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Record W4401682295 · doi:10.1002/adfm.202408662

Electrode Interface Engineering of Hydrophilic and Zincophilic Bifunctionality for High‐Efficiency and Low‐Polarization Zn Anodes

2024· article· en· W4401682295 on OpenAlexaff
Tan Wang, Chen Wang, Gabriel Vinicius De Oliveira Silva, Yuanlin Xu, Haoyun Wei, Guo‐Xing Miao, Jing Fu

Bibliographic record

VenueAdvanced Functional Materials · 2024
Typearticle
Languageen
FieldEngineering
TopicAdvanced battery technologies research
Canadian institutionsUniversity of Waterloo
FundersNational Key Research and Development Program of ChinaShanghai Municipal Education CommissionNational Natural Science Foundation of China
KeywordsOverpotentialBifunctionalFaraday efficiencyMaterials scienceNucleationPolarization (electrochemistry)AnodeChemical engineeringElectrodeAqueous solutionCathodeInorganic chemistryElectrochemistryChemistryCatalysis

Abstract

fetched live from OpenAlex

Abstract Aqueous rechargeable Zn batteries offer a promising technological route as a safe and low‐cost energy storage system for grid energy storage. However, major challenges of Zn dendrites and parasitic side reactions upon cycling in aqueous environments remain unsolved. Here, a design of a bifunctional electrode interface consisting of heterostructured zinc hydroxide chloride (ZHC) and Cu, as well as their synergy in promoting high‐efficiency and low‐polarization Zn deposition is reported. Hydrophilic/zincophobic ZHC promotes the desolvation of hydrated Zn 2+ prior to Zn nucleation, meanwhile adjacent Cu acts as a zincophilic site for subsequent nucleation and deposition. Consequently, the reduction polarization of Zn 2+ at the bifunctional layer (ZHC‐Cu) features ten times lower nucleation overpotential of 3 mV than bare Zn. Meanwhile, the water‐induced hydrogen evolution side reactions on Zn are significantly hindered by the bifunctionality of the electrode interface. Accordingly, the ZHC‐Cu@Zn symmetric cells exhibit a superior cycling stability for over 3500 cycles at 10 mA cm −2 /3 mAh cm −2 . The ZHC‐Cu@Zn full‐cell with MnO 2 cathode can stably operate for low C‐rate cycling with a high average Coulombic efficiency of 99.5% over 600 cycles. This work provides an effective approach to rational design of heterostructured bifunctional electrode interfaces to obtain high‐efficiency and low‐polarization Zn anodes.

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 score0.233
Threshold uncertainty score0.742

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 head0.008
GPT teacher head0.236
Teacher spread0.228 · 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

Citations8
Published2024
Admission routes1
Has abstractyes

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