software testing

lctriage: triage of light-curve anomaly rankings with measured completeness and reliability (formerly Atlas Robuste)

lctriage (released as "Atlas Robuste" in version 1.0) is a reproducible pipeline for extracting features from photometric time series, ranking targets by atypicality, and measuring whether that ranking can be trusted. This version accompanies the paper Persistence, Not Consensus: Measured Triage of Unsupervised Anomaly...

Processed Data and Trained Models Supporting "Machine Learning Reconstruction of Glider Dissolved Oxygen: Accuracy Across Missions, Depths, and Years"

This Zenodo record contains the processed data and trained models supporting the manuscript “Machine Learning Reconstruction of Glider Dissolved Oxygen: Accuracy Across Missions, Depths, and Years.” The files support the model evaluations, dissolved oxygen reconstructions, interannual analyses, and numerical results re...

[Replication Package] ICSE 2027 submission #963

Replication package associated with the scientific article: "Anticipatory Test Oracles for Prompt Prioritization in LLM Toxicity Testing", submitted for possible publication to the 49th International Conference on Software Engineering (ICSE 2027). The package contains the implementation of Anticipatory Toxicity Oracles...

Americas Great Resorts: Canonical Reference Repository

This release synchronizes the Americas Great Resorts canonical reference repository through September 24, 2026. Key updates: Expands the repository to 170 Markdown files and 157 content records. Adds the corpus twin for "AI Visibility Is Becoming Software. The Harder Problem Is Knowledge Formation." Adds and updates KF...

Where Foundation Machine-Learning Potentials Fail for Iron-Sulfide Defect Kinetics: Failure Modes, Pre-Flight Checks, and a DFT Benchmark of Vacancy-Anchored Hydrogen Migration in Pyrite, Marcasite, Mackinawite, and Greigite

This dataset and code package accompanies the study of foundation machine-learning interatomic potentials (MLIPs) for vacancy-anchored hydrogen migration in pyrite, marcasite, mackinawite and greigite. Foundation MLIPs offer inexpensive migration-barrier calculations, but their reliability for hydrogen defects in magne...

PREreview of "Urban Leishmaniasis in the Amazon: A One Health Framework Integrating Diagnostics, Microdiversity, Ultrastructure, and Extracellular Vesicles"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22955348. Reviewers: Diptarup Mallick, Hala Taha Elbashir, Lukman Boyi Adamu,Prerna Mehta, Shubham Kalamkar, Joseph Odunayo Igbokwe, Egide KAYIRANGA, Deepak Vitthal Sawant, Suhagiya...

motifTestR: A Bioconductor package for the analysis of transcription factor binding motifs in sequence data

A Deployed Vision–Language Decision-Support Platform for Tomato Harvest: Identity-Gated Grading, Uncertainty-Propagating Yield Estimation and Weather-Conditioned Advisories

This work presents a deployed vision–language decision-support platform for tomato harvest that connects image capture, identity verification, ripeness grading, harvest guidance, yield estimation, damage assessment, weather-conditioned loss projection, multilingual reporting, and persistent provenance within a single a...

A Deployed Vision–Language Decision-Support Platform for Tomato Harvest: Identity-Gated Grading, Uncertainty-Propagating Yield Estimation and Weather-Conditioned Advisories

This work presents a deployed vision–language decision-support platform for tomato harvest that connects image capture, identity verification, ripeness grading, harvest guidance, yield estimation, damage assessment, weather-conditioned loss projection, multilingual reporting, and persistent provenance within a single a...

Junction Temperature Calculation for SiC Power Module in Traction Inverter Using Linear Frequency Modulation

In this article, we propose a rapid junction temperature (<inline-formula> <tex-math notation="LaTeX">$T_{\mathrm {j}}$ </tex-math></inline-formula>) calculation method for SiC power modules using third harmonic injection pulsewidth modulation (Thi-PWM) control, which is particularly useful for transient <inline-formul...

Beyond the Hype: The Efficiency-Throughput Gap with GitHub Copilot

Investigating the real-world impact of GitHub Copilot on software engineering, this field study uncovers a critical disconnect between gains in individual developer efficiency and improvements in organizational throughput. Using a multi-method approach, we employed the Organizational Ohm’s Law framework and integrated...

Building digital societies as ecosystems: how recognition and repeat relationships sustain cross-community work in open source

Abstract We measure cross-boundary collaboration in an open-source software (OSS) ecosystem by reconstructing the bipartite contributor–repository graph of 464 cybersecurity-focused projects and $11{,}372$ 11 , 372 contributor identities active over October 2001–May 2022, seeded from the curated Rawsec Cybersecurity In...