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Record W4415764392 · doi:10.1021/acsami.5c16125

Ternary Earth-Abundant Catalyst Enabling Stable Silicon Photocathodes for Solar Hydrogen Generation

2025· article· en· W4415764392 on OpenAlexaff
Zhengwu Liu, Xiaoliang Ren, Hongwei Liu, Pushun Lu, Jianjun Ye, Kang Wang, Feng Jiang

Bibliographic record

VenueACS Applied Materials & Interfaces · 2025
Typearticle
Languageen
FieldEnergy
TopicElectrocatalysts for Energy Conversion
Canadian institutionsCarbon Engineering (Canada)
FundersNational Natural Science Foundation of China
KeywordsPhotocathodeTernary operationPhotocurrentHydrogen productionHydrogenCatalysisCharge carrierWater splittingAnode

Abstract

fetched live from OpenAlex

Silicon-based photocathodes offer great promise for scalable photoelectrochemical (PEC) hydrogen production due to their earth abundance and optimal bandgap, yet their practical deployment remains hindered by interfacial instability and sluggish catalytic kinetics. Herein, we report a CoMoS ternary bimetallic catalyst, deposited via a photoelectrodeposition method onto a TiO 2 -passivated Si substrate, enabling efficient and durable PEC hydrogen evolution. The research found that Co–Mo has a strong electronic interaction and charge distribution. The incorporation of Mo into CoS optimizes its electronic structure and regulates the hydrogen adsorption free energy, thereby enhancing HER activity. Mo incorporation lowers the reaction energy barriers for hydrogen adsorption and desorption, providing highly active sites that facilitate intermediate transfer, reduce activation energy, and boost intrinsic catalytic activity. These improvements originate from the robust electronic coupling between Mo and Co, as well as the synergistic effects at the heterogeneous interface, which effectively modulate the local electronic structure and band alignment, thereby enhancing charge transfer kinetics. Comprehensive carrier dynamics analyses based on IMVS, IMPS, EIS, OCP, and transient photocurrent measurements demonstrate substantially reduced interfacial resistance, extended carrier lifetime, and faster charge transport. The optimized CoMoS/TiO 2 /Si photocathode delivers an onset potential of 0.69 V RHE, a high photocurrent density of 31.2 mA cm –2 at 0 V RHE, and an applied bias photon-to-current efficiency (ABPE) of 7.04%, while maintaining exceptional operational stability. These results highlight the viability of nonprecious metal catalysts and structural tuning strategies for advancing silicon-based PEC devices toward real-world applications.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.014
GPT teacher head0.244
Teacher spread0.230 · 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 source (direct Gemma or distilled Codex), 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

Citations2
Published2025
Admission routes1
Has abstractyes

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