ArticleAdvanced materials (Deerfield Beach, Fla.)2025
Development of 3D Reversible Smart Energy-Saving Devices for Adaptive Energy Management.
Article in Advanced materials (Deerfield Beach, Fla.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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
4 citing papers in PubMed.
- Thermal Utilization on Chip.Light, science & applications · 2026Article
- Radiation-Based 3D Dual-Mode Thermal Management Devices: Advances in Active/Passive Switching for Energy-Saving Applications.Small (Weinheim an der Bergstrasse, Germany) · 2026Review
- Wire-form shape memory alloy actuators: modeling, design, and control.Microsystems & nanoengineering · 2026Review
- Development of 3D Reversible Smart Energy-Saving Devices for Adaptive Energy Management.Advanced materials (Deerfield Beach, Fla.) · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Conventional 2D thin-film-based energy-saving devices face limitations in controlling phase transition temperatures and in material selectivity. In contrast, 3D devices offer better temperature tunability and broader material options for surface coatings. However, existing designs still face challenges like limited deformation and asymmetric structures, hindering adaptation to varying sunlight incidence and azimuth angles. This study proposes symmetric 3D devices incorporating a shape memory alloy actuator, black paint for solar absorption, and a polydimethylsiloxane (PDMS)/Al
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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.