maziarraissi/PINNs

A Python library for solving and discovering nonlinear partial differential equations using physics-informed neural networks.

Python
AI & Machine Learning
Machine Learning Ops
MIT

5.6K

Stars

1.6K

Forks

Jan 21, 2018

Created

Feb 11, 2026

Last Updated

Project Analytics

Stars Growth (1 Month)

+76

+1.4% change

Avg Daily Growth (1 Month)

+2.7

stars per day

Fork/Star Ratio (All Time)

27.6%

High engagement

Lifetime Growth

1.9

stars/day over 3.0K days

Stars Over Time

Forks Over Time

Open Issues Over Time

Pull Requests Over Time

Commits Over Time

AI-Generated Tags

physics-informed
partial-differential-equations
neural-networks
data-driven
scientific-computing
numerical-methods

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