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SiddhantGodwani / Machine-Learning-prediction-of-nuclear-pressure-vessel-Embrittlement

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Machine Learning model used for the prediction of nuclear pressure vessel Embrittlement in advanced nuclear reactor , trained on 5000 unit USCB dataset of multiple US Nuclear reactors . Giving a MAE rate of 5% and r^2 accuracy score of 97% and Built upon latest Neural Network Architecture

nlp machine-learning deep-neural-networks deep-learning scikit-learn pytorch multilevel-models prediction-algorithm prediction-model npl nuclear-engineering reactor-physics nuclear-physics mlp-regressor nuclear-reactor reactor-pressure-vessel
  • Updated Oct 7, 2024

ArghyaChatterjee / unet-nuclear-thermal-ir-image-segmentation

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Qualitative & quantitative performance evaluation of traditional image processing and CNN based automatic methods on Pool Boiling IR images of MIT’s Nuclear Reactor Lab by measuring important boiling heat transfer parameters statistically. Work performed in 2019 as part of BSc. Thesis.

thermal-imaging nuclear-reactor unet-pytorch unet-image-segmentation boiling ir-imaging
  • Updated Mar 14, 2024
  • Jupyter Notebook

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