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Author

Mohamed Eshan

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#reinforcement learning Open access Sep 2026

Raven: From Scientific Data to Trustworthy Autonomous Discovery

Transformational AI for science will depend less on isolated model capability than on the quality of the scientific data interfaces surrounding each model. Raven is a state-aware agentic architecture for turning heterogeneous data, simulations, literature, and experiments into auditable discovery decisions. Its central...

Renjie Li, Yanqi Zeng, Owen Funke et al. · 0 citations
#reinforcement learning Open access Sep 2026

Raven: From Scientific Data to Trustworthy Autonomous Discovery

Transformational AI for science will depend less on isolated model capability than on the quality of the scientific data interfaces surrounding each model. Raven is a state-aware agentic architecture for turning heterogeneous data, simulations, literature, and experiments into auditable discovery decisions. Its central...

Renjie Li, Yanqi Zeng, Owen Funke et al. · 0 citations

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