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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

V. Salminen

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2026

Satellite data supporting situational awareness and management in a disaster

Management of the disaster event requires seamless coordination across numerous agencies, systems, and stakeholders. A shared understanding of the situation is critical as responders from different organizations (e.g., fire, medical, police, military) must operate under high pressure. Satellite data supports situationa...

V. Salminen, Matti Pyykkönen · 0 citations
Open access 2026

Ontology Platform Routing Disaster Information and Data for Decision Making

This research highlights how cohesive teams enhance crisis response through effective communication, high morale, and trust that enable quicker, more effective decision-making during critical situations.

V. Salminen, Matti Pyykkönen, Ari Saarinen · 0 citations

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