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MICM Chemistry

A unique chemistry module that can be implemented in any atmosphere model used at NCAR.
https://github.com/ncar/micm

Category: Atmosphere
Sub Category: Atmospheric Chemistry and Aerosol

Keywords

atmospheric-chemistry atmospheric-modeling atmospheric-science cuda gpu gpu-acceleration hpc ode-solver

Keywords from Contributors

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Last synced: about 17 hours ago
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A model-independent chemistry module for atmosphere models

README.md

MICM Chemistry

Model Independent Chemical Module. MICM can be used to configure and solve atmospheric chemistry systems.

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Copyright (C) 2018-2025 National Center for Atmospheric Research

Note
MICM 3.x.x is part of a refactor and may include breaking changes across minor revision numbers
and partially implemented features

Getting Started

Installing MICM locally

To build and install MICM locally, you must have CMake installed on your machine.

Open a terminal window, navigate to a folder where you would like the MICM files to exist,
and run the following commands:

git clone https://github.com/NCAR/micm.git
cd micm
mkdir build
cd build
ccmake ..
sudo make install -j 8

To run the tests:

make test

If you would later like to uninstall MICM, you can run
sudo make uninstall from the build/ directory.

Options

There are multiple options for running micm. You can use json
to configure a solver, llvm to JIT-compile
solvers on CPUs or cuda-based solvers to solve chemistry on GPUs.
Please read our docs
to learn how to enable these options.

Running a MICM Docker container

You must have Docker Desktop installed and running.
With Docker Desktop running, open a terminal window.
To build the latest MICM release, run the following command to start the MICM container:

docker run -it ghcr.io/ncar/micm:release bash

To build the latest pre-release version of MICM, instead run:

git clone https://github.com/NCAR/micm.git
cd micm
docker build -t micm -f docker/Dockerfile .
docker run -it micm bash

Inside the container, you can run the MICM tests from the /build/ folder:

cd /build/
make test

Using the MICM API

The following example solves the fictitious chemical system:

foo       --k1--> 0.8 bar + 0.2 baz
foo + bar --k2--> baz

The k1 and k2 rate constants are for Arrhenius reactions. See the MICM documentation for details on the types of reactions available in MICM and how to configure them.

To solve this system save the following code in a file named foo_chem.cpp:

#include <micm/process/arrhenius_rate_constant.hpp>
#include <micm/solver/rosenbrock.hpp>
#include <micm/solver/solver_builder.hpp>

#include <iomanip>
#include <iostream>

using namespace micm;

int main(const int argc, const char *argv[])
{
  auto foo = Species{ "Foo" };
  auto bar = Species{ "Bar" };
  auto baz = Species{ "Baz" };

  Phase gas_phase{ std::vector<Species>{ foo, bar, baz } };

  System chemical_system{ SystemParameters{ .gas_phase_ = gas_phase } };

  Process r1 = Process::Create()
                   .SetReactants({ foo })
                   .SetProducts({ Yield(bar, 0.8), Yield(baz, 0.2) })
                   .SetRateConstant(ArrheniusRateConstant({ .A_ = 1.0e-3 }))
                   .SetPhase(gas_phase);

  Process r2 = Process::Create()
                   .SetReactants({ foo, bar })
                   .SetProducts({ Yield(baz, 1) })
                   .SetRateConstant(ArrheniusRateConstant({ .A_ = 1.0e-5, .C_ = 110.0 }))
                   .SetPhase(gas_phase);

  std::vector<Process> reactions{ r1, r2 };

  auto solver = micm::CpuSolverBuilder<micm::RosenbrockSolverParameters>(micm::RosenbrockSolverParameters::ThreeStageRosenbrockParameters())
                    .SetSystem(chemical_system)
                    .SetReactions(reactions)
                    .Build();

