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Record W2763433531 · doi:10.1007/s12598-017-0960-3

Morphology and photocatalytic performance of nano‐sized TiO <sub>2</sub> prepared by simple hydrothermal method with different pH values

2017· article· en· W2763433531 on OpenAlexaff
Hao Xu, Shiqi Liu, Shan Zhou, Tang-Zhi-Jiu Yuan, Xiang Wang, Xia Tang, Jian Yin, Huijin Tao

Bibliographic record

VenueRare Metals · 2017
Typearticle
Languageen
FieldEnergy
TopicTiO2 Photocatalysis and Solar Cells
Canadian institutionsMinistry of Education and Child Care
FundersOpen-End Fund for the Valuable and Precision Instruments of Central South UniversityNational Natural Science Foundation of China
KeywordsAnatasePhotocatalysisHydrothermal circulationBrookiteMaterials scienceChemical engineeringMethylene blueHigh-resolution transmission electron microscopyPhase (matter)TitaniumNano-Transmission electron microscopyNanotechnologyComposite materialMetallurgyChemistryCatalysisOrganic chemistry

Abstract

fetched live from OpenAlex

Abstract pH value is a key factor in the preparation of nano‐sized TiO 2 with hydrothermal method. Using Ti(SO 4 ) 2 as the titanium source, H 2 O 2 as the complexing agent, NaOH and HCl as the pH value regulator, nano‐sized TiO 2 powder with various morphologies and sizes was synthesized. Changes in morphology, size and phase type with pH values of samples were characterized by X‐ray diffraction (XRD) and transmission electron microscopy (TEM) measurements. Results show that under the present preparation conditions, TiO 2 powder is an anatase phase with pH value less than 11, but is more likely to be a brookite phase with pH value more than 11. With the increase in pH value from 1 to 11 in hydrothermal environment, nano‐sized anatase TiO 2 gradually grows up in all directions. {001}, {101} and {100} groups of crystal plane are the exposed crystal planes of nano‐sized anatase TiO 2 for the (004), (101) and (200) facets found in high‐resolution TEM image. The photocatalytic performance of nano‐sized TiO 2 with different morphologies was compared by measuring their photocatalytic degradation rates for methylene blue under ultraviolet light. Results show that anatase TiO 2 prepared under the alkalescent hydrothermal environment (pH = 9, 11) has a better photocatalytic degrading performance. Different sizes and phases of nanoscaled TiO 2 powders with different photocatalytic performances can be prepared by the control of pH value of hydrothermal solutions.

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 score0.002

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 head0.013
GPT teacher head0.252
Teacher spread0.239 · 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

Citations21
Published2017
Admission routes1
Has abstractyes

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