cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/xkp-5c3-g7g
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bva-ebl-cnp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/htn-tb4-j14
title: Surendra Moore, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e8z-mpr-960
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pet-fae-sdt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/grg-6kw-z41
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dxq-vfx-hxk
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gby-7k9-spj
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k38-y8c-ve3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qpm-z7r-fye
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fsc-gx9-1m9
title: Graphium sarpedon (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ryx-wdd-alv
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/43m-vl4-r0g
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65c-q8s-9bs
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/408-n26-t48
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lm8-plz-9t4
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/378-v1z-72k
title: Euploea mulciber basilissa (Cramer, 1782)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0l7-gny-hm8
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aqv-na3-79p
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8kn-ev6-xds
title: Discophora sondaica Boisduval, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wwc-lxr-hj2
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3vd-661-w65
title: Graphium eurypylus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/195-yja-e2y
title: Graphium eurypylus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/anq-ama-zbe
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ltw-pqx-x4v
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/seb-qda-bhc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9kw-61n-htk
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fch-deb-fel
title: Graphium meyeri (Hopffer, 1874)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5nh-yh0-xml
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fkq-nlc-st2
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t1d-82j-wq8
title: Appias

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r2j-89z-g81
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hkd-17n-da0
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kad-qvh-7cn
title: Delias battana Fruhstorfer, 1896

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h10-4aa-5d1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z4e-mmr-cn3
title: Graphium eurypylus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/62z-ej1-eev
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dyt-hlp-45c
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/21z-fwp-6bf
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hg9-nt7-37l
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/trf-5gx-f3t
title: Papilio helenus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c05-t6y-c7w
title: Danis Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fx0-c8p-akl
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kcl-c38-nm3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/94y-v2k-asz
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lvj-0fn-q3p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3p7-qq0-y5f
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0t8-ptd-acs
title: Elymnias Hübner, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/72l-mew-xxf
title: Euploea mulciber (Cramer, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ac8-fkl-95p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nqm-xt0-3kg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ph-t0q-bpx
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dhf-l61-jxp
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x89-lyt-lln
title: Papilio karna Felder & Felder, 1864

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zh9-19k-ym5
title: Discophora sondaica Boisduval, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ff-3mh-bzf
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lvg-9yt-e3c
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jr9-c4a-8qc
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dwj-6q3-tg6
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g6v-7tb-9p3
title: Danis Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ky8-4p2-72a
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vbh-x35-cch
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9cj-3ka-vpj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cb4-zgf-5d5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s0a-k9b-7tv
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x17-nc5-82q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6j7-0e8-rwd
title: Papilio memnon Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/54q-k01-ss6
title: Stibochiona coresia Hübner, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ymx-ll0-sys
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4kb-6pr-v50
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ml-rtm-zgv
title: Limenitis Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m4d-mld-mv9
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qsf-c89-mp6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/phq-d1n-nf8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wtm-z3y-r09
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1at-lyw-swc
title: Ixias venilia (Godart, [1819] )

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34965/i60354
title: 20245161
DOI: 10.3535/246-wfq-ghq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kyx-wcs-hfk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f9k-hnf-jh6
title: Rapala Moore, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/njr-939-mc4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cxr-n0k-ecc
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vcz-x70-1gl
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/070-2rb-v24
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/856-gt3-7km
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/frn-5m9-5zj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2s7-hvb-lrj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t99-w60-3gj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bbe-086-6a5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rdj-kpj-07d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/whn-6k2-a4d
title: Vagrans egista (Cramer, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.bwhacf
title: Occurrence Download

description: A dataset containing 8837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1960-2018",
 "HasCoordinate is true",
 "TaxonKey is Poa glauca Vahl",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8837 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022684-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jhffu
title: Occurrence Download

description: A dataset containing 17518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Odobenus Brisson, 1762"
 ]
}

 The dataset includes 17518 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203152-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.plr6e5
title: Occurrence Download

