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Neural network alternatives #11

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afr2903 opened this issue Nov 12, 2024 · 1 comment

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machine learning

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afr2903 commented Nov 12, 2024

Given time constrain, a static neural network will be used. However, after discussing with the mentor, alternatives were presented:

Feed-forward neural network: Good for time-series as takes into account previous steps, sample time should be constant.
Recurrent neural networks: Better if sample time is noisy.
Informed neural networks: Follow a physical equation to take load off the non-linear data.

Will be explored later for the research paper.

afr2903 added the machine learning label

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afr2903 commented Dec 5, 2024

Feedforward tutorial

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