Tag: Beginner

3 entries

DeepXDE

PINN Starter Framework
The most beginner-friendly PINN framework, with excellent Chinese docs and TensorFlow/PyTorch backends - the top choice to start with physics-informed networks.
GNU Lesser General Public License v2.1 PINNBeginnerChinese Docs

PINN from Scratch

Beginner Tutorial
A classic Chinese structured tutorial implementing PINN from minimal dependencies, paired with Raissi's original repo - the best start for Chinese-speaking learners.
MIT PINNTutorialBeginner

AirfRANS

Fluid / CFD - Airfoil RANS
Parametric airfoil RANS flow-field dataset - compact and ML-pipeline friendly, the go-to starting point for learning fluid surrogates.
ODbL CFDAirfoilRANS

← All Tags