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• Project Summary
• Application highlights
• Installation
• Getting started
• Testing
• License
• Citing GIBBON
• Contributing
• Code of conduct
• Road Map

GIBBON (The Geometry and Image-Based Bioengineering add-ON) is an open-source MATLAB toolbox, which includes an array of image and geometry visualization and processing tools and is interfaced with free open source software such as TetGen, for robust tetrahedral meshing, and FEBio for finite element analysis. The combination provides a highly flexible image-based modelling environment and enables advanced inverse finite element analysis.

• Segmentation
• Computer Aided Design (CAD) tools
• Surface meshing tools
• Volumetric meshing
• Lattice structures
• Finite element analysis
• Visualization

GIBBON offers image filtering and smoothing methods, and has a graphical user interface for 3D image segmentation (HELP_imx.m). The segmented image data can be converted to 3D surface models (DEMO_imx_levelset_surface_compare) which can be meshed for FEA (HELP_runTetGen).

Using GIBBON, geometry can be imported from common mesh based CAD files (such as STL, HELP_import_STL). For generating geometries within MATLAB®, GIBBON also provides several CAD-style commands such as polygon rounding (HELP_filletCurve), revolution (HELP_polyRevolve), extrusion (HELP_polyExtrude), and sweeping and lofting (HELP_polyLoftLinear and HELP_sweepLoft). Simple geometries such as spheres (HELP_geoSphere), boxes (HELP_quadBox), platonic solids (HELP_platonic_solid), and rhombic dodecahedra (HELP_rhombicDodecahedron) can also be directly created using GIBBON.

2D multi-region triangular meshing (e.g. HELP_regionTriMesh2D and HELP_multiRegionTriMeshUneven2D), resampling meshes geodesically (DEMO_geodesic_remeshing), smoothing (DEMO_surface_smooth_methods), and surface mesh refinement (e.g. HELP_subtri, HELP_subTriDual and HELP_subQuad), mesh type conversions (e.g. HELP_tri2quad, HELP_quad2tri), and mesh dual computation (HELP_patch_dual). Geometries can also be exported to the STL format e.g. for computer aided manufacture and 3D printing.

Tetrahedral meshing (and constrained Delaunay tessellation) of multi-region domains is enabled through an interface with the TetGen package (HELP_runTetGen and HELP_constrainedDelaunayTetGen). Hexahedral meshes for some geometry types can be directly coded (e.g. spheres HELP_hexMeshSphere, boxes HELP_hexMeshBox and lattices HELP_element2HexLattice). For general input surfaces multi-region mixed tetrahedral-hexahedral meshing is also available (e.g. DEMO_MixedTetHexMeshing).

One method to generate surface geometry for lattices is the use of triply-periodic functions (HELP_triplyPeriodicMinimal). Functions to convert element descriptions, such as tetrahedral and hexahedral elements, to lattice structures have also been implemented (HELP_element2lattice and HELP_element2HexLattice). These allow for the creation of 3D boundary conforming lattice structures on arbitrary input geometry. Exporting of hexahedral elements is also supported allowing for FEA on the created lattice structures (DEMO_febio_0026_hexlattice_compression).

For finite element analysis GIBBON currently links with either the free and open source software FEBio or with Simulia ABAQUS. Both the FEBio and ABAQUS interface is based on MATLAB® structures. The image below shows the coding of a material section in a MATLAB® structure (top row) and how these components are represented in the input files for FEBio or ABAQUS (bottom row). Through this structure to input file conversion process any FEBio or ABAQUS functionality can be directly coded in MATLAB®.

GIBBON can be used as a pre- and post- processor for FEBio as it enables code-based development of meshes, boundary conditions, and input files. FEBio files can be directly exported based on dedicated MATLAB® structures (HELP_febioStruct2xml). Furthermore, GIBBON can be used to start and control FEBio simulations. As such, iterative and inverse FEA (e.g. based on MATLAB® optimization routines) is also enabled. All DEMO_febio_... files are FEBio demos, e.g. DEMO_febio_0001_cube_uniaxial is a simple uniaxial loading example, and DEMO_febio_0042_inverse_FEA_cube_uniaxial is an example of inverse FEA.
The image below is for large strain analysis of a twisting bar and stems from the demo DEMO_febio_0004_beam_twist. Other demos cover tension, compression, shear, applied forces, applied pressures, applied displacements, bending, poroelasticity, dynamic and viscoelastic analysis, contact and indentation problems, multi-generational materials for pre-load analysis.

The interface for ABAQUS is a recent development. Users can look at HELP_abaqusStruct2inp to study how input files are coded. The demo DEMO_abaqus_0001_cube_uniaxial is for uniaxial loading of a cube and steps through geometry creation, setting up the ABAQUS structure, saving the .inp file, running the job, and importing the results for visualization. Data is imported into MATLAB® using importAbaqusDat which parses ABAQUS .DAT files.

GIBBON expands the standard MATLAB® visualization capabilities by adding 3D image and voxel visualization (HELP_im2patch and HELP_sliceViewer), meshed geometries (HELP_gpatch and HELP_meshView), finite element models (HELP_element2patch), and colormapped vector data (HELP_quiverVec), and all visualization methods enable multiple colormaps to be used in each figure or axis window. Furthermore GIBBON offers a custom figure window cFigure containing 3D rotation options (HELP_vcw) that mimic CAD behavior of 3D scene rendering, and high quality figure exporting options (HELP_efw). Advanced graphics animation creation and exporting capabilities through a figure window based GUI are also enabled (HELP_anim8).

1. Download GIBBON
2. Just run: installGibbon.m (found in GIBBON's main folder) and provide a link to where FEBio is installed during installation

The steps below guide you through a streamlined installation procedure using the installGibbon.m function^*.

