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Record W4414170945 · doi:10.1016/j.ssi.2025.117014

Dopant synergy vs. competition in codoped Li7La3Zr2O12 garnet solid electrolytes

2025· article· en· W4414170945 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueSolid State Ionics · 2025
Typearticle
Languageen
FieldEngineering
TopicAdvanced Battery Materials and Technologies
Canadian institutionsMcGill University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsDopantElectrolyteIonic conductivityDopingConductivityIonic bondingFast ion conductor

Abstract

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LLZO is typically singly doped with Ga or Ta to reach ionic conductivities over 1 mS/cm, and some recent studies have examined the potential conductivity benefits of codoping the material. However, to date codoped LLZO fails to out-perform singly doped LLZO in terms of conductivity, and no study has sufficiently explored the consequences on other necessary properties. We have previously screened 59 possible single dopants to determine their impact on these properties. No single dopant addresses all requirements, thus, here we explore triple doping. We choose Ga for high ionic conductivity and low electronic conductivity, Dy for high voltage stability, and Ti for low voltage stability. The benefits and tradeoffs of codoping are determined with 64 samples spanning the triple doping space. We find fundamental limitations to codoping. The high ionic conductivity of Ga-doped LLZO is lowered by the addition of the other dopants, though this is mitigated partly by increased Ga levels. Electronic conductivity, by contrast, shows that a critical level of Ga is needed to obtain low conductivities, and this is resilient to the other dopants such that codoping is effective here. By contrast, the high voltage stability is systematically limited by the poor performance of Ga, and Dy is not effective in overcoming this, but Ti alone does help the low voltage stability of the Ga containing materials. These fundamental limitations suggest that multilayer designs will likely be required for viable solid batteries. • The impact of codoping on the required properties for practical garnet solid electrolytes was determined. • The benefits and limitations of codoping garnets have been identified for the first time. • Ga, Dy and Ti all serve to improve different key properties of solid electrolytes. • There is some tolerance to codoping in terms of electrochemical stability window. • There is a cost in terms of ionic conductivity for adding codopants to improve the stability window.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.531
Threshold uncertainty score0.790

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.005
GPT teacher head0.234
Teacher spread0.229 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it