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11 results for “IBSim”

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zenodo32/100

Finite element meshes of graphite foam samples for Image-Based Simulation (IBSim) of experimental laser flash analysis

<p>Image-Based Simulation (IBSim) meshes:<br> Finite element mesh of laser flash analysis (LFA) disc samples made of a graphite foam material (KFoam). The IBSim meshes are generated directly from a 3D volumetric image of a graphite foam block. The 3D image was generated with an X-ray tomography scan performed by Dr Llion Evans with Manchester X-ray Imaging Facility equipment, which was funded in part by the EPSRC (grants EP/F007906/1, EP/F001452/1 and EP/I02249X/1). Segmentation of the data into a binarized image was achieved with ImageJ. Conversion of the segmented data to FE mesh was achieved using ScanIP, part of the Simpleware suite of programmes, version 7 (Synopsys Inc., Mountain View, CA, USA).</p> <p>The graphite foam has anisotropic properties partly due to its microstructure. This dataset contains three meshes, one for each alignment along cartesian axes.</p> <p>The FE meshes use the EnSight Gold file format and may be visualised using Paraview (<a href="https://www.paraview.org">https://www.paraview.org</a>).</p> <p>The CT data used for the mesh is available as a separate dataset:</p> <p>This data was used originally for the following publications (please cite if re-using the data):<br> Ll.M. Evans, L. Margetts, P.D. Lee, C.A.M. Butler, E. Surrey, &ldquo;Image based in silico characterisation of the effective thermal properties of a graphite foam&rdquo;, Carbon, Vol. 143, pp. 542-558, 2018. <a href="https://doi.org/10.1016/j.carbon.2018.10.031">https://doi.org/10.1016/j.carbon.2018.10.031</a></p>

opencc-by-4.0Nov 2019View details →
zenodo20/100

Finite element meshes of conceptual designs for a fusion energy heat exchange component (monoblock) for Image-Based Simulation (IBSim) of in-service conditions

<p>Image-Based Simulation (IBSim) mesh and temperature analysis results:<br> Finite element meshes of conceptual designs for a fusion energy heat exchange component (monoblock).</p> <p>The dataset includes three meshes:<br> &nbsp;- CCFE_ThBr_CAD (mesh created by with a computer aided design (CAD) package)<br> &nbsp;- CCFE_ThBr_IBFEM (hybrid CAD and IBSim mesh, manufactured version of CCFE_ThBr_CAD)<br> &nbsp;- IPP_WfCu_IBFEM_3MB (hybrid CAD and IBSim mesh, tungsten fibre-copper matrix composite pipe with tungsten armour)</p> <p>For the the hybrid meshes, the IBSim part is generated directly from a 3D volumetric images of the real manufactured parts and as such includes microscale features introduced during the manufacturing stage. The 3D images were generated with X-ray and neutron tomography, the datasets are available at the links below. Conversion of the data to FE mesh was achieved using ScanIP, part of the Simpleware suite of programmes, version 7 (Synopsys Inc., Mountain View, CA, USA).<br> X-ray CT data: <a href="https://doi.org/10.5281/zenodo.3533420">https://doi.org/10.5281/zenodo.3533420</a><br> Neutron CT data: <a href="https://doi.org/10.5281/zenodo.3533418">https://doi.org/10.5281/zenodo.3533418</a></p> <p>The FE mesh data uses the EnSight Gold file format and may be visualised using Paraview (<a href="https://www.paraview.org">https://www.paraview.org</a>). Results for a thermal analysis performed with ParaFEM (<a href="https://github.com/leemargetts/parafem">https://github.com/leemargetts/parafem</a>) are included.</p> <p>This data was used originally for the following publication (please cite if re-using the data):<br> Ll.M. Evans, T. Minniti, T. Barrett, A. v. M&uuml;ller, L. Margetts, &ldquo;Virtual qualification of novel heat exchanger components with the image-based finite element method&rdquo;, e-Journal of Nondestructive Testing (NDT) ISSN 1435-4934, Issue: 2019-03, No. 23660.&nbsp;<a href="https://www.ndt.net/search/docs.php3?id=23660">https://www.ndt.net/search/docs.php3?id=23660</a></p>

restrictedNov 2019View details →
zenodo16/100

IBSim Virtual Test Benchmark Data - Experiment Type: Thermal (LFA), SampleID: LFA_RNA_A01, Data: XCT