description: A dataset containing 1514 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862",
 "PublishingOrg is bc092ff0-02e4-11dc-991f-b8a03c50a862",
 "PublishingOrg is ae447c50-b8a8-11d8-92a4-b8a03c50a862",
 "PublishingOrg is 2cd829bb-b713-433d-99cf-64bef11e5b3e",
 "PublishingOrg is 3c5e4331-7f2f-4a8d-aa56-81ece7014fc8",
 "PublishingOrg is 96835ce2-d3af-4f6e-af81-faa0c7576fa4",
 "PublishingOrg is 838537fc-4aeb-4980-8b58-97fbdcd1d91a",
 "PublishingOrg is 1deb09e1-ded6-469a-a46e-f6329cb03b6a",
 "PublishingOrg is ff90b050-c256-11db-b71b-b8a03c50a862",
 "PublishingOrg is 5c7a5c20-1bd0-11d8-a2da-b8a03c50a862",
 "PublishingOrg is 29817330-5d61-11d8-b9b2-b8a03c50a862",
 "PublishingOrg is afdd8e93-b4e3-491c-88f0-8a22834ac1a9",
 "PublishingOrg is 5eee35c2-c5b7-4f62-a527-09eec0c54f22",
 "PublishingOrg is 036cdc50-e7f5-11d9-9a0e-b8a03c50a862",
 "PublishingOrg is 60545be9-4f28-4245-b4b4-07635c8dfa54",
 "PublishingOrg is 9243118c-e750-412b-91f4-ac987666eee1",
 "PublishingOrg is 90cc71b0-055b-11d8-b84e-b8a03c50a862",
 "PublishingOrg is 253fc67c-c7fb-4c85-88f5-43ac6d9dc8a9",
 "PublishingOrg is 34e6e625-47cf-4d42-8054-af0c2f1b6e64",
 "PublishingOrg is c6aacf9d-a5a7-4d7f-a6fc-ea0a4b8ec450",
 "PublishingOrg is 202d5f34-ff58-4ad7-964f-c947ce18078e",
 "PublishingOrg is 1c72778c-05de-4f31-b83a-ff541ce5dff7",
 "PublishingOrg is 1ef55060-54da-11dd-9d47-b8a03c50a862",
 "PublishingOrg is b7ea834f-8d60-40ea-ab2c-5057000f0afd",
 "PublishingOrg is a22bfc81-4a56-411f-9a83-860e28e22374",
 "PublishingOrg is c0d9c91a-0f83-4819-bf7e-bb5e1184eb6b",
 "PublishingOrg is 6cc5aff1-f24c-4d67-a827-a666dc680b66",
 "PublishingOrg is d073b448-6b80-4364-8c38-18d08b88797f",
 "PublishingOrg is cccff716-2694-4209-9f9e-2f7a484465a0",
 "PublishingOrg is 6cfcf69e-9ec1-48e1-be34-5201bdb63bd7"
 ]
 },
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 "Year 1960-2019",
 "HasCoordinate is true",
 "TaxonKey is Sphagneticola trilobata (L.) Pruski",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1514 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022684-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebhwgy
title: Occurrence Download

description: A dataset containing 18924 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Crustacean collection of the National Museum of Nature and Science"
 ]
}

 The dataset includes 18924 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166807-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcczxm
title: Occurrence Download

description: A dataset containing 3798264 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cypriniformes"
 ]
}

 The dataset includes 3798264 records from 792 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022684-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n0e9gb
title: Occurrence Download

description: A dataset containing 13594335 species occurrences available in GBIF matching the query:
{
 "or" : [
 "DecimalLatitude is greater than or equal to 65",
 "DecimalLatitude is less than or equal to -65"
 ]
}

 The dataset includes 13594335 records from 2394 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041397-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive148423.20241212.9.2
title: Streptococcus pneumoniae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive148423.20251217.10
title: Streptococcus pneumoniae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive148424.20241212.9.2
title: Streptococcus pneumoniae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive148424.20251217.10
title: Streptococcus pneumoniae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive148425.20241212.9.2
title: Burkholderia multivorans

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive148425.20251217.10
title: Burkholderia multivorans

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5281/zenodo.18153418
title: Extraordinary damping in nature-inspired, architected interpenetrating phase composite meta-structures

description: This dataset contains the raw data and processing scripts associated with the publication Extraordinary damping in nature-inspired, architectedinterpenetrating phase composite meta-structures. It provides full access to the experimental modal analysis results and the computational workflows used to derive the key findings reported in the manuscript. A brief description of each file and folder is provided below.



The notebook Bar_Box_Plots.ipynb is used to generate all bar and box plots presented in the paper without additional graphic embellishment. It includes the modal analysis data (natural frequencies and damping ratios), bending stiffness, and surface area values of all investigated samples. Each section of the notebook can be executed independently to reproduce the corresponding figures.

For readers interested in the detailed procedures used to extract damping ratios and modal parameters using the four methods introduced and compared in the Methodology section (Section 4.3 and Table 2 of the paper), the compressed folder MA_Calculation_4methods.zip is provided. This folder contains the original frequency response function (FRF) data in .mat format, exported from DEWESOFT Modal Analysis testing, together with a dedicated README file that explains step-by-step how the reported values were obtained and how the CMIF curves were generated.

The gain comparison results shown in Supplementary Figure S1 can be reproduced using the contents of Gain_Comparison.zip, in which the F_Acc_Disp_Plots.m serves as the main MATLAB script and is accompanied by the function script sweep_accel_to_disp.m. The corresponding input data files are compiled separately in the F_Acc_Disp_ExcelData.zip folder.

The Ashby plot shown in Figure 6a can be reproduced using the contents in AshbyPlots.zip, where the notebook file AsbyPlot_VW_MA.ipynb is the main script, associated with the data required in AshbyData.xlsx. The range of the monolithic mateial envelopes and scattered data points extracted from literature have already been embedded in the code. 


The Python notebooks are compatible with Google Colab and local Python installations (Python>3.8) with commonly used libraries. The MATLAB scripts were developed and tested using MATLAB R2021a or later. 

By providing the raw experimental data together with the full analysis workflows, this repository is intended to support transparency, reproducibility, and reuse of the results, enabling readers to independently verify the reported findings and to extend the analysis to related architected material systems.