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RotationalDiffusion

Documentation Status License: GPL v3 Powered by MDAnalysis

A Python package for analyzing rotational diffusion from molecular dynamics simulations.

Features

  • Determine the orientation of a molecule along an MD trajectory
  • Compute rotational correlation functions
  • Analyze time-dependent rotational diffusion behaviour
  • Fit a Brownian rotational diffusion model to the rotational correlation functions
  • Estimate uncertainties of the obtained principal axes and diffusion coefficients

Installation

First, clone this repository using

git clone https://github.com/MolSimGroup/rotationaldiffusion.git

Then, cd into the cloned directory and install the package using pip

pip install .

We suggest to use the package by importing it as

import RotationalDiffusion as rd

Documentation and Tutorial

The full documentation is available at: https://rotationaldiffusion.readthedocs.io

A slightly older but comprehensive tutorial demonstrating the main functionalities of the package is included in the documentation. Further, a user guide and more advanced API documentation are currently being developed.

Citation

If you use this package in your research, please read and cite

S. L. Holtbrügge and L. V. Schäfer: Robust Estimation of Rotational Diffusion Tensors of Proteins from Molecular Dynamics Simulations, 2025. bioRxiv, doi: 10.1101/2025.05.27.656261.

Author

This package was developed by Simon Holtbrügge. Contact: simon.holtbruegge@rub.de.

License

This project is licensed under the GNU General Public License v3.0 - see the LICENSE file for details.

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Extract rotational diffusion tensors of molecules from MD simulations.

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