<p>Sample ID:&nbsp;LFA_RNA_A01</p> <p>X-ray tomography (CT) image data of a Ti6Al4V disc. The 3D image was generated with an X-ray tomography scan performed by Dr Llion Evans with Swansea University, Advanced Imaging of Materials (AIM) equipment.</p> <p>The dataset includes: raw radiographs; scan &amp; reconstruction parameter settings file; reconstructed 3D volume. To visualise the 3D volume use software such as ImageJ (https://imagej.net/Fiji/Downloads). The volume image data (.raw file) is in binary format and has the following characteristics: 1920 x 1920 x 1536; 16-bit; little-endian byte order.</p> <p>This data is part of a &#39;virtual testing&#39; benchmark study, where samples are tested physically in the lab and their microscale accurate digital equivalent are tested virtually through simulation. The technique of converting 3D volumetric images directly into finite element method (FEM) meshes is part of the Image-Based Simulation (IBSim) approach.</p> <p>This data is part of a batch of samples for thermal testing via laser flash analysis (LFA), following the standards ASTM E1461 / ASTM E2585. As part of the study, controlled defects were introduced into the samples. This was achieved by machining a disc shaped recess (of defined diameter and depth) into one disc which is bonded onto another disc, so that the defect is located internally within the final sample.</p> <p>The samples in the batch are named as follows.</p> <p>Sample ID &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; Diameter &nbsp; Thickness &nbsp; Recess d &nbsp; Recess t<br> LFA_RNA_### &nbsp; &nbsp; &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 2.5 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd0t00_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd8t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd8t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd6t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd6t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd4t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd4t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8</p> <p>Where ### denotes the furnace bonding batch (A-C and N for no bonding cycle) and sample number (01-30). Values in mm.</p> <p>&nbsp;</p>

restrictedDec 2019View details →
zenodo16/100

IBSim Virtual Test Benchmark Data - Experiment Type: Thermal (LFA), SampleID: LFA_Rd0t00_A20, Data: XCT

<p>Sample ID:&nbsp;LFA_Rd0t00_A20</p> <p>X-ray tomography (CT) image data of a Ti6Al4V disc. The 3D image was generated with an X-ray tomography scan performed by Dr Llion Evans with Swansea University, Advanced Imaging of Materials (AIM) equipment.</p> <p>The dataset includes: raw radiographs; scan &amp; reconstruction parameter settings file; reconstructed 3D volume. To visualise the 3D volume use software such as ImageJ (https://imagej.net/Fiji/Downloads). The volume image data (.raw file) is in binary format and has the following characteristics: 1920 x 1920 x 1536; 16-bit; little-endian byte order.</p> <p>This data is part of a &#39;virtual testing&#39; benchmark study, where samples are tested physically in the lab and their microscale accurate digital equivalent are tested virtually through simulation. The technique of converting 3D volumetric images directly into finite element method (FEM) meshes is part of the Image-Based Simulation (IBSim) approach.</p> <p>This data is part of a batch of samples for thermal testing via laser flash analysis (LFA), following the standards ASTM E1461 / ASTM E2585. As part of the study, controlled defects were introduced into the samples. This was achieved by machining a disc shaped recess (of defined diameter and depth) into one disc which is bonded onto another disc, so that the defect is located internally within the final sample.</p> <p>The samples in the batch are named as follows.</p> <p>Sample ID &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; Diameter &nbsp; Thickness &nbsp; Recess d &nbsp; Recess t<br> LFA_RNA_### &nbsp; &nbsp; &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 2.5 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd0t00_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd8t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd8t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd6t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd6t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd4t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd4t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8</p> <p>Where ### denotes the furnace bonding batch (A-C and N for no bonding cycle) and sample number (01-30). Values in mm.</p>

restrictedJan 2020View details →
zenodo16/100

IBSim Virtual Test Benchmark Data - Experiment Type: Thermal (LFA), SampleID: LFA_Rd4t08_A15, Data: XCT

