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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

Chin-Shiuh Shieh

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Open access Oct 2026

Explainable quantum inspired LSTM model for water quality classification in fishponds

Water quality monitoring is a crucial aspect of aquaculture, contributing significantly to the health, productivity, and sustainable management of aquatic environments. It is important to monitor key parameters like pH, dissolved oxygen, turbidity and temperature levels continuously to ensure optimal water conditions...

P. Arepalli, Chin-Shiuh Shieh, Satyanarayana Sanakkayala et al. · 0 citations
#graph neural networks Open access Sep 2026

Explainable AI-based hybrid GNN-MLP model for strawberry fruit disease detection using hyperspectral imaging

An enhanced hybrid deep-learning method by combining graph neural networks (GNNs) and multi-layer perceptrons (MLPs) for effective strawberry disease detection in real environments of fields offers an accurate and explainable solution that has a computationally efficient commitment for real-time monitoring of disease i...

V. Bhosale, Chin-Shiuh Shieh · 0 citations

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