software testing

Reef-fish RF-DETR: reproducible computer-vision workflow for spatiotemporal reef-fish monitoring

This record provides the versioned reproducibility package supporting the manuscript “Scaling spatiotemporal reef-fish monitoring with computer vision in the southern Gulf of Mexico.” The study develops and evaluates a computer-vision workflow for processing sustained underwater imagery of reef-fish communities. An RF-...

AppliedMath LexFlow: Deterministic Lexicographic Flow Allocation on Lossy Capacitated Trees

Exact, reproducible software for deterministic lexicographic flow allocation on lossy, capacitated rooted trees, and for the inverse rehabilitation-design problem posed on the same model. The allocation module implements the three-stage lexicographic model of the AppliedMath article Three-Stage Lexicographic Allocation...

Fire & Smoke Detection R3-E6

End-to-end research software and model-development archive for a YOLOv8s fire and smoke detector. The repository documents dataset exploration, FASDD curation and leakage control, architecture comparison, hard-negative mining, R2/R2.1/R3 refinement, pre-test model freeze, a locked final test, ONNX export, equivalence v...

An Overview of Human Aspects in the Alignment of Requirements Engineering and Testing

DeciShift: Explain why decisions changed between ML system versions

DeciShift v0.3.1 — Trust and evaluation hardening This release strengthens the trust layer around decision-change evidence while adding reproducible public-data evaluation. Highlights Public trained DecisionFlow examples using scikit-learn Wine and XGBoost Digits datasets. Machine-generated decision-change case study:...

Reproducibility package: Electronic health literacy and health self-management in relation to frailty before discharge after PCI: a multicentre cross-sectional study

This record contains the public-safe reproducibility package for the manuscript “Electronic health literacy and health self-management in relation to frailty before discharge after PCI: a multicentre cross-sectional study”. The package includes the analysis scripts, aggregate primary and secondary results, publication...

The Influence Quality of Service, Trust, And Perceived Ease of Use on User Satisfaction of Mobile Banking in State-Owned Banks in Bekasi

Banking services in the form of mobile banking feature various transaction options that are increasingly utilized by the public to support the flexibility of financial activities without location and time constraints. This study aimed to analyze the partial and simultaneous effects of quality of service, trust, and per...

Conditional flow matching in acute human wounds: analysis software

Analysis software for a three-donor audit of population reconstruction by conditional flow matching in acute human wounds. Product-coupled fields operate in a frozen 15-dimensional expression representation. The study distinguishes global time holdout from donor transfer and compares endpoint controls, training-target...

Neural topic measurements in diabetic foot ulcer research: analysis software

Analysis software for a patient-level audit of fibroblast measurements from a frozen 15-topic logistic-normal expression model in diabetic foot ulcer research. It evaluates score decomposition, whole-count-pipeline sensitivity, author-mapped patient contrasts, paired anatomy and external tissue-context projections. Hea...

PMR: memory-scalable full-resolution 4D-CT deformable registration on consumer GPUs

PMR (phase-manifold registration) is a memory-scalable implementation of 4D-CT deformable image registration: the ten breathing phases are represented as a single anchored, 2π-periodic curve, so loop closure is an algebraic identity rather than a penalty whose weight must be traded against the data term. Deformation pa...

Arnold's Bifurcation Principle Applied to Radio Link Failure and Beam Failure Early Warning in Cellular Networks (4G/5G/6G)

Mobile phone connections drop for two related reasons: a narrow mmWave beam gets blocked, or a link of any kind simply fades out because the phone has moved into a weak coverage spot. Both problems are handled today by mechanisms that only react after the signal has already gone bad. This paper describes one small, fix...

Data and analysis package for: VIBE - Reconstruction of Molecular Assemblies across Periodic Boundaries with Explicit Uncertainty

Version 3.1.0 of the data and analysis package supporting VIBE: Reconstruction of Molecular Assemblies across Periodic Boundaries with Explicit Uncertainty. It keeps every file of version 3.0.0 and adds vibe_data_v103_supplement_20260925.zip, in which the VIBE calculations of the article are run with the public release...