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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

A. Ghaznavi

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Open access Oct 2026

Failure load prediction of different types of tensile carbon-fiber reinforced polymer specimens and vessels

A total of 30 tensile carbon‑fiber‑reinforced polymer (CFRP) specimens and five type‑IV CFRP pressure vessels are tested using acoustic emission (AE) monitoring. Building on previously established approaches, Felicity, Shelby, and signal‑derived ratios are extracted from the AE data and used as input features for a neu...

E. Kästle, A. Ghaznavi, Eric Duffner · 0 citations
Open access Oct 2026

Machine Learning–Based Damage Pattern Discovery in Composite Pressure Vessels Using Acoustic Emission Signals

Ensuring the safety and reliability of hydrogen storage systems requires a detailed understanding of damage evolution in composite pressure vessels (CPVs). These structures experience complex degradation processes during service, which makes damage assessment particularly challenging. Acoustic emission (AE) monitoring...

A. Ghaznavi, B. Popiela, E. Kästle et al. · 0 citations

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