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software testing

3,351 papers

#generative ai Open access Sep 2026

Exact Binary Projections for Array-RQMC: Joint Laws and Pathwise-Preserving Execution

Exact Binary Projections for Array-RQMC: Joint Laws and Pathwise-Preserving Execution Aoi Kawasaki. Preprint; not peer reviewed. Contribution For a specified two-dimensional Sobol net with linear matrix scrambling and a digital shift, the complete rank-ordered binary innovation vector is uniform over exactly N outcomes...

Aoi Kawasaki · 0 citations
#generative ai Open access Sep 2026

Exact Binary Projections for Array-RQMC: Joint Laws and Pathwise-Preserving Execution

Exact Binary Projections for Array-RQMC: Joint Laws and Pathwise-Preserving Execution Aoi Kawasaki. Preprint; not peer reviewed. Contribution For a specified two-dimensional Sobol net with linear matrix scrambling and a digital shift, the complete rank-ordered binary innovation vector is uniform over exactly N outcomes...

Aoi Kawasaki · 0 citations
#large language models Open access Sep 2026

NHOS Oracle Matrix Search Engine™ A Local Hybrid Retrieval and Contextual Discovery Architecture for Personal Health Knowledge

NHOS Oracle Matrix Search Engine™: A Local Hybrid Retrieval and Contextual Discovery Architecture for Personal Health Knowledge Technical Research White Paper — Version 1.2 · September 2026Corresponding Software Version: NHOS Oracle Matrix Search Engine v8.0.0Research Stage: Implemented Research System & Validation Fra...

Inc. NHOS Labs, Adedapo Ogundiran · 0 citations
#software testing Review Open access Sep 2026

IMPLEMENTASI SISTEM PEMANTAUAN LEVEL AIR DAN ARUS LISTRIK POMPA SUMUR BOR MENGGUNAKAN HC-SR04 DAN ACS712

Access to clean water is a vital necessity for communities, particularly in areas that rely on borehole wells as their primary water source. However, manually operating these pumps without an adequate monitoring system can lead to issues such as dry-running, energy waste, and pump damage caused by electrical current ir...

Adhy Syaputra Nge, Petrus Katemba, H. Heni · 0 citations
#software testing Open access Sep 2026

IMPLEMENTASI KEAMANAN RUMAH PINTAR BERBASIS IOT DENGAN ESP32, SENSOR GERAK, KAMERA DAN NOTIFIKASI REAL-TIME MELALUI BLYNK & TELEGRAM

This research enhances security and environmental monitoring for weapon storage facilities, improving oversight through real-time integration with Blynk and Telegram.

Yosua Miha, Yohanes Yohanes, Tri Ana Setyariny · 0 citations
#software testing Open access Sep 2026

Comparative Analysis of Panoramic Radiographic Indices for Detecting Secondary Osteodystrophy

Abstract Objective This article aims to evaluate the diagnostic performance of panoramic radiomorphometric indices in detecting mandibular cortical bone loss in renal osteodystrophy patients as a follow-up investigation to prior research. Materials and Methods A retrospective case–control imaging study was conducted in...

Murat Mert Atapek · 0 citations
#software testing Book Open access Oct 2026

LLM-Based Instance Model Generation via Code Synthesis

This paper proposes an approach that reformulates the generation problem as a code generation task, on which the LLMs excel, and evaluates the approach along four dimensions—scalability, consistency, diversity, and realism—across two use cases and three LLMs.

Javier Polo-Gambín, José A. Ruipérez-Valiente, José Antonio Hernández López · 0 citations
#large language models Book Open access Oct 2026

From Unfinished to Done: Bridging the MDE Implementation Gap with Constrained LLMs

Model-driven engineering (MDE) excels at ensuring architectural consistency and managing complexity, yet extending generated code skeletons with project-specific business logic often remains a time-consuming manual task. Conversely, large language models (LLMs) offer immense flexibility in coding but may produce vibe-c...

Jörg Christian Kirchhof, Lukas Netz, Dennis Mertens et al. · 0 citations
#software testing Open access Aug 2026

Clinical and functional evidence supporting pathogenicity of a novel APOA5 variant in familial chylomicronemia syndrome

Findings support reclassification of the novel apolipoprotein A5 (ApoA5) variant as likely pathogenic and enable differentiation from multifactorial chylomicronemia syndrome.

J. Gutiérrez, P. Castaño, Claudia Monsalve et al. · 0 citations

Early orthopedic treatment of skeletal Class III malocclusion: Correlating dentoskeletal changes with psychosocial outcomes using the modified SEC III protocol and PIDAQ.

BACKGROUND Developing skeletal Class III malocclusion can cause facial aesthetic issues, low self-confidence, social discomfort, and psychological distress. This study aims to evaluate dentoskeletal and psychosocial changes following early orthopedic correction of developing skeletal Class III malocclusion using the mo...

Mohasin Moyikkal, Vincy Antony, Muhamed Shaloob et al. · 0 citations
#software testing Review Open access Sep 2026

An AI-Assisted Cognitive Engagement Mobile App for Older Adults: Development and Mixed Methods Usability Study

RecallLive was perceived as usable, engaging, and useful, with perceived usefulness strongly associated with adoption intention, and emotional relevance shaped engagement, particularly among participants with caregiving experience or personal connections to dementia.

Ho-Jin Shin, Min-Hong Shin · 0 citations

From tech blogs

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Microsoft Research Blog Nov 5, 2026

Formally verifying agent-written full-stack web apps with PDD Kit

AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…

GPT-Lab Nov 3, 2026

Sovereignty Is the Option to Leave

Is your company’s AI sovereign? A practical guide for CIOs on AI vendor lock-in, EU Data Act switching, cloud sovereignty, and testing your exit plan before you need it. The post Sovereignty Is the Option to Leave appeared first on GPT-Lab.

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.

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