi = {10.1103/PhysRev.73.679}, +} + +@article{Chand2018, + title = {Numerical inversion methods for recovering negative amplitudes in two-dimensional nuclear magnetic resonance relaxation-time correlations}, + author = {Chandrasekera, Thusara C. and Mitchell, Jonathan}, + journal = {Phys. Rev. E}, + volume = {98}, + issue = {4}, + pages = {043308}, + numpages = {19}, + year = {2018}, + month = {Oct}, + publisher = {American Physical Society}, + doi = {10.1103/PhysRevE.98.043308}, + url = {https://link.aps.org/doi/10.1103/PhysRevE.98.043308} +} + +@article{Song2002, + title = {T1–T2 Correlation Spectra Obtained Using a Fast Two-Dimensional Laplace Inversion}, + journal = {Journal of Magnetic Resonance}, + volume = {154}, + number = {2}, + pages = {261-268}, + year = {2002}, + issn = {1090-7807}, + doi = {https://doi.org/10.1006/jmre.2001.2474}, + url = {https://www.sciencedirect.com/science/article/pii/S1090780701924747}, + author = {Y.-Q. Song and L. Venkataramanan and M.D. Hürlimann and M. Flaum and P. Frulla and C. Straley}, + abstract = {Spin relaxation is a sensitive probe of molecular structure and dynamics. Correlation of relaxation time constants, such as T1 and T2, conceptually similar to the conventional multidimensional spectroscopy, have been difficult to determine primarily due to the absense of an efficient multidimensional Laplace inversion program. We demonstrate the use of a novel computer algorithm for fast two-dimensional inverse Laplace transformation to obtain T1–T2 correlation functions. The algorithm efficiently performs a least-squares fit on two-dimensional data with a nonnegativity constraint. We use a regularization method to find a balance between the residual fitting errors and the known noise amplitude, thus producing a result that is found to be stable in the presence of noise. This algorithm can be extended to include functional forms other than exponential kernels. We demonstrate the performance of the algorithm at different signal-to-noise ratios and with different T1–T2 spectral characteristics using several brine-saturated rock samples.} +} + +@article{Reci2017, + title = {Obtaining sparse distributions in 2D inverse problems}, + journal = {Journal of Magnetic Resonance}, + volume = {281}, + pages = {188-198}, + year = {2017}, + issn = {1090-7807}, + doi = {https://doi.org/10.1016/j.jmr.2017.05.010}, + url = {https://www.sciencedirect.com/science/article/pii/S1090780717301362}, + author = {A. Reci and A.J. Sederman and L.F. Gladden}, + keywords = { regularization, Inverse problems, 2D NMR correlation experiments, 2D inverse Laplace transformation}, + abstract = {The mathematics of inverse problems has relevance across numerous estimation problems in science and engineering. L1 regularization has attracted recent attention in reconstructing the system properties in the case of sparse inverse problems; i.e., when the true property sought is not adequately described by a continuous distribution, in particular in Compressed Sensing image reconstruction. In this work, we focus on the application of L1 regularization to a class of inverse problems; relaxation-relaxation, T1–T2, and diffusion-relaxation, D–T2, correlation experiments in NMR, which have found widespread applications in a number of areas including probing surface interactions in catalysis and characterizing fluid composition and pore structures in rocks. We introduce a robust algorithm for solving the L1 regularization problem and provide a guide to implementing it, including the choice of the amount of regularization used and the assignment of error estimates. We then show experimentally that L1 regularization has significant advantages over both the Non-Negative Least Squares (NNLS) algorithm and Tikhonov regularization. It is shown that the L1 regularization algorithm stably recovers a distribution at a signal to noise ratio<20 and that it resolves relaxation time constants and diffusion coefficients differing by as little as 10%. The enhanced resolving capability is used to measure the inter and intra particle concentrations of a mixture of hexane and dodecane present within porous silica beads immersed within a bulk liquid phase; neither NNLS nor Tikhonov regularization are able to provide this resolution. This experimental study shows that the approach enables discrimination between different chemical species when direct spectroscopic discrimination is impossible, and hence measurement of chemical composition within porous media, such as catalysts or rocks, is possible while still being stable to high levels of noise.