Model Card for HIVE-XGB

Use XGBoost to infer coefficients for a PCA model, based on time and parameter dependence. The inferred coefficients are then used to reconstruct a field (such as temperature).

Model Details

Model Description

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• Developed by: Josh Williams
• Funded by: Fusion Computing Lab
• Model type: XGBoost+PCA
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Model Sources [optional]

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• Demo [optional]: {{ demo | default("[More Information Needed]", true)}}

Uses

Direct Use

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Downstream Use [optional]

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Bias, Risks, and Limitations

Currently the model is limited to three parameters: heat-transfer coefficient on inner pipe, current, and electrical conducitivity.

How to Get Started with the Model

Use the code below to get started with the model.

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Training Details

Training Data

Citation [optional]

TODO

Model Card Authors [optional]

Josh Williams

Model Card Contact

firstname dot lastname at stfc dot ac dot uk