Evidence map›Paper›PMID 42458864›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Gram-to-Ton Synthesis of Single-Atom Materials via Low-Hydroxyl-Coverage Surface Collision.

Lufa Hu, Hanjie Zhang, Yancai Yao, Guangming Zhan, Haopeng Pei, Junning Zu, Bing Zhou, Shiyao Li, Chengliang Mao, Jian Shen and 3 more

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Lufa HuState Key Laboratory of Green Papermaking and Resource Recycling, School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Hanjie ZhangState Key Laboratory of Estuarine and Coastal Research, School of Geographic Sciences, East China Normal University, Shanghai, China.
Yancai YaoState Key Laboratory of Green Papermaking and Resource Recycling, School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID https://orcid.org/0000-0003-2706-5560
Guangming ZhanState Key Laboratory of Estuarine and Coastal Research, School of Geographic Sciences, East China Normal University, Shanghai, China.ORCID https://orcid.org/0000-0001-9485-3458
Haopeng PeiState Key Laboratory of Green Papermaking and Resource Recycling, School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Junning ZuState Key Laboratory of Green Papermaking and Resource Recycling, School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Bing ZhouState Key Laboratory of Green Papermaking and Resource Recycling, School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Shiyao LiState Key Laboratory of Green Papermaking and Resource Recycling, School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Chengliang MaoState Key Laboratory of Green Papermaking and Resource Recycling, School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID https://orcid.org/0000-0001-6577-6959
Jian ShenState Key Laboratory of Green Papermaking and Resource Recycling, School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID https://orcid.org/0000-0003-1264-5765
Xinze WangState Key Laboratory of Green Papermaking and Resource Recycling, School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID https://orcid.org/0000-0002-8233-4260
Yi YangState Key Laboratory of Estuarine and Coastal Research, School of Geographic Sciences, East China Normal University, Shanghai, China.
Lizhi ZhangState Key Laboratory of Green Papermaking and Resource Recycling, School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID https://orcid.org/0000-0002-6842-9167

Funding

Distinguished Taishan Scholars NO.tstp20250734Fundamental and Interdisciplinary Disciplines Breakthrough Plan of the Ministry of Education of China JYB2025XDXM909National Key Research and Development Program of China 2022YFA1205601National Key Research and Development Program of China 2022YFA1205602National Natural Science Foundation of China 22476126National Natural Science Foundation of China U22A20402Natural Science Foundation of Shanghai 22ZR1431700
6 · The paper itself

Abstract

Single-atom materials (SAMs) possess promising properties for chemical engineering, energy, environmental protection, and ecological remediation applications, yet their practical application remains constrained by the scarcity of scalable and sustainable synthesis methods. Here, we report a low-hydroxyl-coverage surface collision (LSC) strategy to prepare universal single-atom materials (Fe, Co, Ni, Mn, Mg, Al) on (hydr)oxide supports from gram to ton scales. Amino acids are utilized to precisely control surface hydroxyl coverage, resulting in activating metal sites for cation exchange while preventing metal aggregation. The self-designed production facility achieves a daily capacity of 1 ton (annual capacity > 300 tons) and reduces carbon emissions by 67.8-72.0% compared to conventional synthesis methods, which breaks the traditional limitations of mass/heat transfer and solvent use. The representative single-atom material with asymmetric Fe

Indexed as

(hydr)oxidelow‐hydroxyl‐coveragephosphorus removalscalable synthesissingle‐atom materials

Identifiers

PMID42458864
PMCPMC13496099

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.