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This is a python package that implements the MSIBI coarse-graining method for molecular dynamics.
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**MSIBI** is a Python package that implements the Multi-state Iterative Boltzmann Inversion (MS-IBI) method for coarse-graining in molecular dynamics.
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This implementation provides an intuitive Python API for running iterative Boltzmann inversion (IBI) across multiple states (MS-IBI) or a single state. It is designed to make it easy to chain together multiple optimization runs—for example, you can first optimize a coarse-grained bond-stretching interaction, then hold it fixed while optimizing other interactions like bond bending or non-bonded pair potentials.
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MSIBI uses the HOOMD-blue simulation engine under the hood for coarse-grained simulations; however, it does not require that the target (atomistic) simulations are also performed with HOOMD-blue. The resulting coarse-grained potentials are exported in a tabulated format compatible with other simulation engines such as LAMMPS and GROMACS.
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Quick start
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===========
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.. toctree::
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:maxdepth:1
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examples
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installation
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@@ -17,6 +24,8 @@ Resources
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- `MSIBI paper <https://doi.org/10.1063/1.4880555>`_: Explanation of the MSIBI method.
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- `HOOMD-Blue <https://hoomd-blue.readthedocs.io/en/latest/>`_: Python package used to perform molecular dynamics simulations on CPUs and GPUs.
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.. toctree::
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:maxdepth:1
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Citation
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========
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If you use msibi in your research, please cite the following paper:
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If you use the ``msibi`` python package in your research, please cite the following paper:
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