<p>Sample ID:&nbsp;LFA_Rd4t08_A15</p> <p>X-ray tomography (CT) image data of a Ti6Al4V disc. The 3D image was generated with an X-ray tomography scan performed by Dr Llion Evans with Swansea University, Advanced Imaging of Materials (AIM) equipment.</p> <p>The dataset includes: raw radiographs; scan &amp; reconstruction parameter settings file; reconstructed 3D volume. To visualise the 3D volume use software such as ImageJ (https://imagej.net/Fiji/Downloads). The volume image data (.raw file) is in binary format and has the following characteristics: 1920 x 1920 x 1536; 16-bit; little-endian byte order.</p> <p>This data is part of a &#39;virtual testing&#39; benchmark study, where samples are tested physically in the lab and their microscale accurate digital equivalent are tested virtually through simulation. The technique of converting 3D volumetric images directly into finite element method (FEM) meshes is part of the Image-Based Simulation (IBSim) approach.</p> <p>This data is part of a batch of samples for thermal testing via laser flash analysis (LFA), following the standards ASTM E1461 / ASTM E2585. As part of the study, controlled defects were introduced into the samples. This was achieved by machining a disc shaped recess (of defined diameter and depth) into one disc which is bonded onto another disc, so that the defect is located internally within the final sample.</p> <p>The samples in the batch are named as follows.</p> <p>Sample ID &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; Diameter &nbsp; Thickness &nbsp; Recess d &nbsp; Recess t<br> LFA_RNA_### &nbsp; &nbsp; &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 2.5 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd0t00_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd8t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd8t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd6t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd6t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd4t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd4t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8</p> <p>Where ### denotes the furnace bonding batch (A-C and N for no bonding cycle) and sample number (01-30). Values in mm.</p>

restrictedJan 2020View details →
zenodo16/100

IBSim Virtual Test Benchmark Data - Experiment Type: Thermal (LFA), SampleID: LFA_Rd4t02_A13, Data: XCT

<p>Sample ID:&nbsp;LFA_Rd4t02_A13</p> <p>X-ray tomography (CT) image data of a Ti6Al4V disc. The 3D image was generated with an X-ray tomography scan performed by Dr Llion Evans with Swansea University, Advanced Imaging of Materials (AIM) equipment.</p> <p>The dataset includes: raw radiographs; scan &amp; reconstruction parameter settings file; reconstructed 3D volume. To visualise the 3D volume use software such as ImageJ (https://imagej.net/Fiji/Downloads). The volume image data (.raw file) is in binary format and has the following characteristics: 1920 x 1920 x 1536; 16-bit; little-endian byte order.</p> <p>This data is part of a &#39;virtual testing&#39; benchmark study, where samples are tested physically in the lab and their microscale accurate digital equivalent are tested virtually through simulation. The technique of converting 3D volumetric images directly into finite element method (FEM) meshes is part of the Image-Based Simulation (IBSim) approach.</p> <p>This data is part of a batch of samples for thermal testing via laser flash analysis (LFA), following the standards ASTM E1461 / ASTM E2585. As part of the study, controlled defects were introduced into the samples. This was achieved by machining a disc shaped recess (of defined diameter and depth) into one disc which is bonded onto another disc, so that the defect is located internally within the final sample.</p> <p>The samples in the batch are named as follows.</p> <p>Sample ID &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; Diameter &nbsp; Thickness &nbsp; Recess d &nbsp; Recess t<br> LFA_RNA_### &nbsp; &nbsp; &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 2.5 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd0t00_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd8t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd8t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd6t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd6t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd4t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd4t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8</p> <p>Where ### denotes the furnace bonding batch (A-C and N for no bonding cycle) and sample number (01-30). Values in mm.</p>

restrictedJan 2020View details →
zenodo16/100

IBSim Virtual Test Benchmark Data - Experiment Type: Thermal (LFA), SampleID: LFA_Rd6t08_A11, Data: XCT

<p>Sample ID:&nbsp;LFA_Rd6t08_A11</p> <p>X-ray tomography (CT) image data of a Ti6Al4V disc. The 3D image was generated with an X-ray tomography scan performed by Dr Llion Evans with Swansea University, Advanced Imaging of Materials (AIM) equipment.</p> <p>The dataset includes: raw radiographs; scan &amp; reconstruction parameter settings file; reconstructed 3D volume. To visualise the 3D volume use software such as ImageJ (https://imagej.net/Fiji/Downloads). The volume image data (.raw file) is in binary format and has the following characteristics: 1920 x 1920 x 1536; 16-bit; little-endian byte order.</p> <p>This data is part of a &#39;virtual testing&#39; benchmark study, where samples are tested physically in the lab and their microscale accurate digital equivalent are tested virtually through simulation. The technique of converting 3D volumetric images directly into finite element method (FEM) meshes is part of the Image-Based Simulation (IBSim) approach.</p> <p>This data is part of a batch of samples for thermal testing via laser flash analysis (LFA), following the standards ASTM E1461 / ASTM E2585. As part of the study, controlled defects were introduced into the samples. This was achieved by machining a disc shaped recess (of defined diameter and depth) into one disc which is bonded onto another disc, so that the defect is located internally within the final sample.</p> <p>The samples in the batch are named as follows.</p> <p>Sample ID &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; Diameter &nbsp; Thickness &nbsp; Recess d &nbsp; Recess t<br> LFA_RNA_### &nbsp; &nbsp; &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 2.5 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd0t00_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd8t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd8t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd6t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd6t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd4t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd4t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8</p> <p>Where ### denotes the furnace bonding batch (A-C and N for no bonding cycle) and sample number (01-30). Values in mm.</p>