} +} + +@ARTICLE{Venka2002, + author={Venkataramanan, L. and Yi-Qiao Song and Hurlimann, M.D.}, + journal={IEEE Transactions on Signal Processing}, + title={Solving Fredholm integrals of the first kind with tensor product structure in 2 and 2.5 dimensions}, + year={2002}, + volume={50}, + number={5}, + pages={1017-1026}, + keywords={Tensile stress;Kernel;Density functional theory;Nuclear magnetic resonance;Constraint optimization;Random variables;Image restoration;Magnetic field measurement;Gaussian noise;Additive noise}, + doi={10.1109/78.995059} +} + diff --git a/docs/src/theory.md b/docs/src/theory.md index c76187a..59eba5c 100644 --- a/docs/src/theory.md +++ b/docs/src/theory.md @@ -1,14 +1,16 @@ # Theory What follows is a rough explanation of what this package is about. -If you're looking for more rigor, please refer to the sources in the -References section. If you believe something mentioned below is wrong, -please [submit an issue](https://github.com/arismavridis/NMRInversions.jl/issues/new). +If you're looking for more rigor, please refer to sources +[Hansen2010, Mitchell2012, Song2002, Venka2002](@cite) +in the +[References](references.md) section. If you believe something mentioned below is wrong +or misleading, please [submit an issue](https://github.com/arismavridis/NMRInversions.jl/issues/new). ## Exponentials in NMR For NMR relxation and diffusion experiments in liquids, we expect the results we get to look more or less like an exponential decay -or recovery, as described by the BPP theory. +or recovery, as described by the BPP theory [BPP](@cite). To obtain useful information from NMR experiments, we can use different exponential forms, according to the pulse sequence used. @@ -111,12 +113,12 @@ However the resulting ``f`` would be terrible for a few reasons: - Even small amounts of noise in the data would mess up the results due to the very large [condition number](https://en.wikipedia.org/wiki/Condition_number) of the ``K`` matrix. -- Since there **will** be some amount of noise in ``g``, we would not want our fit curve - (``Kf``) to be exactly equal to the data (``g``), since that would involve fiting the - noise. +- Since there **will** be some amount of noise in ``g``, we would not even want our fit + curve (``Kf``) to be exactly equal to the data (``g``), since that would involve fiting + the noise. - Negative values in ``f`` would be okay with this method, which does not make much sense since we can't have negative amounts of relaxation times - ([unless you have a reason to allow that](https://doi.org/10.1103/PhysRevE.98.043308)). + (unless you have a reason to allow that [Chand2018](@cite)). This is a textbook example of an [inverse problem](https://en.wikipedia.org/wiki/Inverse_problem). diff --git a/docs/src/types_structs.md b/docs/src/types_structs.md index 812169a..c853358 100644 --- a/docs/src/types_structs.md +++ b/docs/src/types_structs.md @@ -28,7 +28,8 @@ IRCPMG ## Inversion solvers These are used to let the invert fucntion know which solver to use. They can be used as input to the `invert` function as the 'solver' argument. -(e.g., `invert(data, solver=brd)` or `invert(data, solver=pdhgm(10,0.1) )`). +(e.g., `invert(data, solver=brd)` [Song2002](@cite) or +`invert(data, solver=pdhgm(10,0.1) )`) [reci2017](@cite). ```@docs brd From 69a691ffc76aa7ad7364503b2b117c0d43de723c Mon Sep 17 00:00:00 2001 From: arismav Date: Sun, 23 Mar 2025 14:46:53 +0000 Subject: [PATCH 11/16] typo --- docs/src/types_structs.