Evidence map›Paper›PMID 42657284›Full record

ArticlePrecision chemistry2026

Stabilizing Iodine in Pyrochlore: Toward New Nuclear Waste Forms.

Xiao Xu, Guangshuai Han, Tianhao Li, Jiayue Hu, Guotao Qiu, Shao-Yu Tseng, Gyeong Ho Han, Alexander D Dupuy, Anthony Shoji Hall, Corey Oses

Abstract read
In one paragraph

Article in Precision chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Xiao XuDepartment of Materials Science and Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States.ORCID https://orcid.org/0009-0008-4118-4746
Guangshuai HanDepartment of Materials Science and Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States.
Tianhao LiDepartment of Materials Science and Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States.ORCID https://orcid.org/0009-0006-2035-7754
Jiayue HuDepartment of Materials Science and Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States.
Guotao QiuDepartment of Materials Science and Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States.
Shao-Yu TsengDepartment of Materials Science and Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States.
Gyeong Ho HanDepartment of Materials Science and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States.
Alexander D DupuyDepartment of Materials Science and Engineering, University of Connecticut, Storrs, Connecticut 06268, United States.
Anthony Shoji HallDepartment of Materials Science and Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States.ORCID https://orcid.org/0000-0003-4134-4160
Corey OsesDepartment of Materials Science and Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States.ORCID https://orcid.org/0000-0002-3790-1377

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The long-term immobilization of iodine-129, a key radionuclide in nuclear waste, remains a major challenge for sustainable nuclear energy. Pyrochlore ceramics, which can be integrated into glass-ceramic waste forms, are widely recognized for their chemical durability and their capacity to immobilize actinides and other long-lived waste elements, but have not previously been demonstrated for iodine. Here, we show iodine can be accommodated into the pyrochlore structure by partial substitution for fluorine in a known oxyfluoride pyrochlore. Structural characterization reveals a solubility limit and associated lattice distortion upon iodine incorporation. To address these constraints, we introduce a high-entropy design strategy and computationally screen over 40,000 multication pyrochlore compositions, identifying candidates with the potential for substantially increased iodine loading. Many candidates exceed 33 wt % iodine, outperforming most existing ceramics, and in principle, iodine loadings as high as 74 wt % are accessible. These results highlight high-entropy pyrochlores as a promising and tunable materials platform for advancing safe and effective immobilization of iodine radionuclides in nuclear waste management.

Indexed as

high-entropy designiodinelattice distortionsnuclear waste immobilizationpyrochlore

Identifiers

PMID42657284
PMCPMC13508508

What OpenQuestion holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.