ArticleScientific reports2025
Interface identification in micro-LED repair applications via depth profiling using femtosecond laser-induced breakdown spectroscopy.
Article in Scientific reports, 2025. 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
The commercialization of micro light-emitting diode (micro-LED) display technology depends on the efficient transfer of millions of individual micro-LEDs onto display panels with high spatial precision and yield. However, the extremely high pixel density in 4 K and 8 K displays poses a significant challenge for defect-free transfer. To maintain display quality and ensure production viability, it is crucial to develop effective strategies for repairing defective chips. While conventional laser-based repair methods have been widely used, they often fall short due to the lack of real-time monitoring capability, making it difficult to precisely control ablation depth without causing unintended damage to adjacent structures. In this study, femtosecond laser-induced breakdown spectroscopy (fs-LIBS) is proposed as a repair tool, offering simultaneous real-time elemental analysis and high spatial resolution. Custom-fabricated micro-LEDs with multilayer structures were analyzed using fs-LIBS under varying laser pulse energies. Spectral emissions from key constituent elements were successfully detected, and variations in Ga and Au signals enabled identification of the interface between the p-pad and p-contact layers. Depth profiling further confirmed this interface by monitoring normalized intensities of Ga and Au signals during consecutive laser pulses. These results were validated by elemental mapping of the ablation craters using scanning electron microscopy with coupled energy dispersive X-ray spectroscopy (SEM-EDS). This study highlights the potential of fs-LIBS as an effective technique for monitoring micro-LED repair, reducing the risk of peripheral damage, and improving repair precision in micro-LED displays.
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.