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/src/types_structs.md b/docs/src/types_structs.md index c853358..4443cc4 100644 --- a/docs/src/types_structs.md +++ b/docs/src/types_structs.md @@ -29,7 +29,7 @@ IRCPMG These are used to let the invert fucntion know which solver to use. They can be used as input to the `invert` function as the 'solver' argument. (e.g., `invert(data, solver=brd)` [Song2002](@cite) or -`invert(data, solver=pdhgm(10,0.1) )`) [reci2017](@cite). +`invert(data, solver=pdhgm(10,0.1) )`) [Reci2017](@cite). ```@docs brd From d891948b925cfb69345e24d4fe53782f17b3df5e Mon Sep 17 00:00:00 2001 From: arismav Date: Sun, 23 Mar 2025 14:53:42 +0000 Subject: [PATCH 12/16] improved headings --- docs/src/functions.md | 13 ++++++------- docs/src/references.md | 2 -- docs/src/savefiles.md | 6 ++---- docs/src/theory.md | 2 -- docs/src/types_structs.md | 3 --- 5 files changed, 8 insertions(+), 18 deletions(-) diff --git a/docs/src/functions.md b/docs/src/functions.md index 46d46a1..61a6399 100644 --- a/docs/src/functions.md +++ b/docs/src/functions.md @@ -1,4 +1,3 @@ -# Functions This page contains the documentation for various useful functions in the NMRInversions package. @@ -41,7 +40,7 @@ functions in the NMRInversions package. but the name of each argument must be specified. For more information, please refer to [this link](https://docs.julialang.org/en/v1/manual/functions/). -# Importing data functions +## Importing data This package offers some functions to import NMR experiment data of various formats. Alternatively, you can of course import your data however you see fit. If a format you're working with is not yet supported, @@ -76,7 +75,7 @@ import_geospec(::String) ``` -# Inversion functions +## Inversion The most important function is `invert()`, which is the main function of the package. It works as follows: @@ -98,7 +97,7 @@ invert(::Type{<:pulse_sequence2D}, ::AbstractVector, ::AbstractVector, ::Abstrac invert(::input2D) ``` -# Finding alpha +## Finding alpha Here we provide two options for finding the optimal value for alpha, namely Generalized Cross Validation (GCV) or L-curve. Generally gcv seems slightly more reliable in NMR, but it's far from @@ -121,7 +120,7 @@ If you want more precision, the univariate or box methods should be used instead Note that `gcv()` will NOT work for `pdhgm()` solver, so you'll have to choose an alternative explicitly when using that solver. -# Exponential fit functions +## Exponential fits For 1D data, we can use the `expfit` function to perform multiexponential fits. We can use the function by specifying either the number of exponential components, @@ -139,7 +138,7 @@ it's best to define some starting points close to these. -# Plotting functions +## Plotting This package offers plotting capabilities, using its GLMakie extension. Simply use `using GLMakie` before or after `using NMRInversions` @@ -175,7 +174,7 @@ plot(::NMRInversions.expfit_struct) plot!(::Union{Makie.Figure,Makie.GridPosition}, ::NMRInversions.expfit_struct ) ``` -# Miscellaneous functions +## Miscellaneous Once you have selected some peaks in your inversion results through the GUI, you might want to extract the weighted averages of these selected peaks, diff --git a/docs/src/references.md b/docs/src/references.md index 78f29bc..e4c9781 100644 --- a/docs/src/references.md +++ b/docs/src/references.md @@ -1,4 +1,2 @@ -# References - ```@bibliography ``` diff --git a/docs/src/savefiles.md b/docs/src/savefiles.md index 5850f06..866efe7 100644 --- a/docs/src/savefiles.md +++ b/docs/src/savefiles.md @@ -1,5 +1,3 @@ -# Saving data - Julia provides the Serialization.jl package to save and load data in a binary format. This provides us with a straightforward way to save our results in a file, and load them later if we need to check what's inside them. @@ -8,7 +6,7 @@ load them later if we need to check what's inside them. Serialization.jl is part of the standard library, and thus it can be used without installation. -# Saving results +## Saving results Assuming that we have a variable `results` which contains our data, (e.g., `results` is a `inv_out_2D` structure), @@ -30,7 +28,7 @@ results = deserialize("results.dat") Note that we use a .dat extension above, but you can use whatever extension you like, as long as it makes sense to you. -# Saving plots +## Saving plots You can use the 'save' function provided by `GLMakie` to save plots. diff --git a/docs/src/theory.md b/docs/src/theory.md index 59eba5c..e1e1004 100644 --- a/docs/src/theory.md +++ b/docs/src/theory.md @@ -1,5 +1,3 @@ -# Theory - What follows is a rough explanation of what this package is about. If you're looking for more rigor, please refer to sources [Hansen2010, Mitchell2012, Song2002, Venka2002](@cite) diff --git a/docs/src/types_structs.md b/docs/src/types_structs.md index 4443cc4..a30c446 100644 --- a/docs/src/types_structs.md +++ b/docs/src/types_structs.md @@ -1,6 +1,3 @@ - -# Types and Structures - In order to take advantage of Julia's multiple dispatch, we need to define some structures which can be used as input to our functions. From 63c0e6cc12af7496393c9a8e4b688a56b29429a9 Mon Sep 17 00:00:00 2001 From: aris Date: Tue, 8 Apr 2025 12:59:59 +0100 Subject: [PATCH 13/16] added goals and how to contribute in overview --- docs/src/index.md | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/docs/src/index.md b/docs/src/index.md index e6bce2b..6c48bb8 100644 --- a/docs/src/index.md +++ b/docs/src/index.md @@ -1,9 +1,13 @@ Welcome to the NMRInversions.jl package! +The goal is to provide an easy-to-use interface to process NMR +relaxation and diffusion data, completely free/open-source, and fully +written in Julia. + Functionality includes : -- Importing NMR data of various formats. -- Performing numerical inversions with sensible default settings. -- Interactive visualization through the Makie extension. +- Importing NMR data from various instrument manufacturers. +- Performing numerical inversions and exponential fits with sensible default settings. +- Interactive visualization of results, through the GLMakie extension. Hopefully this documentation will provide all the information you need to get started. @@ -16,3 +20,7 @@ Hopefully this documentation will provide all the information you need to get st [submit an issue](https://github.com/aris-mav/NMRInversions.jl/issues). - If you would like to contribute to the package, you may start with one of the [existing issues](https://github.com/aris-mav/NMRInversions.jl/issues). + Please feel free to create a [pull request](https://docs.github.com/en/pull-requests) + if you'd like to implement a feature, or start a + [discussion](https://github.com/aris-mav/NMRInversions.jl/discussions) + if you're unsure about anything or need further guidance. From d307708ee6abbf56482aec03eadfbe7765f8a887 Mon Sep 17 00:00:00 2001 From: aris Date: Tue, 8 Apr 2025 13:26:02 +0100 Subject: [PATCH 14/16] added why we need inversions --- paper/paper.md | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/paper/paper.md b/paper/paper.md index ac8c8b8..dfcc2bb 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -32,17 +32,21 @@ It is aimed towards NMR users who are not necessarily familiar with the Julia pr or even programming in general. Functionality includes importing data from various NMR instrument formats, -performing phase-correction on raw data, fitting multi-exponential curves , -and visualizing the results in a straightforward manner. +performing phase-correction on raw data, fitting multi-exponential curves, +and interactively visualizing the results in a straightforward manner. # Statement of need NMR relaxation and diffusion methods are popular in various fields of science and engineering, with applications including studying the properties of porous rocks, catalyst supports and biological tissues, among many others. -The numerical inversion algorithms involved in the data processing can be quite -daunting towards users who are not very familiar with linear algebra, optimization, -or programming environments. +In order to extract useful information from such measurements, numerical +inversions are often used to uncover the different relaxation times +or diffusion coefficients contributing to the experimental data. + +However, working with the aforementioned inversion methods can be quite daunting towards +users who are not very familiar with linear algebra, optimization methods, or programming +environments in general. This package can cover the needs of users who would like a very simple interface for everyday data processing, without assuming any knowledge on the topic, while retaining the ability to dive into the details and