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Manifold Models: Tables and Network capability, wrappers in EOS, Transport#492

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baperry2 merged 98 commits intoAMReX-Combustion:developmentfrom
baperry2:last-manifold-rebase
Jun 28, 2024
Merged

Manifold Models: Tables and Network capability, wrappers in EOS, Transport#492
baperry2 merged 98 commits intoAMReX-Combustion:developmentfrom
baperry2:last-manifold-rebase

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@baperry2 baperry2 commented Apr 24, 2024

Includes new capability to define black box function (either a table or a neural network) and use this function in an EOS.

Co-authored by: @KiranEiden

Does not support the Reactor code yet, that will be a separate PR.

@baperry2 baperry2 force-pushed the last-manifold-rebase branch 3 times, most recently from 41029b3 to 6e8eb5d Compare May 2, 2024 21:49
baperry2 and others added 27 commits May 3, 2024 11:20
Still need to generalize TabFuncParams and TabFuncData and work the neural net into the existing EoS framework
- Moved get_var_index to ManifoldFunc.H instead of EosParams.H
- Shortened get_var_index arglist
- Still need to calculate source terms
- Still need to account for variables passed to input layer
- Maybe we can worry about GPUs later
- This style of manifold will print all of the metadata properly, but SEGFAULTs at some point in EosEval/main.cpp
Combined Source Term lookups
@baperry2 baperry2 marked this pull request as ready for review June 12, 2024 21:58
@baperry2 baperry2 requested a review from marchdf June 12, 2024 21:58
@baperry2 baperry2 changed the title WIP: Dusting off the manifold stuff Manifold Models: Tables and Network capability, wrappers in EOS, Transport Jun 28, 2024
@baperry2 baperry2 merged commit 2d5dc1b into AMReX-Combustion:development Jun 28, 2024
@baperry2 baperry2 deleted the last-manifold-rebase branch July 1, 2025 20:07
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3 participants