Preparation method of conductive gallium oxide based on deep learning and vertical Bridgman growth method
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United States of America Patent
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Aug 6, 2024
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Jun 1, 2023
app pub date -
Feb 7, 2021
filing date -
Dec 31, 2020
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Abstract
A preparation method of conductive gallium oxide based on deep learning and vertical Bridgman growth method. The prediction method includes: obtaining a preparation data of the conductive gallium oxide single crystal, the preparation data includes a seed crystal data, an environmental data, a control data and a raw material data, and the raw material data includes a doping type data and a conductive doping concentration; preprocessing the preparation data to obtain a preprocessed preparation data; inputting the preprocessed preparation data into a trained neural network model, and obtaining a predicted property data corresponding to the conductive gallium oxide single crystal through the trained neural network model, the predicted property data includes a predicted carrier concentration.
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