restrictedJan 2020View details →
zenodo16/100

IBSim Virtual Test Benchmark Data - Experiment Type: Thermal (LFA), SampleID: LFA_Rd6t02_A09, Data: XCT

<p>Sample ID:&nbsp;LFA_Rd6t02_A09</p> <p>X-ray tomography (CT) image data of a Ti6Al4V disc. The 3D image was generated with an X-ray tomography scan performed by Dr Llion Evans with Swansea University, Advanced Imaging of Materials (AIM) equipment.</p> <p>The dataset includes: raw radiographs; scan &amp; reconstruction parameter settings file; reconstructed 3D volume. To visualise the 3D volume use software such as ImageJ (https://imagej.net/Fiji/Downloads). The volume image data (.raw file) is in binary format and has the following characteristics: 1920 x 1920 x 1536; 16-bit; little-endian byte order.</p> <p>This data is part of a &#39;virtual testing&#39; benchmark study, where samples are tested physically in the lab and their microscale accurate digital equivalent are tested virtually through simulation. The technique of converting 3D volumetric images directly into finite element method (FEM) meshes is part of the Image-Based Simulation (IBSim) approach.</p> <p>This data is part of a batch of samples for thermal testing via laser flash analysis (LFA), following the standards ASTM E1461 / ASTM E2585. As part of the study, controlled defects were introduced into the samples. This was achieved by machining a disc shaped recess (of defined diameter and depth) into one disc which is bonded onto another disc, so that the defect is located internally within the final sample.</p> <p>The samples in the batch are named as follows.</p> <p>Sample ID &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; Diameter &nbsp; Thickness &nbsp; Recess d &nbsp; Recess t<br> LFA_RNA_### &nbsp; &nbsp; &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 2.5 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd0t00_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd8t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd8t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd6t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd6t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd4t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd4t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8</p> <p>Where ### denotes the furnace bonding batch (A-C and N for no bonding cycle) and sample number (01-30). Values in mm.</p>

restrictedJan 2020View details →
zenodo16/100

IBSim Virtual Test Benchmark Data - Experiment Type: Thermal (LFA), SampleID: LFA_Rd8t08_A07, Data: XCT

<p>Sample ID:&nbsp;LFA_Rd8t08_A07</p> <p>X-ray tomography (CT) image data of a Ti6Al4V disc. The 3D image was generated with an X-ray tomography scan performed by Dr Llion Evans with Swansea University, Advanced Imaging of Materials (AIM) equipment.</p> <p>The dataset includes: raw radiographs; scan &amp; reconstruction parameter settings file; reconstructed 3D volume. To visualise the 3D volume use software such as ImageJ (https://imagej.net/Fiji/Downloads). The volume image data (.raw file) is in binary format and has the following characteristics: 1920 x 1920 x 1536; 16-bit; little-endian byte order.</p> <p>This data is part of a &#39;virtual testing&#39; benchmark study, where samples are tested physically in the lab and their microscale accurate digital equivalent are tested virtually through simulation. The technique of converting 3D volumetric images directly into finite element method (FEM) meshes is part of the Image-Based Simulation (IBSim) approach.</p> <p>This data is part of a batch of samples for thermal testing via laser flash analysis (LFA), following the standards ASTM E1461 / ASTM E2585. As part of the study, controlled defects were introduced into the samples. This was achieved by machining a disc shaped recess (of defined diameter and depth) into one disc which is bonded onto another disc, so that the defect is located internally within the final sample.</p> <p>The samples in the batch are named as follows.</p> <p>Sample ID &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; Diameter &nbsp; Thickness &nbsp; Recess d &nbsp; Recess t<br> LFA_RNA_### &nbsp; &nbsp; &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 2.5 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd0t00_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd8t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd8t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd6t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd6t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd4t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd4t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8</p> <p>Where ### denotes the furnace bonding batch (A-C and N for no bonding cycle) and sample number (01-30). Values in mm.</p>

restrictedJan 2020View details →
zenodo16/100

IBSim Virtual Test Benchmark Data - Experiment Type: Thermal (LFA), SampleID: LFA_Rd8t02_A05, Data: XCT

