software testing

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...

ENLIST: preregistered replication package for small-language-model deployment decisions

Replication package for "Selection information is not free: a preregistered study of small-language-modeldeployment decisions" (submitted to Information and Software Technology). The study asks whether charging deployment-selection policies for the information they buy changes which policylooks best. In ten environment...

Intention Coding: From Vibe Coding to the Executable Realization of Persistent Human Intent

Vibe coding has made a profound change in software creation visible: humans can increasingly express what they want in natural language while artificial intelligence systems generate, modify, test, and repair the code that realizes that intention. This paper argues that the deeper transition is not simply from manual c...

Malva

Malva Malva is an artifact for studying tool-mediated interaction failures in agentic GUI software. It contains a defect library built from 40 open-source applications, a task suite for reproducing representative failures, and MalvaGuard, a static checker that detects missing tool-interaction guards before agent execut...

Learning Nonlinear Finite Element Solution Operators Using Multilayer Perceptrons and Energy Minimization

Abstract. We develop and evaluate a method for learning solution operators to nonlinear problems governed by partial differential equations (PDEs). The approach is based on a finite element discretization and aims at representing the solution operator by a multilayer perceptron that takes problem data variables as inpu...