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Optimizing model-based generated tests for safety-critical embedded software

A test suite optimization approach that leverages symbolic classification, a greedy algorithm, and a similarity measure reduces MBT-generated test suites for embedded software by identifying and eliminating redundancy while minimizing its impact on the fault detection rate.

Muhammad Nouman Zafar, Wasif Afzal, Eduard Paul Enoiu et al. · 0 citations
Review Open access Jul 2026

Coordinated MBW, GIS, and RSL Regulatory Networks in Plant Epidermal Patterning Under Environmental Cues

This review provides a framework for understanding environmentally responsive epidermal development and identifies opportunities for improving crop resilience by integrating single-cell transcriptomics, nutrient sensing, and evolutionary perspectives.

M. U. Yasin, Z. Haider, Irshan Ahmad et al. · 0 citations

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