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slides/marda-2024/node_modules | ||
slides/marda-2024/package-lock.json | ||
slides/marda-2024/package.json |
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# Set up | ||
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To get started with Sli.dev follow instrucions in Obsidian. |
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slides/marda-2024/images/Levels-of-semantic-systems-Source-Geoff-Gross-Osthus.png
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--- | ||
title: Phase Field Metadata Working Group | ||
fonts: | ||
# the text | ||
sans: Robot | ||
serif: Robot Slab | ||
# code blocks | ||
mono: Fira Code | ||
defaults: | ||
layout: default | ||
layout: cover | ||
theme: academic | ||
coverAuthor: ["Daniel Wheeler, NIST"] | ||
coverDate: "02/21/2024" | ||
coverAuthorUrl: https://github.com/marda-alliance/phase-field-schema | ||
coverBackgroundUrl: ./images/banner.png | ||
mdc: true | ||
--- | ||
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# Phase Field Metadata Working Group | ||
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## 2024 MaRDA Meet | ||
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[https://github.com/marda-alliance/phase-field-schema]{style="color: #848482"} :inline-component{prop="value"} | ||
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--- | ||
layout: center | ||
--- | ||
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<!-- <template v-slot:default> --> | ||
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<!-- **Group Admin** --> | ||
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<!-- * Meet 1 hour once a month --> | ||
<!-- * First meet: 09/21/2023 --> | ||
<!-- * 6 meetings so far --> | ||
<!-- * 10 members --> | ||
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<!-- </template> --> | ||
<!-- <template v-slot:right> --> | ||
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**Group Members** | ||
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- Stephen DeWitt, ORNL | ||
- Trevor Keller, NIST | ||
- Kasra Momeni, U of Alabama | ||
- Hafiz Noman, KIT | ||
- Michael Selzer, KIT | ||
- Marvin Tegeler, OpenPhase Solutions | ||
- Kaysuyo Thornton, U of Michigan | ||
- Zach Trautt, NIST | ||
- Daniel Wheeler, NIST | ||
- Olga Wodo, U at Buffalo | ||
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<!-- </template> --> | ||
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--- | ||
layout: figure-side | ||
figureUrl: ./images/Selection_001.png | ||
figureCaption: "PFHub Benchmark 1b with data from 20 sources required to be machine readable" | ||
--- | ||
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<br><br><br> | ||
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**Motivation** | ||
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- No widely used semantic web standard for materials simulation metadata | ||
- Phase field is a convenient place to start | ||
- Background wrangling data for phase field benchmarks | ||
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--- | ||
layout: center | ||
--- | ||
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**Goals** | ||
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- Generate a metadata standard for phase field data | ||
- Use current semantic web technologies | ||
- Adopt metadata standard for some published use cases | ||
- *Possibly* provide a template for FAIR metadata standards for | ||
materials simulation | ||
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--- | ||
layout: center | ||
--- | ||
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<p style="font-size: 10pt; color: #848484;" class="absolute font-extralight right-110 transform rotate-0 top-25">data dictionary / <br> semantic data dictionary / <br> schema / <br> ontology</p> | ||
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**Goals** | ||
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- Generate a <span style="color: #848484;"> metadata standard </span> for phase field data | ||
- Use current semantic web technologies | ||
- Adopt metadata standard for some published use cases | ||
- *Possibly* provide a template for FAIR metadata standards for | ||
materials simulation | ||
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--- | ||
layout: figure-side | ||
figureUrl: ./images/Selection_002.png | ||
figureCaption: "Initial attempt at a glossary of phase field terms" | ||
--- | ||
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<br> | ||
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**Accomplishments** | ||
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- Proposal | ||
- 5 use cases | ||
- Literature review | ||
- Glossary | ||
- Loose hierarchy | ||
- Tentative attempts using semantic web tech (schema.org) | ||
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--- | ||
layout: center | ||
--- | ||
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**Use cases** | ||
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- AI | ||
- Data Management | ||
- Performance Comparison | ||
- Materials Design Workflow | ||
- Phase Field Benchmarks | ||
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--- | ||
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```mermaid | ||
--- | ||
title: Metadata Heirachy | ||
--- | ||
%%{ | ||
init: { | ||
'theme': 'dark', | ||
'themeVariables': { | ||
'nodeBorder': '#848482' | ||
} | ||
} | ||
}%% | ||
flowchart TD | ||
pf(Phase Field Result) --> ps(Problem Spec) | ||
pf --> ce(Computational Execution) | ||
pf --> ns(Numerical Solution) | ||
pf --> dsd(Dataset Details) | ||
ns --> ms(Meshing Strategy) | ||
ns --> ts(Time-stepping Strategy) | ||
ns --> ds(Discretization Strategy) | ||
ns --> ls(Linear Solver) | ||
ns --> nls(Non-linear Solver) | ||
ds --> fe(Finite Element) | ||
ds --> fv(Finite Volume) | ||
ds --> fd(Finite Difference) | ||
ds --> fs(Spectral) | ||
``` | ||
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--- | ||
layout: figure-side | ||
figureUrl: ./images/Levels-of-semantic-systems-Source-Geoff-Gross-Osthus.png | ||
figureCaption: "From \"Report on Workshop on Interoperability in Materials Modelling\", doi:10.5281/zenodo.1240229" | ||
--- | ||
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<br><br> | ||
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**Work Plan** | ||
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- Continue monthly meetings (6 so far) | ||
- Complete metadata hierarchy | ||
- Implement with semantic web tech | ||
- Generate use case / working examples using metadata standard and document | ||
- Publication and disseminate | ||
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--- | ||
layout: end | ||
--- | ||
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Please join the group if you're interested in simulation metadata | ||
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<!-- --- --> | ||
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<!-- Timeline --> | ||
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<!-- --- --> | ||
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<!-- **Literature that influences us** --> | ||
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<!-- - data dictionaries --> | ||
<!-- - --> | ||
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.slidev-layout.cover { | ||
padding-right: 12rem !important; | ||
padding-left: 12rem !important; | ||
} | ||
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.slidev-layout.center { | ||
padding-right: 12rem !important; | ||
padding-left: 12rem !important; | ||
} | ||
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.slidev-layout.end { | ||
padding-right: 12rem !important; | ||
padding-left: 12rem !important; | ||
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background-image: linear-gradient(rgba(0, 0, 0, 0.75), rgba(0, 0, 0, 0.99)), url("https://raw.githubusercontent.com/usnistgov/pfhub/master/images/banner.png") !important; | ||
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background-position: center center; | ||
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