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8 stars written in Python
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Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Python 3,926 1,289 Updated May 23, 2024

A JAX research toolkit for building, editing, and visualizing neural networks.

Python 1,678 52 Updated Nov 1, 2024

Topology Optimization using Python

Python 483 130 Updated Aug 31, 2022

Core packages of the COMPAS framework.

Python 313 108 Updated Nov 15, 2024
Python 161 28 Updated Jul 24, 2024

Auto-differentiable and hardware-accelerated force density method

Python 85 5 Updated Nov 1, 2024
Python 33 2 Updated Oct 12, 2023

StructGNN: An Efficient Graph Neural Network Framework for Static Structural Analysis

Python 10 2 Updated Apr 16, 2024