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.
Cite this dataset as:
Li, X.,
Dirr, N.,
Embacher, P.,
Zimmer, J.,
Reina, C.,
2019.
Code for "Harnessing fluctuations to discover dissipative evolution equations".
Bath: University of Bath Research Data Archive.
Available from: https://doi.org/10.15125/BATH-00572.
Export
Code
codes_final.zip
application/zip (9MB)
Software: MIT License
Creators
Nicolas Dirr
Cardiff University
Peter Embacher
Cardiff University
Johannes Zimmer
University of Bath
Celia Reina
University of Pennsylvania
Contributors
University of Bath
Rights Holder
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
Royal Society
https://doi.org/10.13039/501100000288
Wolfson Merit Award - Nonequilibrium Particles and PDE
WM150119
Leverhulme Trust
https://doi.org/10.13039/501100000275
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 papers and books
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, 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
Faculty of Science
Mathematical Sciences
