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E. Fernández-Medina

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#software testing Book Open access Oct 2026

Software Engineering Governance: Foundations for Trustworthy Automated Software Engineering

Viewing trustworthy automation through this governance perspective reveals two complementary governance responsibilities: Before automated execution, trustworthiness objectives must be systematically operationalised into lifecycle artefacts that guide or constrain engineering behaviour and after execution, operational...

C. Braga, Manuel A. Serrano, E. Fernández-Medina · Proceedings of the 1st Inter... · 0 citations

Conference Jul 2026

Emergent Effective Depth in Quantum Machine Learning: Empirical Gradient Attenuation Scaling in Noisy Variational Quantum Algorithms

Noisy Intermediate-Scale Quantum (NISQ) devices impose structural constraints on the training of Variational Quantum Algorithms (VQAs). In the absence of full error correction, each quantum gate introduces a non-zero probability of error that accumulates with circuit depth, while gradient estimation through finite samp...

C. Braga, Manuel A. Serrano, E. Fernández-Medina · 2026 IEEE International Conf... · 0 citations