<p>Sample ID:&nbsp;LFA_Rd8t02_A05</p> <p>X-ray tomography (CT) image data of a Ti6Al4V disc. The 3D image was generated with an X-ray tomography scan performed by Dr Llion Evans with Swansea University, Advanced Imaging of Materials (AIM) equipment.</p> <p>The dataset includes: raw radiographs; scan &amp; reconstruction parameter settings file; reconstructed 3D volume. To visualise the 3D volume use software such as ImageJ (https://imagej.net/Fiji/Downloads). The volume image data (.raw file) is in binary format and has the following characteristics: 1920 x 1920 x 1536; 16-bit; little-endian byte order.</p> <p>This data is part of a &#39;virtual testing&#39; benchmark study, where samples are tested physically in the lab and their microscale accurate digital equivalent are tested virtually through simulation. The technique of converting 3D volumetric images directly into finite element method (FEM) meshes is part of the Image-Based Simulation (IBSim) approach.</p> <p>This data is part of a batch of samples for thermal testing via laser flash analysis (LFA), following the standards ASTM E1461 / ASTM E2585. As part of the study, controlled defects were introduced into the samples. This was achieved by machining a disc shaped recess (of defined diameter and depth) into one disc which is bonded onto another disc, so that the defect is located internally within the final sample.</p> <p>The samples in the batch are named as follows.</p> <p>Sample ID &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; Diameter &nbsp; Thickness &nbsp; Recess d &nbsp; Recess t<br> LFA_RNA_### &nbsp; &nbsp; &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 2.5 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd0t00_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd8t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd8t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd6t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd6t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd4t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd4t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8</p> <p>Where ### denotes the furnace bonding batch (A-C and N for no bonding cycle) and sample number (01-30). Values in mm.</p>

restrictedJan 2020View details →
zenodo16/100

IBSim Virtual Test Benchmark Data - Experiment Type: Thermal (LFA), SampleID: LFA_Rd0t00_A03, Data: XCT

<p>Sample ID:&nbsp;LFA_Rd0t00_A03</p> <p>X-ray tomography (CT) image data of a Ti6Al4V disc. The 3D image was generated with an X-ray tomography scan performed by Dr Llion Evans with Swansea University, Advanced Imaging of Materials (AIM) equipment.</p> <p>The dataset includes: raw radiographs; scan &amp; reconstruction parameter settings file; reconstructed 3D volume. To visualise the 3D volume use software such as ImageJ (https://imagej.net/Fiji/Downloads). The volume image data (.raw file) is in binary format and has the following characteristics: 1920 x 1920 x 1536; 16-bit; little-endian byte order.</p> <p>This data is part of a &#39;virtual testing&#39; benchmark study, where samples are tested physically in the lab and their microscale accurate digital equivalent are tested virtually through simulation. The technique of converting 3D volumetric images directly into finite element method (FEM) meshes is part of the Image-Based Simulation (IBSim) approach.</p> <p>This data is part of a batch of samples for thermal testing via laser flash analysis (LFA), following the standards ASTM E1461 / ASTM E2585. As part of the study, controlled defects were introduced into the samples. This was achieved by machining a disc shaped recess (of defined diameter and depth) into one disc which is bonded onto another disc, so that the defect is located internally within the final sample.</p> <p>The samples in the batch are named as follows.</p> <p>Sample ID &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; Diameter &nbsp; Thickness &nbsp; Recess d &nbsp; Recess t<br> LFA_RNA_### &nbsp; &nbsp; &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 2.5 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd0t00_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; N/A &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; N/A<br> LFA_Rd8t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd8t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 8.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd6t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd6t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 6.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8<br> LFA_Rd4t02_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.2<br> LFA_Rd4t08_### &nbsp; 12.6 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 1.25 x 2 &nbsp; &nbsp;&nbsp; 4.0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; 0.8</p> <p>Where ### denotes the furnace bonding batch (A-C and N for no bonding cycle) and sample number (01-30). Values in mm.</p>

restrictedJan 2020View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record