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Add calibration framework, perfectmodel experiment
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name: Calibration | ||
on: | ||
push: | ||
tags: '*' | ||
pull_request: | ||
merge_group: | ||
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jobs: | ||
test: | ||
name: ClimaCalibrate E2E Test | ||
runs-on: ubuntu-latest | ||
timeout-minutes: 30 | ||
steps: | ||
- uses: julia-actions/cache@v2 | ||
- uses: julia-actions/julia-buildpkg@v1 | ||
- uses: actions/checkout@v4 | ||
- uses: julia-actions/setup-julia@v2 | ||
with: | ||
version: '1.10' | ||
- run: | | ||
julia --project=calibration/test -e 'using Pkg; Pkg.instantiate(;verbose=true)' | ||
julia --project=calibration/test calibration/test/e2e_test.jl |
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*.hdf5 | ||
*.h5 | ||
*.g | ||
*.lock | ||
*.loc | ||
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# misc | ||
.DS_Store |
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# ClimaAtmos Calibration Experiments | ||
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This directory contains the model interface (`model_interface.jl`) for ClimaCalibrate and folders (within `experiments/`) for reproducing calibration experiments. | ||
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## Current Experiments | ||
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### sphere_held_suarez_rhoe_equilmoist | ||
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A perfect-model calibration, using ClimaAtmos v0.24.0. | ||
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- Configuration: 0-moment microphysics scheme, spherical with Held-Suarez forcing. | ||
- Observational data: zonal and 60-day time average air temperature at 242m altitude. Provided by [ClimaArtifacts](https://github.com/CliMA/ClimaArtifacts/tree/main/atmos_held_suarez_obs). | ||
- Parameter being calibrated: `equator_pole_temperature_gradient_wet` | ||
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For more details, see the experiment directory. | ||
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To reproduce the results, on the Caltech central cluster run | ||
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```sbatch calibration/experiments/sphere_held_suarez_rhoe_equilmoist/pipeline.sbatch``` | ||
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## New Experiments | ||
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To set up your own experiment, please follow the [setup guide](https://clima.github.io/ClimaCalibrate.jl/dev/atmos_setup_guide/). |
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calibration/experiments/sphere_held_suarez_rhoe_equilmoist/Artifacts.toml
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[atmos_held_suarez_obs] | ||
git-tree-sha1 = "d93ff2958e12d6bba6e8343bfa73554390df52e4" | ||
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[[atmos_held_suarez_obs.download]] | ||
sha256 = "f5d63df2bab849632bd2fcd5a4e3165465d1898e1a5fbee6e5fe07f5b3e57fc3" | ||
url = "https://caltech.box.com/shared/static/sbn6afsgn2xzxi5n0ffs928otstshjvi.gz" |
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