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A Practical Guide to Fiber Optic Equipment and its Uses

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Fiber optic networks are the foundation of modern connectivity. They carry everything from streaming video and cloud data to critical communications for hospitals and emergency services. But building, maintaining, and troubleshooting these networks req…

Artificial Intelligence, deep-learning, Editors Pick, Machine Learning, Quantum Machine Learning, Technology, Tutorials

A Step-by-Step Coding Tutorial on NVIDIA PhysicsNeMo: Darcy Flow, FNOs, PINNs, Surrogate Models, and Inference Benchmarking

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In this tutorial, we implement NVIDIA PhysicsNeMo on Colab and build a practical workflow for physics-informed machine learning. We start by setting up the environment, generating data for the 2D Darcy Flow problem, and visualizing the physical fields to clearly understand the learning task. From there, we implement and train powerful models such as the […]

The post A Step-by-Step Coding Tutorial on NVIDIA PhysicsNeMo: Darcy Flow, FNOs, PINNs, Surrogate Models, and Inference Benchmarking appeared first on MarkTechPost.

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