How to cite MultiscaleNano

If you use this platform in research, teaching, or a publication, please cite the software and note the coarse-grained model limitations in your methods section.

Software citation

MultiscaleNano (2026). Open web platform for lipid nanoparticle
simulation with OpenMM molecular dynamics.
https://github.com/AVK-creator-bot/MultiScaleNano
Accessed: [date].

Suggested methods text

LNP formulations were evaluated in silico using MultiscaleNano, an
open coarse-grained molecular dynamics platform (OpenMM). Simulations
included [modules run] in standard MD mode with 3 independent
replicates. Reported metrics include 95% confidence intervals derived
from replicate ensembles. Computational predictions were treated as
comparative screening and validated by [experimental method].

Export your data

After each simulation, download JSON or CSV from the results page. Files include module metrics, uncertainty records, and methodology metadata for supplementary materials.