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software testing

3,200 papers

#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 Sep 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.

R. 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
#software testing Open access Sep 2026

HRCT Chest Findings in Moderate to Severe Post Covid-19 Patients at 4 To 8 Weeks Follow Up

Background and Aims: Though Reverse Transcription Polymerase Chain Reaction (RT-PCR) is the confirmatory diagnostic test of COVID-19 disease, chest Computed Tomography (CT) also plays a crucial role, specially in severity assessment. Some previous studies suggest a risk of fibrotic consequences of COVID-19 disease but...

Sharmin Afroze, Mohammad Mohiuddin Ahmad, Md Raqibul Islam et al. · 0 citations
#diffusion models Open access Sep 2026

PHASEMAP coordinate-selective resetting: precision trajectories and exact moments

FNL-R6B manuscript and reproducibility release for coordinate-selective resetting of a two-dimensional inertial active Brownian particle. Archive revision FNL-R6B; scientific software version remains 3.2.0rc2. Earlier releases and numerical records are preserved. No new sampling was performed. The exact classification...

Gregory Pierpoint, Olivier Bernard, Yichen Liu · 0 citations
#software testing Book Open access Sep 2026

ANÁLISE DO ALEITAMENTO MATERNO NO PRIMEIRO ANO DE VIDA COMO FATOR PROTETIVO CONTRA O DESENVOLVIMENTO DO TRANSTORNO DO ESPECTRO AUTISTA (TEA), QUANDO AVALIADO PELO M-CHAT/R TM , EM UM HOSPITAL UNIVERSITÁRIO DA CIDADE DE JOÃO PESSOA-PB

O aleitamento materno é o principal alimento da criança durante o primeiro ano de vida e influencia positivamente no Desenvolvimento Neuropsicomotor (DNPM). Dentre os principais distúrbios que afetam o DNPM, está o Transtorno do Espectro Autista (TEA), caracterizado por prejuízos na interação e comunicação social, exig...

Rílare Silva Vieira, Juliana Carneiro Monteiro Wanderley, Mariana Diniz Pereira et al. · 0 citations
#software testing Open access Sep 2026

OpenHands/software-agent-sdk: v1.49.5

What's Changed PLTF-3529: install tini on rpm/zypper base images by @aivong-openhands in https://github.com/OpenHands/software-agent-sdk/pull/5215 fix(sdk): normalize LLM usage telemetry through a typed adapter by @Charlie-Wang-03 in https://github.com/OpenHands/software-agent-sdk/pull/5029 fix(sdk): preserve opaque ba...

Xingyao Wang, Engel Nyst, simonrosenberg et al. · 0 citations

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Microsoft Research Blog Oct 30, 2026

From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence

Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research.

Microsoft Research Blog Oct 29, 2026

Microsoft Research Focus – Edition #97

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.

Microsoft Research Blog Oct 12, 2026

Simulating student learning for better AI tutoring

StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.

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