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Adding example of hybrid simulation with DNN for rel perm #75

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merged 9 commits into from
Oct 28, 2024
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Merged

Adding example of hybrid simulation with DNN for rel perm #75

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8611b60
Add dummy implementation of ML-based relperm evaluation
andreas-brostrom Apr 29, 2024
d417f31
Add notebook to train ML based Brooks Corey method
jakobtorben May 3, 2024
e0e411a
Improve rel perm model and add validation
jakobtorben Aug 14, 2024
93fce93
Add example with DNN based rel perm
jakobtorben Aug 14, 2024
c1e203f
Update hybrid simulation example to Literate style
jakobtorben Oct 21, 2024
0d4efcd
Migrate hybrid example from Flux.jl to Lux.jl
jakobtorben Oct 22, 2024
6542dc2
Add SimpleChains bonus section to hybrid example
jakobtorben Oct 22, 2024
b07f0ce
Replace Plots with GLMakie
jakobtorben Oct 28, 2024
f189efe
Fix comments
jakobtorben Oct 28, 2024
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8 changes: 8 additions & 0 deletions docs/Project.toml
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Original file line number Diff line number Diff line change
@@ -1,11 +1,13 @@
[deps]
ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
DocumenterCitations = "daee34ce-89f3-4625-b898-19384cb65244"
DocumenterVitepress = "4710194d-e776-4893-9690-8d956a29c365"
GLMakie = "e9467ef8-e4e7-5192-8a1a-b1aee30e663a"
GeoEnergyIO = "3b1dd628-313a-45bb-9d8d-8f3c48dcb5d4"
GraphMakie = "1ecd5474-83a3-4783-bb4f-06765db800d2"
Lux = "b2108857-7c20-44ae-9111-449ecde12c47"
HYPRE = "b5ffcf37-a2bd-41ab-a3da-4bd9bc8ad771"
Jutul = "2b460a1a-8a2b-45b2-b125-b5c536396eb9"
JutulDarcy = "82210473-ab04-4dce-b31b-11573c4f8e0a"
Expand All @@ -16,3 +18,9 @@ Literate = "98b081ad-f1c9-55d3-8b20-4c87d4299306"
MultiComponentFlash = "35e5bd01-9722-4017-9deb-64a5d32478ff"
NetworkLayout = "46757867-2c16-5918-afeb-47bfcb05e46a"
Optim = "429524aa-4258-5aef-a3af-852621145aeb"
Optimisers = "3bd65402-5787-11e9-1adc-39752487f4e2"
Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
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Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
SimpleChains = "de6bee2f-e2f4-4ec7-b6ed-219cc6f6e9e5"
Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
1 change: 1 addition & 0 deletions docs/make.jl
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Expand Up @@ -39,6 +39,7 @@ function build_jutul_darcy_docs(build_format = nothing;
"CO2 injection in saline aquifer" => "co2_sloped",
"Compositional with five components" => "compositional_5components",
"Parameter matching of Buckley-Leverett" => "optimize_simple_bl",
"Hybrid simulation with relative permeability" => "hybrid_simulation_relperm",
"Validation: SPE1" => "validation_spe1",
"Validation: SPE9" => "validation_spe9",
"Validation: Compositional" => "validation_compositional",
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