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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

Muhammad Nawaz

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2 papers indexed here

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Open access Sep 2026

Landscape Associations with Flood Response to Extreme Rainfall: A Remote-Sensing, Multi-Event Analysis Across Sumatra, Indonesia

Tropical flooding emerges from interactions among rainfall forcing, drainage structure, land-surface condition, and evolving land cover, yet these components are often analyzed in separate remote-sensing workflows. This study develops a multi-event, sub-basin-scale association framework linking extreme-rainfall coverag...

K. Priyono, Siti Azizah Susilawati, Dewi Novita Sari et al. · 0 citations
Open access Sep 2026

Climatic and Topographic Controls on Machine Learning-Based Rainfall Forecast Errors in a Tropical Monsoon Basin

Conventional evaluations of rainfall prediction models rely on average accuracy, often masking the conditions, locations and causes of model failure and reduced reliability. This study proposes a paradigm shift from conventional average-accuracy benchmarking toward failure-aware forecast-error diagnosis in the Bengawan...

J. Jumadi, Supari Supari, Munajat Tri Nugroho et al. · 0 citations

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