A Domain-Specific Language for Classical Mechanics with Symbolic and Numerical Analysis
Project description
MechanicsDSL
A Domain-Specific Language for Classical Mechanics - A comprehensive framework for symbolic and numerical analysis of classical mechanical systems using LaTeX-inspired notation.
Features
- Symbolic Computation: Automatic derivation of equations of motion from Lagrangians and Hamiltonians
- Numerical Simulation: Advanced ODE solvers with adaptive step sizing
- Visualization: Interactive animations and phase space plots
- Unit System: Comprehensive dimensional analysis and unit checking
- Constraint Handling: Support for holonomic and non-holonomic constraints
- Performance Monitoring: Built-in profiling and optimization tools
Installation
pip install mechanics-dsl
Or install from source:
git clone https://github.com/MechanicsDSL/mechanicsdsl
cd mechanics_dsl
pip install -e .
Quick Start
from mechanics_dsl import PhysicsCompiler
# Define a simple pendulum system
dsl_code = """
system pendulum
var theta: angle [rad]
parameter g = 9.81 [m/s^2]
parameter L = 1.0 [m]
lagrangian = 0.5 * m * L^2 * \\dot{theta}^2 - m * g * L * (1 - \\cos{theta})
initial theta = 0.1, \\dot{theta} = 0
solve method=rk45 t_span=[0, 10]
animate
"""
# Compile and run
compiler = PhysicsCompiler()
result = compiler.compile_dsl(dsl_code)
solution = compiler.simulate(t_span=(0, 10))
compiler.animate(solution)
Testing
Run the test suite:
pytest tests/ -v
Or run tests in Google Colab - see COLAB_TESTING.md for instructions!
Documentation
Full documentation is available at https://mechanics-dsl.readthedocs.io
License
MIT License - see LICENSE file for details.
Citation
If you use MechanicsDSL in your research, please cite:
@software{mechanics_dsl,
author = {Parsons, Noah},
title = {MechanicsDSL: A Domain-Specific Language for Classical Mechanics},
year = {2025},
url = {https://github.com/MechanicsDSL/mechanicsdsl}
}
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