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Adam Ali Husseinat

2 papers indexed

arxivcs.AIcs.MAeess.SY2026-07-20

Engineering Trustworthy Agentic AI for Critical Systems

Omar Al-Refai, Ibrahim Shahbaz, Adam Ali Husseinat, Michael Mandulak, Jaewon Kim, Eman Hammad

Agentic artificial intelligence systems, capable of autonomous perception, planning, tool use, and multi-step action, are increasingly proposed for critical engineering domains where decisions carry physical, operational, or economic consequences. This survey addresses a gap in c…

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arxivcs.LGeess.SY2026-07-06

Federated Physics-Grounded Reinforcement Learning for Distributed Stability Control in Smart Grids

Omar Al-Refai, Ibrahim Shahbaz, Adam Ali Husseinat, Eman Hammad

Transient stability control in smart grids requires rapid post-fault damping of generator frequency and rotor angle deviations to prevent cascading failures. This paper proposes FedPPO-PG, a Federated Multi-Agent Proximal Policy Optimization framework with Physics-Grounded neighb…

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