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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

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Victor Curean

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Review Open access Sep 2026

Beyond the drug-centric view: Advancing AI virtual cell platforms for environmental perturbation modelling.

Environmental exposures contribute substantially to global morbidity and mortality, with their biological effects shaped by factors such as dose, exposure duration, life-stage timing, and cumulative or sequential exposure patterns. With rapid advances in AI based virtual cell (VC) technologies, current frameworks empha...

Daniel Ukaegbu, Victor Curean, Andreas Bender et al. · 0 citations

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