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Using Monte Carlo Methods to Compute the Uncertainty of Fracture Toughness and Fracture Resistance Curves
Monte Carlo samples of fracture toughness curve parameters using multiple possible distributions for the noise. Added noise is based on the uncertainty budget, but also explores sensitivity of various combinations of parameters versus letting all parameters vary simultaneously.
Resources
4 resources available
-
Using Monte Carlo Methods to Compute the Uncertainty of Fracture Toughness and Fracture Resistance Curves
TXT -
2866_README
TXT -
TN2212 data - simulated curve parameters
CSV -
TN_SENT Uncertainty-Final
PDF
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| accrualPeriodicity | irregular |
| bureauCode |
[ "006:55" ] |
| contactPoint |
{ "fn": "Lucas Koepke", "hasEmail": "mailto:lucas.koepke@nist.gov" } |
| description | Monte Carlo samples of fracture toughness curve parameters using multiple possible distributions for the noise. Added noise is based on the uncertainty budget, but also explores sensitivity of various combinations of parameters versus letting all parameters vary simultaneously. |
| distribution |
[ { "title": "Using Monte Carlo Methods to Compute the Uncertainty of Fracture Toughness and Fracture Resistance Curves", "mediaType": "text/plain", "description": "Monte Carlo samples of fracture toughness curve parameters using multiple possible distributions for the noise. Added noise is based on the uncertainty budget, but also explores sensitivity of various combinations of parameters versus letting all parameters vary simultaneously.", "downloadURL": "https://doi.org/10.18434/mds2-2866" }, { "title": "2866_README", "mediaType": "text/plain", "downloadURL": "https://data.nist.gov/od/ds/mds2-2866/2866_README.txt" }, { "title": "TN2212 data - simulated curve parameters", "mediaType": "text/csv", "downloadURL": "https://data.nist.gov/od/ds/mds2-2866/TN2212%20data%20-%20simulated%20curve%20parameters.csv" }, { "title": "TN_SENT Uncertainty-Final", "mediaType": "application/pdf", "downloadURL": "https://data.nist.gov/od/ds/mds2-2866/TN_SENT%20Uncertainty-Final.pdf" } ] |
| identifier | ark:/88434/mds2-2866 |
| issued | 2026-03-09 |
| keyword |
[ "fracture toughness", "monte carlo", "uncertainty budget" ] |
| landingPage | https://data.nist.gov/od/id/mds2-2866 |
| language |
[ "en" ] |
| license | https://www.nist.gov/open/license |
| modified | 2025-05-02 00:00:00 |
| programCode |
[ "006:045" ] |
| publisher |
{ "name": "National Institute of Standards and Technology", "@type": "org:Organization" } |
| references |
[ "https://doi.org/10.6028/NIST.TN.2212" ] |
| theme |
[ "Materials:Materials characterization", "Mathematics and Statistics:Modeling and simulation research" ] |
| title | Using Monte Carlo Methods to Compute the Uncertainty of Fracture Toughness and Fracture Resistance Curves |
