Evidence map›Paper›PMID 42444375›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Bio-Inspired Dual-Gradient Aerogel Enables Sustainable Freshwater Production and Energy Harvesting.

Anqi Ni, Chao Liu, Jiali Wang, Ting Yang, Mali Cheng, Zhijun Cheng, Yuxiao Fan, Shijian Wang, Pan Xiong, Guoxiu Wang and 1 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

11 authors.

Anqi NiKey Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, School of Chemistry and Chemical Engineering, Nanjing University of Science and Technology, Nanjing, China.
Chao LiuCenter For Clean Energy Technology, School of Mathematical and Physical Sciences, Faculty of Science, University of Technology Sydney, Sydney, New South Wales, Australia.
Jiali WangKey Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, School of Chemistry and Chemical Engineering, Nanjing University of Science and Technology, Nanjing, China.
Ting YangKey Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, School of Chemistry and Chemical Engineering, Nanjing University of Science and Technology, Nanjing, China.
Mali ChengKey Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, School of Chemistry and Chemical Engineering, Nanjing University of Science and Technology, Nanjing, China.
Zhijun ChengKey Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, School of Chemistry and Chemical Engineering, Nanjing University of Science and Technology, Nanjing, China.
Yuxiao FanKey Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, School of Chemistry and Chemical Engineering, Nanjing University of Science and Technology, Nanjing, China.
Shijian WangCenter For Clean Energy Technology, School of Mathematical and Physical Sciences, Faculty of Science, University of Technology Sydney, Sydney, New South Wales, Australia.ORCID https://orcid.org/0009-0000-0519-4842
Pan XiongKey Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, School of Chemistry and Chemical Engineering, Nanjing University of Science and Technology, Nanjing, China.ORCID https://orcid.org/0000-0001-9483-6535
Guoxiu WangCenter For Clean Energy Technology, School of Mathematical and Physical Sciences, Faculty of Science, University of Technology Sydney, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0003-4295-8578
Junwu ZhuKey Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, School of Chemistry and Chemical Engineering, Nanjing University of Science and Technology, Nanjing, China.ORCID https://orcid.org/0000-0002-7518-9683

Funding

Fundamental Research Funds for the Central Universities 30925020208National Natural Science Foundation of China 52125202National Natural Science Foundation of China 52472213National Natural Science Foundation of China U24A2065Natural Science Foundation of Jiangsu Province BK20230035
6 · The paper itself

Abstract

Solar-driven interfacial evaporation and moisture-electricity generation offer promising routes to sustainable freshwater and energy production, yet their integration into a single water and electricity co-production system (WECPS) has remained largely unrealized. Here, we rationally design a dual-gradient aerogel (DGA) with engineered ion and water gradients that enables long-term salt-resistant solar evaporation alongside high-performance moisture-electricity generation. The ion gradient, created through asymmetric ion doping with two surfactants, drives directional ion diffusion to enhance electrical output, while the water gradient, arising from hydrophilicity differences and asymmetric porosity, sustains continuous water and ion transport and induces the Marangoni effect for uninterrupted evaporation. As a result, the DGA-based WECPS delivers power densities up to 324-fold higher than homogeneous aerogels and maintains stable solar evaporation for seven days in saline environments. An outdoor DGA-array WECPS further demonstrates simultaneous freshwater production and energy harvesting under real conditions. These findings establish a practical pathway toward efficient, self-sustaining water-energy co-production technologies.

Indexed as

dual‐gradientmoisture electricitysalt‐resistance evaporationwater and electricity co‐production system

Identifiers

PMID42444375
PMCPMC13496103

What OpenQuestion holds

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Registered trials

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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 OpenQuestion graph.