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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

B. Amaliah

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2 papers indexed here

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Open access 2026

Trust Region Plug-and-Play With Provable Convergence for Image Restoration

The Plug-and-Play (PnP) method is an optimization-based splitting algorithm that solves image inversion problems by combining data fidelity with a deep learning-based denoiser as an implicit regularization term. While many theoretical studies have been conducted to develop convergent PnP methods, most frameworks remain...

Christian Budhi Sabdana, D. Sunaryono, B. Amaliah et al. · 0 citations
Open access Oct 2026

A Prescriptive Analytics Framework for Optimizing the Indonesian Salt Supply Chain Using System Dynamics and Data-Driven Decision Support

The Indonesian salt supply chain is characterized by persistent price volatility, supply-demand imbalances, and limited decision-support tools for policy development. Current models are mostly descriptive or predictive and provide forecasts with little actionable advice. This study presents a prescriptive analytics fra...

Titus Kristanto, Ahmad Saikhu, B. Amaliah · 0 citations

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