  State state = solver.GetState();

  state.conditions_[0].temperature_ = 287.45;  // K
  state.conditions_[0].pressure_ = 101319.9;   // Pa
  state.conditions_[0].CalculateIdealAirDensity();
  state.SetConcentration(foo, 20.0);           // mol m-3

  state.PrintHeader();
  for (int i = 0; i < 10; ++i)
  {
    solver.CalculateRateConstants(state);
    auto result = solver.Solve(500.0, state);
    state.PrintState(i * 500);
  }

  return 0;
}

To build and run the example using GNU (assuming the default install location):

g++ -o foo_chem foo_chem.cpp -I/usr/local/micm-3.8.0/include -std=c++20
./foo_chem

Output:

 time,        Bar,        Baz,        Foo
    0,   5.90e+00,   1.91e+00,   1.18e+01
  500,   9.05e+00,   3.32e+00,   6.79e+00
 1000,   1.07e+01,   4.21e+00,   3.83e+00
 1500,   1.17e+01,   4.74e+00,   2.14e+00
 2000,   1.22e+01,   5.04e+00,   1.19e+00
 2500,   1.24e+01,   5.21e+00,   6.58e-01
 3000,   1.26e+01,   5.31e+00,   3.64e-01
 3500,   1.27e+01,   5.36e+00,   2.01e-01
 4000,   1.27e+01,   5.39e+00,   1.11e-01
 4500,   1.28e+01,   5.41e+00,   6.13e-02

Citation

MICM is part of the MUSICA project and can be cited by reference to the MUSICA vision paper. The BibTeX entry below can be used to generate a citation for this.

@Article { acom.software.musica-vision,
    author = "Gabriele G. Pfister and Sebastian D. Eastham and Avelino F. Arellano and Bernard Aumont and Kelley C. Barsanti and Mary C. Barth and Andrew Conley and Nicholas A. Davis and Louisa K. Emmons and Jerome D. Fast and Arlene M. Fiore and Benjamin Gaubert and Steve Goldhaber and Claire Granier and Georg A. Grell and Marc Guevara and Daven K. Henze and Alma Hodzic and Xiaohong Liu and Daniel R. Marsh and John J. Orlando and John M. C. Plane and Lorenzo M. Polvani and Karen H. Rosenlof and Allison L. Steiner and Daniel J. Jacob and Guy P. Brasseur",
    title = "The Multi-Scale Infrastructure for Chemistry and Aerosols (MUSICA)",
    journal = "Bulletin of the American Meteorological Society",
    year = "2020",
    publisher = "American Meteorological Society",
    address = "Boston MA, USA",
    volume = "101",
    number = "10",
    doi = "10.1175/BAMS-D-19-0331.1",
    pages= "E1743 - E1760",
    url = "https://journals.ametsoc.org/view/journals/bams/101/10/bamsD190331.xml"
}

Community and contributions

We welcome contributions and feedback from anyone, everything from updating
the content or appearance of the documentation to new and
cutting edge science.

  • Collaboration

  • Contributor's guide

    • Before submiitting a PR, please thouroughly read this to you understand our expectations. We reserve the right to reject any PR not meeting our guidelines.

Documentation

Please see the MICM documentation for detailed
installation and usage instructions.

License

Copyright (C) 2018-2025 National Center for Atmospheric Research

Citation (CITATION.cff)

cff-version: 1.2.0
message: If you use this software, please cite it as below.
title: Model Independent Chemistry Model (MICM)
version: v3.7.0
doi: "10.5281/zenodo.10472189"
authors:
  - family-names: Dawson
    given-names: Matthew
  - family-names: Sun
    given-names: Jian
  - family-names: Shores
    given-names: Kyle
  - family-names: Fillmore
    given-names: David
  - family-names: Tan
    given-names: Qina
  - family-names: Craig
    given-names: Cheryl
  - family-names: Gim
    given-names: Jiwon
  - family-names: Waxmonsky
    given-names: Michael
  - family-names: Vitt
    given-names: Francis
  - family-names: Conley
    given-names: Andrew
  - family-names: Karsenti
    given-names: Aharon
license: Apache-2.0
url: "https://github.com/NCAR/micm"

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github-actions[bot] 4****] 112
Jiwon Gim j****m@u****u 77
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Andrew Conley a****y@m****u 11
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mwaxmonsky 1****y 10
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aharon karsenti a****9@g****m 1

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