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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

Kaarina Nakale

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2 papers indexed here

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Open access 2026

Cyberattack-Resilient Data Assimilation for Smart IoT Infrastructures: Sparse Attack Reconstruction and Certified State Estimation

Smart Internet-of-Things (IoT) infrastructures infer physical states from heterogeneous, delayed and noisy sensor streams. Their dependence on networked measurements creates a structural vulnerability: a false data injection adversary can alter a small subset of observations while preserving the superficial statistical...

Kaarina Nakale · 0 citations
Open access Sep 2026

Spatiotemporal Optimization of Mobile Health-Clinic Deployment Under Seasonal Flooding

Seasonal flooding can fragment rural road networks precisely when dispersed communities require dependable primary care. This study develops a two-stage stochastic robust location-routing model for stationing and routing mobile health clinics under uncertain road closures, travel times and service demand. Candidate bas...

Philipus Nghifikepunye Nangolo, Kaarina Nakale · 0 citations

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