Data for "Machine Learning Predictions of Irradiation Embrittlement in Reactor Pressure Vessel Steels"
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资源简介:
To ensure all publicly available data used in this paper are easily accessible and adequately archived, we have placed the following files in the SI and on Figshare with DOI 10.6084/m9.figshare.12816437. The IVAR+ database is not publicly available and therefore this data is not included in any of the shared files. Requests for the IVAR+ data should be sent to G. R. Odette at odette@engineering.ucsb.edu. The databases used in this study are still under development. The part analyzed here is available upon request to evaluate the correctness of our results but based on an agreement that there would not be further dissemination.1. Figures Data: Fig X.csv and Fig SX.csv contain all the data used to make Figure X and Figure SX in the manuscript and the SI, respectively, except for the data that may directly revealed the experimentally determined of a given alloy composition.2. Tables Data: Table X.csv and Table SX.csv contain all the data used to make Table X and Table SX in the manuscript and the SI, respectively.3. Model parameters: Model_coef_X.csv and Model_kernel_X.csv contain the coefficient and the Gaussian kernel matrix that we used in creating the model at the full-fit prediction, where X is CD or Expt, accounting for using CD-IVAR+ and IVAR+ as the training data set.
创建时间:
2022-04-07



