ReviewPolymer journal2020
Evaluation-oriented exploration of photo energy conversion systems: from fundamental optoelectronics and material screening to the combination with data science.
Review in Polymer journal, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
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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
12 citing papers in PubMed.
- Chiral Bifacial Indacenodithiophene-Based Hole-Transport Materials With Chirality-Induced Spin Selectivity: Chirality-Spin Polarity Correspondence and Perovskite Passivation.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- Bifacial ladder polymers enabled by chirality-assisted synthesis that exhibit self-assembly and chirality-induced spin selectivity.Nature communications · 2026Article
- Two-dimensional metal-organic frameworks offer all-in-one cocatalysts for photocatalytic overall water splitting.Nature chemistry · 2026Article
- Vapor-Phase Synthesis of Potassium-Doped Polymeric Carbon Nitride Photocatalytic Panels.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- A Lead(II)-Based Coordination Polymer Exhibiting Photocatalytic and Electrochemical COInorganic chemistry · 2026Article
- Pyracylenes: Facile Synthetic Access and Continuous Face-To-Face Antiaromatic π‑Stacking.JACS Au · 2026Article
- Dithienoarsinines: stable and planar π-extended arsabenzenes.Chemical science · 2025Article
- Colorless Near-Infrared Absorbing Dyes Based on B-N Fused Donor-Acceptor-Donor π-Conjugated Molecules for Organic Phototransistors.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Internal strain-driven bond manipulation and band engineering in BiChemical science · 2024Article
- Exploration of Solution-Processed Bi/Sb Solar Cells by Automated Robotic Experiments Equipped with Microwave Conductivity.JACS Au · 2023Article
- Energy conversion and storage via photoinduced polarization change in non-ferroelectric molecular [CoGa] crystals.Nature communications · 2023Article
- Feasibility of p-Doped Molecular Crystals as Transparent Conductive Electrodes via Virtual Screening.Chemistry of materials : a publication of the American Chemical Society · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Light is a form of energy that can be converted to electric and chemical energies. Thus, organic photovoltaics (OPVs), perovskite solar cells (PSCs), photocatalysts, and photodetectors have evolved as scientific and commercial enterprises. However, the complex photochemical reactions and multicomponent materials involved in these systems have hampered rapid progress in their fundamental understanding and material design. This review showcases the evaluation-oriented exploration of photo energy conversion materials by using electrodeless time-resolved microwave conductivity (TRMC) and materials informatics (MI). TRMC with its unique options (excitation sources, environmental control, frequency modulation, etc.) provides not only accelerated experimental screening of OPV and PSC materials but also a versatile route toward shedding light on their charge carrier dynamics. Furthermore, MI powered by machine learning is shown to allow extremely high-throughput exploration in the large molecular space, which is compatible with experimental screening and combinatorial synthesis.
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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.