Evidence map›Paper›PMID 42505027›Full record

ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

From Devices to Systems: Integration Strategies for Micro-Supercapacitors in Microsystems.

Zhuohao Liu, Gang Li, Kaiying Wang

Abstract readReview
In one paragraph

Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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

3 authors.

Zhuohao LiuInstitute of Energy Innovation, College of Materials Science and Engineering & College of Mining Engineering, Taiyuan University of Technology, Taiyuan, China.ORCID https://orcid.org/0009-0007-6958-3995
Gang LiInstitute of Energy Innovation, College of Materials Science and Engineering & College of Mining Engineering, Taiyuan University of Technology, Taiyuan, China.
Kaiying WangDepartment of Microsystems, University of South-Eastern Norway, Horten, Norway.ORCID https://orcid.org/0000-0002-0018-0959

Funding

National Natural Science Foundation of China 21905099National Natural Science Foundation of China U1810204 61901293 22002083Natural Science Foundation of Shanxi Province, China 201901D111099University Science and Technology Innovation Project of Shanxi Province 2019L0316
6 · The paper itself

Abstract

Micro-supercapacitors (MSCs) are emerging as indispensable energy units for integrated microsystems, where miniaturization, rapid power delivery, and long-term stability must be achieved simultaneously. Despite substantial progress in electrode materials, device architectures, and microfabrication technologies, the field remains largely device-centric, with advances still primarily evaluated by isolated electrochemical metrics rather than by practical system-level functionality. Consequently, the central challenge is no longer simply to improve individual MSCs performance, but to establish a design logic that enables their effective integration into real microsystems. This Review redefines MSCs as system-governed functional components and positions integration as the key variable linking application requirements, system constraints, device architectures, and material choices. The fundamental concepts of MSCs integration are first revisited from a microsystem perspective, including energy architectures, spatial and process constraints, and application-relevant performance metrics. Monolithic and hybrid integration routes are then systematically compared, and a selection logic is established based on their trade-offs in parasitic loss, coupling efficiency, fabrication compatibility, scalability, and functional evolvability. By shifting the field from device-level optimization toward integration-defined system design, this Review provides a conceptual framework and practical roadmap for advancing MSCs toward deployable microsystem energy solutions.

Indexed as

integrationmicro‐supercapacitormicrosystemsystem‐oriented energy solution

Identifiers

PMID42505027
PMCPMC13403728

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.