battery storage 1constraint-aware aggregation 1energy management 1federated learning 1microgrid coordination 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Constraint-Aware Aggregation for Federated Reinforcement Learning in Microgrid Energy Coordination
Usman Haider, Karl Mason
The paper proposes a constraint‑aware aggregation method for federated reinforcement learning that balances reward and safety in microgrid energy coordination, showing reduced cons…
cs.CV2026
BioLite U-Net: Edge-Deployable Semantic Segmentation for In Situ Bioprinting Monitoring
Usman Haider, Lukasz Szemet, Daniel Kelly +3
Bioprinting is a rapidly advancing field that offers a transformative approach to fabricating tissue and organ models through the precise deposition of cell-laden bioinks. Ensuring…