pina-mathlab


Namepina-mathlab JSON
Version 0.1.0.post2403 PyPI version JSON
download
home_pagehttps://github.com/mathLab/PINA
SummaryPhysic Informed Neural networks for Advance modeling.
upload_time2024-03-01 02:42:11
maintainer
docs_urlNone
authorPINA Contributors
requires_python
licenseMIT
keywords physics-informed neural-network
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            PINA is a Python package providing an easy interface to deal with physics-informed neural networks (PINN) for the approximation of (differential, nonlinear, ...) functions. Based on Pytorch, PINA offers a simple and intuitive way to formalize a specific problem and solve it using PINN. The approximated solution of a differential equation can be implemented using PINA in a few lines of code thanks to the intuitive and user-friendly interface.

            

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