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Particula

A simple, fast, and powerful particle simulator for aerosol science.

Requires: Python 3.12+

Documentation | Examples | PyPI

Installation

pip install particula

or via conda:

conda install -c conda-forge particula

Quick Start

import particula as par

# Build an aerosol system
aerosol = (
    par.AerosolBuilder()
    .set_atmosphere(atmosphere)
    .set_particles(particles)
    .build()
)

# Run dynamics (chainable with | operator)
process = par.dynamics.Condensation(strategy) | par.dynamics.Coagulation(strategy)
aerosol = process.execute(aerosol, time_step=10, sub_steps=1000)

Code Structure

particula/
├── gas/           # Gas phase: species, vapor pressure, atmosphere
├── particles/     # Particle representations & distributions
├── dynamics/      # Time-dependent processes
│   ├── coagulation/
│   ├── condensation/
│   └── wall_loss/
├── activity/      # Activity coefficients, phase separation
├── equilibria/    # Gas-particle partitioning
└── util/          # Constants, validation, unit conversion

Documentation Guide

Looking for... Go to
Tutorials & walkthroughs Examples/
Scientific background Theory/
API reference Full Docs
Contributing contribute/

Examples by Topic

  • Aerosol — Building and inspecting aerosol objects
  • Dynamics — Coagulation, condensation, wall loss simulations
  • Equilibria — Gas-particle partitioning calculations
  • Gas Phase — Vapor pressure, species properties
  • Particle Phase — Size distributions, optical properties
  • Simulations — Full end-to-end scientific scenarios

Featured Examples

  • Aerosol Tutorial — Learn how to build gas species, atmospheres, particle distributions, and combine them into an Aerosol object.

  • Organic Partitioning & Coagulation — Full simulation of secondary organic aerosol (SOA) formation from 10 organic vapors, followed by Brownian coagulation over 10 minutes.

  • Cloud Chamber Cycles — Multi-cycle cloud droplet activation demonstrating κ-Köhler theory across 3 seed compositions (Ammonium Sulfate, Sucrose, Mixed), showing how hygroscopicity affects activation at different supersaturations.

Features

  • Gas & Particle Phases — Full thermodynamic modeling with swappable strategies
  • Dynamics — Coagulation, condensation, wall loss, dilution
  • Flexible Representations — Discrete bins, continuous PDF, particle-resolved
  • Builder Pattern — Clean, validated object construction with unit conversion
  • Composable Processes — Chain runnables with | operator

Citation

If you use Particula in your research, please cite:

Particula [Computer software]. DOI: 10.5281/zenodo.6634653

License

MIT

Release files for particula 0.2.12

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

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Source distribution for particula 0.2.12
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Table of built distributions (wheels) for particula 0.2.12
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particula-0.2.12-py3-none-any.whl Python 3 none any Details

Total release size: 2.2 MB

Release files / particula-0.2.12.tar.gz

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