Overview
pulsarfitpy is a tool intended to streamline analysis of pulsars, a rapidly rotating neutron star. pulsarfitpy offers an intuitive PyTorch framework using Physics Informed Neural Networks (PINNs) to analyze differential equations in comparison to observed ATNF data. The application of the PINN framework provides an additional resource in pulsar analysis to test derived theoretical physics expressions and determine their validity.
pulsarfitpy offers the following features:
- 1D PINN Support
- 2D PINN Support
- Python Library, Command Line Interface, and Graphical User Interface Options
- Real Time Error Metrics
- Customizable Neural Network
Learn more about pulsarfitpy in the guides below.