ArticleScientific reports2026
Failure characteristics of unloading red shale with different bedding angles based on the particle discrete element.
Article in Scientific reports, 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
6 authors.
Funding
Abstract
Understanding the unloading failure behavior of layered red shale is crucial for the stability of deep roadways and other underground structures. This study combines triaxial unloading experiments with discrete element method (DEM) simulations to reveal the mechanical, acoustic emission (AE), and meso-mechanical responses of red shale with different bedding orientations.Laboratory tests demonstrate that unloading reduces peak strength by 15-25% compared with conventional triaxial loading, and bedding angle critically controls the failure mode: 0° specimens exhibit shear-dominated failure, whereas 90° specimens tend to split in tension. The DEM model, calibrated with experimental results (error < 2%), reproduces stress-strain behavior and captures the brittle-ductile transition.AE analysis shows concentrated activity under low confining pressures and continuous ductile emissions under high pressures, reflecting the correlation between AE characteristics and crack evolution. Force-chain network and fabric anisotropy analysis reveal that unloading accelerates crack coalescence and structural reorganization, with fabric anisotropy increasing by more than 25-fold.This integrated framework (AE + DEM + fabric evolution) provides a robust basis for evaluating unloading-induced instability. The findings advance understanding of bedding-controlled failure in red shale and offer practical guidance for roadway support optimization and underground engineering safety, with potential extension to related fields such as shale gas development.
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.