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What’s a PINN?

A Physics Informed Neural Network (PINN) is a specialized type of artificial intelligence model that brings together the power of traditional neural networks with the knowledge accumulated over centuries in the field of physics. Neural networks, for those not...

What are Graph Neural Networks?

In a world interconnected by a web of relationships, understanding and harnessing the complexities of these connections is becoming increasingly important. Enter Graph Neural Networks (GNNs), an innovative approach that promises to revolutionize the way we interact...
The Significance of Physics-Informed Neural Networks

The Significance of Physics-Informed Neural Networks

In recent years, the marriage of physics and machine learning has given rise to a revolutionary concept known as Physics-Informed Neural Networks (PINNs). These novel frameworks represent a remarkable fusion of two disciplines, harnessing the power of neural networks...