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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

Madhav Mani

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2 papers indexed here

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Open access Aug 2026

A Statistical Approach to Cellular Resource Allocation Models

Understanding how cells regulate growth despite molecular complexity remains a central question in quantitative biology. While thousands of genes respond to environmental perturbations, the population growth rate varies smoothly across conditions, suggesting the existence of simple organizing principles. Here, we show...

Ankita Roychoudhury, D. Pincus, Madhav Mani · 0 citations
Open access Sep 2026

The Trajectory Statistics of Biological Exploratory Dynamics

Biological processes, from molecules diffusing to their regulatory destinations to whales pursuing food or mates, are widely exploratory. Such behaviors are effective when some verifiable functional state or outcome can be reached regardless of initial conditions. In these cases, systems repeatedly undergo distinct and...

Sara D. Mahdavi, Gabriel L. Salmon, M. Ashok et al. · 0 citations

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