Pattern
Artificial Intelligence
From physics to generative AI: An AI model for advanced pattern generation
Generative AI, which is currently riding a crest of popular discourse, guarantees...
Artificial Intelligence
Mastering the Unknown with GPT-4 and the Flipped Interaction Pattern
Like me, you’ve probably been dazzled by the strides recently made in the sector of Generative AI. It appears like we live in a science-fiction reality, where machines understand us.At the center of this...
Artificial Intelligence
Unraveling the Design Pattern of Physics-Informed Neural Networks: Part 05
2.1 Problem 🎯In the applying of Physics-Informed Neural Networks (PINNs), it comes as no surprise that the neural network hyperparameters, comparable to network depth, width, the selection of activation function, etc, all have significant...
Artificial Intelligence
Unraveling the Design Pattern of Physics-Informed Neural Networks: Series 01 1. Paper at a look: 2. Design pattern 3 Potential Future Improvements 4 Takeaways Reference
2.1 ProblemPhysics-Informed Neural Networks (PINNs) offer a definite advantage over conventional neural networks by explicitly integrating known governing atypical or partial differential equations (ODEs/PDEs) of physical processes. The enforcement of those governing equations in...
Artificial Intelligence
Unraveling the Design Pattern of Physics-Informed Neural Networks: Series 01
2.1 ProblemPhysics-Informed Neural Networks (PINNs) offer a definite advantage over conventional neural networks by explicitly integrating known governing abnormal or partial differential equations (ODEs/PDEs) of physical processes. The enforcement of those governing equations in...
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