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software testing

3,291 papers

#graph neural networks Open access Sep 2026

MatNexus v1.0.1: source code for traceable heterogeneous graph neural network workflows on QM9

MatNexus v1.0.1 source release supporting the Software Report “MatNexus: a traceable adapter framework for QM9 molecular property prediction with heterogeneous graph neural networks”. This record contains the exact MIT-licensed source snapshot from Git commit 662282d and tag v1.0.1, including the representation-contrac...

jxduuu, HoukunJi · 0 citations
#reinforcement learning Dataset Open access Sep 2026

Adaptive Biohybrid Neural Interface (ABNI): A Computational Feasibility Framework for Closed-Loop Neuromodulation, Thermal Safety, and System-Level Engineering Sub-Models

This paper presents the Adaptive Biohybrid Neural Interface (ABNI) as a computational feasibility framework: a set of independently verifiable mathematical and computational sub-models for the major subsystems such an interface would require, rather than an integrated, biologically validated device. Its core contributi...

Sami Rashid Mohammed Shibah · 0 citations
#software testing Open access Sep 2026

The Fortitude Linter: Don't Blame your Tools; Build Them

Research Software Engineers are prolific users of software development tools: testing libraries, documentation generators, linters, formatters, debuggers, continuous integration workflows, and so on. They’re a powerful force multiplier, and have an outsized impact on the quality of research software in the wider ecosys...

Liam Pattinson, P. Hill · 0 citations
#software testing Open access Sep 2026

Why Is QuickBooks Desktop Running Slow

Why Is QuickBooks Desktop Running Slow? A sluggish QuickBooks Desktop can test your patience, especially during busy periods when every minute counts. The good news is that the most common culprits—file fragmentation, data inconsistencies, or large file sizes—are often fixable without calling an expert. If you need imm...

Kartik Dhiman · 0 citations
#software testing Review Open access Sep 2026

Inter-Rater Reliability and Acceptance of a Software-Based Digital Assessment of Preclinical Preparations: A Multicentre Analysis.

Pre-clinical grading is highly subjective and can vary by up to one grade, so it is reasonable to assume that three grades are recommended to make grading more objective.

Kurt Erdelt, Maria Grazia Di Gregorio-Schininà, Stefanie Schmid-Zellner et al. · 0 citations

Three New Transformer-based Scientific Validated Paradigms for Classification of Hypertrophic Cardiomyopathy and Acute Myocardial Infarction Patients Using Transcriptomic Gene Data on GPU cluster.

The proposed AtheroEdge™ 5.0 Xmers provide a robust and scientifically validated framework for accurate CVD risk stratification and 87% of high-risk genes were consistently identified by all three novel Xmers and by DEA.

Krish Chaudhary, Yogendra Chhetri, Ekta Tiwari et al. · 0 citations
#software testing Open access Sep 2026

Formal Specification of Concurrent Programming Systems Using Abstract State Machines with Priority-Based Scheduling

Concurrent programming presents significant challenges in software development due to the inherent complexities of managing multiple processes interacting simultaneously. Traditional methods of verification, such as testing and debugging, often prove inadequate for uncovering subtle concurrency-related errors. This pap...

Jincheng Zhang · 0 citations
#software testing Dataset Open access Sep 2026

Text Recognition Model for Historical Persian Newspapers

Text Recognition Model for Historical Persian Newspapers Summary childhood-in-the-iranian-press-persian-newspaper-recognition-v1.mlmodel recognizes printed, right-to-left Persian text lines from historical newspapers. It must be used after page layout and baseline detection; it is not a full-page layout-analysis model....

Liri Sokol · 0 citations
#software testing Open access Sep 2026

Based on Chaos Theory: A Novel Approach to Program Error Diagnosis

This paper proposes a novel approach to program error diagnosis based on the principles of chaos theory. Traditional methods for detecting and diagnosing errors in software often rely on static analysis, dynamic testing, or formal verification, which can be insufficient for handling the inherent complexity and emergent...

Jincheng Zhang · 0 citations
#software testing Open access Sep 2026

How Artificial Intelligence Is Changing Cybersecurity: Adversarial Compression and Migration, Delegated Machine Authority, and the Next Security Architecture

Artificial intelligence is changing cybersecurity through two distinct but converging forces: adversarial use of AI outside the organization and delegated machine authority inside it. This executive research briefing examines how AI is lowering the cost of offensive competence, expanding attack-path coverage, accelerat...

Albert Evans · 0 citations
#software testing Open access Sep 2026

基于信息论的程序可靠性分析

This paper proposes a novel approach to program reliability analysis leveraging concepts and techniques from information theory. Traditional program reliability methods often rely on empirical testing and statistical modeling, which can be computationally expensive and may not fully capture the inherent uncertainty and...

Jincheng Zhang · 0 citations

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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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