*_{If you prefer manual installation do the following: 1) Add the GIBBON folder (with subfolders) to the path and save the path definitions, 2) Run createHelpDemoDocumentation.m to integrate the help and documentation, 3) For the 3rd party packages: Go to the config folder in ../GIBBON/config and edit the FEBioPath.txt file to contain the full path to the FEBio executable}

To use GIBBON you need to create a copy on a local directory on your machine. Obtain a copy by downloading and unzipping the latest zip file or clone GIBBON instead e.g. using: git clone https://github.com/gibbonCode/GIBBON.git. You can place the GIBBON folder anywhere on your machine, however, MATLAB (and the 3rd party packages listed below) may have file permission limitations for some locations which you may need to address^*.

^{* For instance, some of GIBBON's features, such as those associated with TetGen and FEBio, regularly create and delete temporary files. As such MATLAB (and the 3rd party packes) should have full permissions for these folders. First of all users should make sure MATLAB has full (e.g. read/write/delete) permissions for the entire GIBBON folder (and its sub-folders). On some platforms the 3rd party packages require special treatment. For instance some OSX users have found it necessary to give tetGen or FEBio particular file permissions. For instance in the case of TetGen related features using git update-index --chmod=+x path/to/tetgen.}

Below is a list of 3rd party packages that are required for full functionality. All all included with GIBBON except for FEBio which users need to download and install. You may skip FEBio installation if finite element analysis (with FEBio) is not desired.

Package	Description	Included?	Download
FEBio	FEBio is a finite element solver and is used in GIBBON for all finite element analysis. Use of FEBio is featured in the many DEMO_FEBio... files. FEBio version 2.5.0 or newer is recommended.	No	FEBio website
export_fig	export_fig helps to export publication quality images (e.g. .png, .jpg, .pdf, .eps), in GIBBON it is integrated in the export figure widget efw to export such images from the cFigure window directly. export_fig is also used for exporting images for creation of .gif animations with the GIBBON anim8 function.	Yes	export_fig page on GitHub
TetGen	Is used for tetrahedral meshing (and possibly constrained 3D Delaunay tessellation). See for instance HELP_runTetGen.m.	Yes	For other versions: TetGen website

By running installGibbon.m the GIBBON, FEBio, and export_fig path definitions will be added and saved to MATLAB. The help and documentation will also be integrated. Once finished you will be asked to restart MATLAB. installGibbon.m can be found in the main GIBBON folder.

• To access the help documentation from MATLAB simply type: gdoc which will open the GIBBON documentation page in MATLAB's help brower. The documentation which is searchable and integrated just like the rest of MATLAB's help and documentation. You can also find this page manually under Supplemental Software as shown below.
• To open GIBBON documentation for a particular function can use gdoc <functionName> (similar to MATLAB's doc function). For instance for help on im2patch use gdoc im2patch. This will search the integrated help for im2patch and display the results.

• The lib folder contains all GIBBON's functions.

• The lib_ext folder contains external functions and libraries developed by others.

• The docs folder contains the help & documentation files, and demo files which when "published" (using MATLAB's publish functionality) create the .html documentation files (found in docs/html) which are integrated in MATLAB.

• The source for the help information for any function functionName is named HELP_functionName, and  the source for demos have DEMO_ as part of the name. Therefore if one is interested in reproducing or starting off from codes in the help and documentation simply start typing code names starting in HELP_ or DEMO_ in the MATLAB command window, e.g. HELP_ind2patch can be used to generate the help information for the ind2patch function. Users can start editing the file by typing open HELP_ind2patch in the command window. By publishing (use gpublish <HELP_functionName>) the HELP_ or DEMO_ files .html files are created in the docs\html folder. As such if users alter or contribute code in the lib folder and generate associated HELP_ or DEMO_ files, new help and documentation is then added and rendered on the website. For new help and documentation to become integrated in MATLAB run the createHelpDemoDocumentation function and restart MATLAB.

• Many of the DEMO_ files focus on the use of FEBio. The demo DEMO_febio_0001_cube_uniaxial for instance features a simple cube subjected to a uniaxial load. Other demos focus on different load types, single versus multi-step analysis, different materials and inverse analysis (e.g. DEMO_febio_0042_inverse_FEA_cube_uniaxial).

GIBBON's core functionality can be tested by running testGibbon('all','test');. Use testGibbon('demo','test'); or testGibbon('help','test'); for running the demo or help files only.
GIBBON is currently developed and tested using the most recent version of MATLAB (or the latest pre-release) and has been tested on Windows 10, Ubuntu 20.04, and Mac OS. Most of GIBBON's functionality is compatible with older MATLAB versions, especially MATLAB R2014a and newer (Delaunay tessellation and toolbox help integration are among things that have undergone large changes). Please inform the developers (or open an issue) if a particular function does not work for your MATLAB environment. It is likely that codes can be easily altered to work for your version.
A large portion of GIBBON's functionality does not rely on special MATLAB toolboxes. However some functions do. Here is a list of toolboxes which appear to be used in GIBBON:

• Image Processing Toolbox
• Statistics and Machine Learning Toolbox
• Symbolic Math Toolbox
• Curve Fitting Toolbox
• Parallel Computing Toolbox

GIBBON is provided under: . The license file is found on the GitHub repository.

If you use GIBBON in your work you should cite the following paper:

Moerman, (2018). GIBBON: The Geometry and Image-Based Bioengineering add-On. Journal of Open Source Software, 3(22), 506, https://doi.org/10.21105/joss.00506

We'd love for you to contribute to GIBBON or even to join the development team! We welcome all sorts of contributions including technical content, documentation developments, or website improvements. Please read our contributing guidelines.

You can also ask questions and learn more about contributing via Gitter chat:

See CODE_OF_CONDUCT

See ROADMAP