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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Hamed Majidiyan

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Open access Jul 2026

UAS-Validated Comparison of Sentinel-2 Shoreline Extraction Techniques for Large-Lake Coastal Mapping

Reliable assessment of shorelines extracted from medium-resolution satellite imagery requires independent high-resolution reference data and statistical methods that account for spatial dependence. This study compared three conventional analyst-assisted shoreline-extraction workflows—histogram thresholding, band ratio,...

Mohamed M. Elmeligy, A. El-Rabbany, S. Abdelrahman et al. · 0 citations
Open access Jul 2026

Physics-informed jitter augmentation for hydrodynamic time series

A novel feature-engineering methodology is introduced that derives a physics-informed jitter variance from experiment–simulation discrepancies in time–frequency features, turning jittering from a heuristic into a principled step, and improves the ML usability of low-fidelity hydrodynamic time series.

Hamed Majidiyan, Hossein Enshaei, Damon Howe · 0 citations

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