Towards informatics-driven design of nuclear waste forms

Author:

Hegde Vinay I.1,Peterson Miroslava2,Allec Sarah I.1ORCID,Lu Xiaonan2ORCID,Mahadevan Thiruvillamalai3,Nguyen Thanh3,Kalahe Jayani3,Oshiro Jared2,Seffens Robert J.2,Nickerson Ethan K.2,Du Jincheng3ORCID,Riley Brian J.2ORCID,Vienna John D.2,Saal James E.1ORCID

Affiliation:

1. Citrine Informatics, Redwood City, CA 94063, USA

2. Pacific Northwest National Laboratory, Richland, WA 99352, USA

3. University of North Texas, Denton, TX 76203, USA

Abstract

Informatics-driven approaches, such as machine learning and sequential experimental design, have shown the potential to drastically impact next-generation materials discovery and design.

Funder

Advanced Research Projects Agency – Energy

Publisher

Royal Society of Chemistry (RSC)

Reference123 articles.

1. D. A.Arostegui and M.Holt , Advanced nuclear reactors: technology overview and current issues , Congressional Research Service Report for Congress , Washington, DC , 2019 , Technical Report R45706

2. W.Ebert , Testing to evaluate the suitability of waste forms developed for electrometallurgically treated spent sodium-bonded nuclear fuel for disposal in the Yucca Mountain reporsitory , Argonne National Laboratory , Argonne, IL , 2006 , Technical Report ANL-05/43

3. K.Bateman , C.Knight , C.Solbrig , et al. , Current status of ceramic waste form development , Idaho National Laboratory , Idaho Falls, ID , 2007 , Technical Report INL/INT-06-11736, Rev. 1

4. S.Frank , B.Riley , W.Ebert and J.Peterson , Literature Review of Dehalogenation Processes for Salt Wastes and Suitable Waste Forms , Idaho National Laboratory , Idaho Falls, ID , 2017 , Technical Report NTRD-MRWFD-2017-000193

5. Molten salt reactor waste and effluent management strategies: A review

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