NSUF 20-19128: Machine Learning on High-Throughput Databases of Irradiation Response and Corrosion Properties of Selected Compositionally Complex Alloys for Structural Nuclear Materials
Researchers will integrate high-throughput synthesis, irradiation, and characterization with atomistic and mesoscale simulation and machine learning to develop understanding and predictive models for irradiation response and corrosion properties of selected alloys. The focus will be on structural Compositionally Complex Alloys (four or more elements in a single-phase solid solution) relevant for high temperature nuclear applications.
Additional Info
| Field | Value |
|---|---|
| Awarded Institution | University of Wisconsin |
| CINR Number | 20-19128 |
| Embargo End Date | 2029-11-02 |
| Facility Tech Lead | Adrien Couet, Alina Montrose, Mukesh Bachhav |
| Irradiation Facilities | University of Wisconsin Nuclear Reactor |
| NSUF Call | FY 2020 CINR |
| PI | Dane Morgan |
| PIE Facilities | Hot Fuel Examination Facility |
| Prep Facilities | Microscopy and Characterization Suite |
| Project Member | Prof. Dane Morgan, Professor - University of Wisconsin (https://orcid.org/0000-0002-4911-0046) |
| Project Notes | Awarded on 11/02/2021 |
| Project Type | CINR |
| Publication | Advanced Studies of Radiation Damage in Compositionally Complex Alloys Haiming Wen, Dane Morgan, Adrien Couet, Nathan Curtis, Michael Moorehead, Mukesh Bachhav, Sohail Shah, Junliang Liu, Daniel Murray, Bao-Phong Nguyen, Dan Thoma ” The Minerals, Metals, & Materials Society Conference 2024-03-03 - 2024-03-07 |
| Publication | Probing Irradiation Response in CrFeMnNi Compositionally Complex Alloys Using High-Throughput Methodology Nathan Curtis, Michael Moorehead, Mukesh Bachhav, Daniel Murray, Bao-Phong Nguyen, Nate Eklof, Dan Thoma, Dane Morgan, Adrien Couet The Minerals, Metals, & Materials Society Conference 2025-03-23 - 2025-03-27 |
| Publication | Machine Learning on High-Throughput Databases of Irradiation Response and Corrosion Properties of Selected Compositionally Complex Alloys for Structural Nuclear Materials Nathan Curtis, Michael Moorehead, Daniel Murray, Nate Eklof, Bao-Phong Nguyen, Mukesh Bachhav, Dan Thoma, Dan Thoma, Dane Morgan, Adrien Couet Advanced Materials and Manufacturing Technologies Program Review 2024-05-21 - 2024-05-23 |
| Publication | High-Throughput Study of Ion Irradiation and Oxidation Responses in Multi-Principal Element Alloys Nathan Curtis, Michael Moorehead, Daniel Murray, Bao-Phong Nguyen, Mukesh Bachhav, Dan Thoma, Dane Morgan, Adrien Couet The Minerals, Metals, & Materials Society Conference 2023-03-19 - 2023-03-23 |