ReviewNano-micro letters2026
Sustainable Cellulose Enables Blue Energy Toward Osmotic Energy Conversion.
Review in Nano-micro letters, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The development of osmotic energy technologies offers a sustainable and renewable pathway to address global energy shortages and environmental challenges. Cellulose-based membranes have been increasingly recognized for their remarkable potential in osmotic energy conversion, owing to their intrinsic ion-selective transport properties, structural and chemical tunability. This outstanding performance is primarily attributed to the renewable origin, versatile surface chemistry, and mechanical robustness of cellulose, which collectively facilitate the design of sustainable and durable ion-conducting membranes. This review highlights recent advances in the design and application of cellulose-based membranes for salinity-gradient energy harvesting, with an emphasis on material composition, nanoscale structural engineering, surface functionalization, and optimization of the ion transport approach. Despite these advances, key challenges that hinder further performance enhancement are identified and critically discussed, along with potential strategies for practical large-scale implementation. Furthermore, recent advances in nanoarchitectonic design and chemical functionalization have demonstrated significant improvements in power density, long-term operational stability, and overall membrane performance under diverse salinity and environmental conditions, underscoring the promise of cellulose-based membranes for next-generation blue energy technologies.
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Registered trials
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.