ArticleACS measurement science au2026
Overcoming Subjectivity in Bandgap Evaluation through On-Resonance Fluorescence: Establishing a Robust and Objective Optical Metric for Fluorescent Materials.
Article in ACS measurement science au, 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
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Accurate determination of optical bandgaps is essential for understanding and designing materials used in photovoltaics, photocatalysis, light-emitting devices, and quantum technologies. Yet, the most widely employed methods, such as Tauc-plot and photoelectron spectroscopy extrapolation, remain inherently subjective, relying on user-defined fitting regions and/or assumptions about transition types. Here we demonstrate that on-resonance fluorescence (ORF), a universal photophysical process occurring where absorption and emission spectra overlap, provides a direct, objective, and experimentally accessible measure of bandgap energy in fluorescent materials. We show both theoretically and experimentally that the ORF peak wavelength corresponds to the electronic bandgap, independent of scattering, absorption tails, or operator bias. In contrast to traditional methods that are valid only for single-bandgap systems and yield erroneous results for materials containing multiple emissive components, the ORF approach uniquely resolves the individual bandgaps of multicomponent or heterojunction samples without sample separation or prior assumptions. Using small-molecule fluorophores, quantum dots, and OLED dopants as model systems, we establish ORF as a broadly applicable, high-throughput, and reproducible approach for bandgap evaluation with experimental accuracy within ± 0.01 eV. Another key breakthrough capability is the determination of the individual bandgaps in samples containing two fluorescence materials. Beyond its simplicity, this method reframes ORF as a quantitative spectroscopic marker of bandgaps, offering a paradigm-shifting, broadly accessible alternative to Tauc-based analyses for both research and chemical education.
Indexed as
Identifiers
What OpenQuestion holds
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.