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Record W4414462414 · doi:10.1038/s41467-025-62301-z

An active bifunctional natural dye for stable all-solid-state organic batteries

2025· article· en· W4414462414 on OpenAlexafffund
Qihang Yu, Yang Hu, Sixu Deng, Mohsen Shakouri, Jingye Chen, Vinícius Martins, Heng‐Yong Nie, Yining Huang, Yang Zhao, Karim Zaghib, Tsun‐Kong Sham, Xia Li

Bibliographic record

VenueNature Communications · 2025
Typearticle
Languageen
FieldEngineering
TopicAdvanced Battery Materials and Technologies
Canadian institutionsCanadian Light Source (Canada)Western UniversityUniversity of SaskatchewanConcordia University
FundersNatural Sciences and Engineering Research Council of CanadaCanadian Institutes of Health ResearchGovernment of CanadaCanada First Research Excellence FundConcordia UniversityFonds de recherche du Québec – Nature et technologiesCanadian Light Source
KeywordsBifunctionalElectrolyteElectrodeOrganic radical batteryFast ion conductorRedox

Abstract

fetched live from OpenAlex

Sustainable and cost-effective organic electrode materials are promising for next-generation lithium-ion batteries but are hindered by severe shuttle effects. While all-solid-state batteries offer a potential solution, chemical and mechanical incompatibility between organic electrode materials and inorganic solid electrolytes limit areal capacity and cycling stability, falling short of practical requirements. Here, we report a bifunctional indigo natural dye that serves as both an active material and a solid molecular catalyst in sulfide-based all-solid-state batteries, addressing these compatibility challenges. Contrary to the prevailing view that chemical reactions between organic electrode materials and sulfide solid electrolytes are detrimental, our study reveals that controlled reactions between indigo and Li6PS5Cl solid electrolyte catalyze their synergistic redox process after optimizing electrode microstructures. This strategy enables a high reversible capacity of 583 mAh g−1 (Li6PS5Cl contribution: 379 mAh g−1) at 0.1 C, a high areal capacity of 3.84 mAh cm−2, and good cycling stability at an operation temperature of 25 °C. These findings highlight the potential of bifunctional organic electrode materials in sulfide-based all-solid-state batteries to overcome the key challenges of organic electrode materials in practical applications. Incompatibility between organic electrodes and inorganic solid electrolytes limits the performance of solid-state organic batteries. Here, the authors introduce indigo natural dye as a redox-active material and molecular catalyst, enabling high capacity and long cycle life via synergistic redox reactions with sulfide electrolytes.

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.

How this classification was reachedexpand

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: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.415
Threshold uncertainty score0.533

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 science0.0010.000
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 head0.011
GPT teacher head0.294
Teacher spread0.283 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes2
Has abstractyes

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