physics3 papersavg year 2025weak evidence

The lack of efficient electron transport layers

Research gap analysis derived from 3 physics papers in our local library.

The gap

The lack of efficient electron transport layers for perovskite solar cells. The need for a suitable sulfur precursor for the synthesis of high-quality CdS thin films. The lack of understanding of the energy band alignment between CdS and MA

Evidence profile

Sourced from the abstract and stated research gap of the source papers, classified as general, drawn from work published between 2024 and 2026, spanning 2 journals. Those papers have been cited 54 times in total.

Research trend

Established — well-defined area with open sub-problems.

Supporting evidence — 3 representative gaps

  • Boosting Efficiency and Stability of NiOx‐Based Inverted Perovskite Solar Cells Through D–A Type Semiconductor Interface Modulation (2024) · Advanced Functional Materials · cited 54× · doi

    Abstract NiOx is one of the promising inorganic hole transporting materials in inverted perovskite solar cells (PSCs), however, its device efficiency and stability are still limited by the energy level mismatch, low intrinsic conductivity, high interface defect density, and complex active species.

    generalabstract
    Keywords: abstract niox promising inorganic hole transporting materials inverted perovskite solar cells pscs device efficiency stability
  • Thiourea-based CdS thin films: structural and optical analysis for photovoltaic applications (2026) · Applied Chemical Engineering · doi

    The lack of efficient electron transport layers for perovskite solar cells. The need for a suitable sulfur precursor for the synthesis of high-quality CdS thin films. The lack of understanding of the energy band alignment between CdS and MAPbI3 perovskite.

    generalstated research gapevidence 5/5
    Keywords: lack efficient electron transport layers perovskite solar cells
  • Universal Metal Electrode Contacts in Perovskite Solar Cells via Fermi‐Level Pinning at Yb‐Doped n + Fullerene Interfaces (2026) · Advanced Functional Materials · doi

    ABSTRACT Efficient electron extraction at the electron transport layer (ETL)/metal interface is critical for high‐performance perovskite solar cells (PSCs), which is fundamentally governed by interfacial energy‐level alignment; however, the microscopic mechanism by which low‐resistance contacts are established at fullerene/metal interfaces remains poorly understood.

    generalabstractevidence 5/5
    Keywords: electron metal abstract efficient extraction transport layer interface critical high performance perovskite solar cells pscs

Questions about this gap

The lack of efficient electron transport layers for perovskite solar cells. The need for a suitable sulfur precursor for the synthesis of high-quality CdS thin films. The lack of u… This is supported by 3 representative gap statements extracted from 3 papers, rated weak evidence.

Explore this gap further

Run this gap as a query across open scholarly engines for the latest related literature.

Working on this gap? Review it with us.

Science AI Journal reviews manuscripts in one pass with 8 specialised AI agents calibrated on 69,000+ real peer reviews.

Related gaps in Physics

Command palette

Jump anywhere, run any action.