ArticleNature communications2026
Broadband and high-resolution snapshot spectroscopy with high-index transition metal dichalcogenides.
Article in Nature communications, 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
9 authors.
Funding
Abstract
Computational spectroscopy is a powerful tool across numerous disciplines, yet its development remains constrained by limited bandwidth and low light throughput of spectral encoders, which are inherent to optical materials and design frameworks. Here we overcome these challenges using transition metal dichalcogenides (TMDCs), leveraging their high refractive index (n > 4) and broadband transparency to achieve optical manipulation. This enables broadband spectral encoders that modulate light from the visible to short-wave infrared while maintaining light throughput above 65%. These characteristics originate from the high-index-contrast interface with optical feedback, which extends optical path length and augments the photon density of states, accelerating multi-beam phase accumulation within TMDCs. By integrating encoders with InGaAs photodetectors, we construct a snapshot spectrometer with remarkable performance, featuring a wavelength accuracy of 0.02 nm, a spectral resolution of 1 nm, and a detection limit below 1 nW. We further demonstrate the application of this spectrometer in material identification, highlighting its versatility for real-world deployment.
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.