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software testing

2,639 papers

#software testing Dataset Open access Sep 2026

Data supporting “Effects of Drying Conditions on Phytochemical Composition, Antioxidant Activity, and UPLC-HRMS Profiling of Rhizophora mucronata Herbal Matcha-Like Powder”

This dataset contains experimental data supporting a study on the effects of hot-air drying temperature and duration on the antioxidant activity and UPLC-HRMS metabolite profile of Rhizophora mucronata herbal matcha-like powder. 1. The drying experiment used a completely randomized 3 × 3 factorial design: - Drying temp...

Yunita Eka Puspitasari, Tia Nova Rahma Dhani, Anies Chamidah et al. · 0 citations
#software testing Open access Sep 2026

A Design Science Research Account of System Architecture, Instructional Integration, and Evaluation in Animation Education

Hand-drawn and static media are the foundation of traditional animation and multimedia learning methods, which are restricted to students' capacity for cohesive visual storytelling and iterative experimentation. A virtual simulation storyboard system created utilizing the Design Science Research (DSR) technique with th...

Nesamalar Damalingam, Ajmera MohanSingh, Md Nagib Padil · 0 citations
#software testing Open access Sep 2026

Abyssal Claims: source code of a FAIR-aligned integration platform for deep-sea and terrestrial mining transparency

Source code of Abyssal Claims, an independently developed, non-commercial web platform that integrates more than fifty publicly funded and open-licensed geospatial datasets onto a single interactive three-dimensional globe, making the environmental and governance context of deep-sea mineral extraction and terrestrial i...

Michal Mazurowski · 0 citations
#software testing Open access Sep 2026

Heritage response scoring: an image-free fixed-output reproduction core

This software and data package supports deterministic recomputation of response parsing and panel admission in a finite multimodal heritage panel, using frozen experimental responses. The package contains 9,600 follow-on raw-response records under aliases M1-M4; a 43,200-row derived evaluation table; the evaluator cont...

Bingbing Liang · 0 citations
#software testing Open access Sep 2026

Uneven geographies and hierarchies of investability in the Global Environment Facility

Anonymous replication package This package reproduces the manuscript’s six main figures, two appendix figures, the appendix bootstrap table, model tables, allocation-rule checks, country-clustered inference, and concentration-index analysis. It contains no manuscript files, author names, institutional paths, Git histor...

Anonymous · 0 citations
#software testing Open access Oct 2026

Clinical evaluation and regression test of a commercial deep-learning auto-segmentation model.

Regression testing of head and neck, thorax, and male pelvis sites showed consistent performance after the software upgrade and the DLS models for abdominal site were commissioned in this study for clinical use; while the DLS models for breast site were not recommended.

Roya Barati, J. Duan, Song Gao et al. · 0 citations
#software testing Preprint Sep 2026

pytest-gpu-proof: Enabling Cloud-CPU Continuous Integration for GPU Code with Local GPU Attestation

GPU acceleration is now routine across robotics, but cloud-hosted GPU continuous integration (CI) runners are expensive, resulting in severe under-testing of GPU-accelerated code. We present pytest-gpu-proof, an open-source pytest plugin offering a practical middle ground. Tests can be run on a local machine, signed wi...

Unknown authors · 0 citations
#software testing Preprint Sep 2026

On the Impact of Requirement Smells in LLM-Based Code Generation

The results suggest that increasing \textit{smell density} was generally associated with lower test-suite-based functional correctness, although non-smelly requirements could still produce faulty code, and motivates further investigation into task-dependent quality effects in LLM-assisted software engineering.

Hugo Villamizar, Jannik Fischbach, Mert Şahin et al. · 0 citations
#small language model Open access Sep 2026

A medical retrieval augmented generation prototype for somali symptom guidance with cross lingual evidence retrieval and technical verification

This work asks whether an implemented cross-lingual retrieval-augmented generation prototype can accept Somali symptom narratives, retrieve English medical-textbook evidence, and return a structured Somali response with explicit safety boundaries and page-level citations.

Hamza Abdiaziz Mohamed, Dalmar Abdullahi Mohamud, Zahra Abdullahi Mohamed et al. · 0 citations

A Software-Independent Verification Interface for Flight-Equivalent Reusable IR Seeker Cooling

To reduce the development cost and hardware consumption associated with repeated captive flight tests (CFTs), reusable infrared (IR) seeker cooling systems have been widely adopted in place of one-shot pyrotechnic cooling devices. To ensure flight-equivalent verification, the reusable cooling system must preserve the c...

KyoungJae Soh, Subin Kim, KiSeok Song et al. · 0 citations
#software testing Review Oct 2026

A Systematic Review of Influences and Test Methodologies: Evaluating the Impact of Adverse Weather Conditions on Perception Systems for Intelligent Vehicles

Intelligent vehicles (IVs) are the strategic high ground of future automotive technology, with perception systems (PSs) acting as critical intermediaries between IVs and the driving environment. Adverse weather conditions (AWCs) substantially degrade PSs’ performance, elevating IV safety risks. To evaluate AWCs’ impact...

Bing Zhu, Yin-Zi Huang, Jian Zhao et al. · 0 citations
#software testing Review Sep 2026

From Agent Output to Authorized Transition

This paper presents the Agile-V Assurance Spine, a cross-domain transition contract for software, firmware, and PCB engineering, and contributes a precise vocabulary, compositional architecture, domain profiles, mapping to open-source implementations, and an adversarial evaluation agenda.

Christopher Koch · 0 citations

From tech blogs

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MIT News · Artificial Intelligence Oct 2, 2026

Documenting the tech worker movement

Writing as a participant and researcher, PhD student JS Tan SM ’22 has co-authored a new book about the rise of tech worker protests and the employer backlash that followed.

GPT-Lab Sep 23, 2026

Requirements Don’t Live in Isolation: What We’re Exploring with Req-Space

Requirements in large systems rarely exist in isolation. Their meaning depends on the wider project context - other requirements, policies, decisions, tests, and implementation details. That becomes especially important when AI is used for review, because spotting a possible conflict or gap is only the beginning. ReqSpace explores how AI, visualisation, and connected project context can help reviewers understand those findings, trace the relationships behind them, and focus on the questions that…

GPT-Lab Sep 17, 2026

Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering

AI is making software generation faster, but speed does not remove the need for expertise. As more work is delegated to AI, tacit knowledge may become one of the most important human advantages in software engineering. The post Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering appeared first on GPT-Lab.

MIT News · Artificial Intelligence Aug 17, 2026

Q&A: Rethinking how innovation happens

In his latest book, Professor Eugene Fitzgerald examines the forces that turn breakthroughs into value — and why innovation resists simple formulas.

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