Benchmarking and analysis of different models of reactor pressure vessel steel embrittlement
The contents of this repository, including both the generation and assimilation of raw data and creation of models, was developed by:
Ryan Jacobs, University of Wisconsin-Madison
Dane Morgan, University of Wisconsin-Madison
Takuya Yamamoto, University of California- Santa Barbara
G. Robert Odette, University of California- Santa Barbara
Make predictions with models, conduct benchmarking and analysis such as embrittlement curves
The raw data required to reproduce findings in this repo are available in the data_files folder. The original versions of the data are available online: the UCSB dataset is available on Figshare: 10.6084/m9.figshare.23304227, and the PLOTTER dataset is available online: https://www.astm.org/adje090015-ea.html.
If you find any of the models useful, please cite their respective original reference:
E900: ASTM International (2015) Standard Guide for Predicting Radiation-Induced Transition Temperature Shift in Reactor Vessel Materials, E900-15, 2015. 10.1520/E0900-15
EONY: E.D. Eason, G.R. Odette, R.K. Nanstad, T. Yamamoto. J. Nucl. Mater., 433 (2013), pp. 240-254, 10.1016/j.jnucmat.2012.09.012
OWAY: G.R. Odette, T. Yamamoto, T.J. Williams, R.K. Nanstad, C.A. English. J. Nucl. Mater., 526 (2019), Article 151863, 10.1016/j.jnucmat.2019.151863
GBR: D. Ferreño, M. Serrano, M. Kirk, J.A. Sainz-aja, Metals (Basel)., 12 (2022), pp. 1-24, 10.3390/met12020186
GKRR: Y. Chen Liu, H. Wu, T. Mayeshiba, B. Afflerbach, R. Jacobs, J. Perry, J. George, J. Cordell, J. Xia, H. Yuan, A. Lorenson, H. Wu, M. Parker, F. Doshi, A. Politowicz, L. Xiao, D. Morgan, P. Wells, N. Almirall, T. Yamamoto, G.R. Odette. NPJ Comput Mater., 8 (2022), pp. 1-11, 10.1038/s41524-022-00760-4
Jacobs23 NN: Jacobs, R., Yamamoto, T., Odette, G. R., Morgan, D. Materials and Design, 236 (2023), https://doi.org/10.1016/j.matdes.2023.112491
Jacobs26 NN: This paper is in preparation!