Code for "Harnessing fluctuations to discover dissipative evolution equations"

Code for "Harnessing fluctuations to discover dissipative evolution equations"

This dataset contains the source codes for for the paper "Harnessing fluctuations to discover dissipative evolution equations". The code computes the macroscopic evolution operator associated with many-particle systems (hydrodynamic limit) from particle simulations. The method is based on fluctuation-dissipation theory and is described in the paper. A test case considered is the zero-range process.

Subjects:

Cite this dataset as:
Li, X., Dirr, N., Embacher, P., Zimmer, J., Reina, C., 2019. Code for "Harnessing fluctuations to discover dissipative evolution equations". University of Bath Research Data Archive. https://doi.org/10.15125/BATH-00572.

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Code

codes_final.zip
application/zip (9MB)
Software: MIT License

Creators

Nicolas Dirr
Cardiff University

Peter Embacher
Cardiff University

Celia Reina
University of Pennsylvania

Documentation

Additional information:

The zip file contains the code and a README file

Documentation Files

README.pdf
application/pdf (151kB)
Creative Commons: Attribution-Share Alike 4.0

Funders

Wolfson Merit Award - Nonequilibrium Particles & PDE
WM150119

A Novel Passage from Particles to PDEs Far From Equilibrium
RPG-2013-261

Publication details

Publication date: 18 June 2019
by: University of Bath

Version: 1

DOI: https://doi.org/10.15125/BATH-00572

URL for this record: https://researchdata.bath.ac.uk/id/eprint/572

Related articles

Li, X., Dirr, N., Embacher, P., Zimmer, J. and Reina, C., 2019. Harnessing fluctuations to discover dissipative evolution equations. Journal of the Mechanics and Physics of Solids, 131, pp.240-251. Available from: https://doi.org/10.1016/j.jmps.2019.05.017.

Contact information

Please contact the Research Data Service in the first instance for all matters concerning this item.

Contact person: Johannes Zimmer

Departments:

Faculty of Science
Mathematical Sciences