have control over every step of the process From 819603a46d4ff01101f3171ee069b6e13c2c8376 Mon Sep 17 00:00:00 2001 From: aris Date: Tue, 8 Apr 2025 15:15:02 +0100 Subject: [PATCH 15/16] added harminv clarification --- paper/paper.bib | 11 +++++++++++ paper/paper.md | 7 ++++++- 2 files changed, 17 insertions(+), 1 deletion(-) diff --git a/paper/paper.bib b/paper/paper.bib index 0d8f8c2..5a92cc0 100644 --- a/paper/paper.bib +++ b/paper/paper.bib @@ -53,3 +53,14 @@ @article{BPP publisher = {American Physical Society}, doi = {10.1103/PhysRev.73.679}, } + +@article{mandel1997, + author = {Mandelshtam, Vladimir A. and Taylor, Howard S.}, + title = {Harmonic inversion of time signals and its applications}, + journal = {The Journal of Chemical Physics}, + volume = {107}, + number = {17}, + pages = {6756-6769}, + year = {1997}, + month = {11}, +} diff --git a/paper/paper.md b/paper/paper.md index dfcc2bb..d76584c 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -32,9 +32,14 @@ It is aimed towards NMR users who are not necessarily familiar with the Julia pr or even programming in general. Functionality includes importing data from various NMR instrument formats, -performing phase-correction on raw data, fitting multi-exponential curves, +performing phase-correction on raw data, fitting multi-exponential curves using numerical inversions, and interactively visualizing the results in a straightforward manner. +It should be noted that the aforementioned inversions should not be confused with +harmonic inversions [@mandel1997] used in NMR spectroscopy. These can be handled by +other packages such as "harminv" (https://github.com/NanoComp/harminv), +and are not yet implemented in NMRInversions.jl at the time of writing. + # Statement of need NMR relaxation and diffusion methods are popular in various fields of science From af1d58ab6881fe54df545410e06260afbe2e21aa Mon Sep 17 00:00:00 2001 From: aris Date: Wed, 9 Apr 2025 12:03:51 +0100 Subject: [PATCH 16/16] added target audience --- docs/src/index.md | 21 +++++++++++++++++---- 1 file changed, 17 insertions(+), 4 deletions(-) diff --git a/docs/src/index.md b/docs/src/index.md index 6c48bb8..d0c963a 100644 --- a/docs/src/index.md +++ b/docs/src/index.md @@ -1,4 +1,4 @@ -Welcome to the NMRInversions.jl package! +Welcome to NMRInversions.jl! The goal is to provide an easy-to-use interface to process NMR relaxation and diffusion data, completely free/open-source, and fully @@ -9,11 +9,24 @@ Functionality includes : - Performing numerical inversions and exponential fits with sensible default settings. - Interactive visualization of results, through the GLMakie extension. +Who would want to use this package : +- Researchers in chemistry, physics, and materials science who rely on NMR + to study molecular dynamics, diffusion and interactions. + NMRInversions.jl simplifies the process of data analysis, allowing researchers + to focus on their scientific questions rather than the intricacies of data processing. +- Professionals in various fields such as food science, subsurface applications, + or materials engineering can utilize this package to analyze NMR data for quality + control, product development, and research purposes. +- Students learning about NMR techniques can benefit from a straightforward tool + that helps them understand data processing and analysis. + Educators can use the package as a teaching aid in courses related to NMR or + inverse problems. + Hopefully this documentation will provide all the information you need to get started. -- The [Theory](theory.md) section should provide some info on what the package is about. -- For more details on how to use it, you can start by refering to the - [tutorial](tutorial.md) section. +- The [Theory](theory.md) section should provide some info on what the package is really about. +- For more details on how to use it, you can start by refering to the examples in the + [tutorial](tutorial.md). - To understand how things really work, have a look at the [Functions](functions.md) and [Types and Structures](types_structs.md) sections. - If you have any problems or questions, please feel free to

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