Mariam Kiran

Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency

Samir Touzani, Anand Krishnan Prakash, Zhe Wang et al. · Applied Energy · 2021 · 99 citations · Full text

Enabling intent to configure scientific networks for high performance demands

Mariam Kiran, Eric Pouyoul, Anu Mercian et al. · Future Generation Computer Systems · 2017 · 73 citations · Full text

Cluster Computing, Network Science, Engineering +12

FLAME: simulating large populations of agents on parallel hardware architectures

Mariam Kiran, Paul Richmond, Mike Holcombe et al. · Adaptive Agents and Multi-Agents Systems · 2010 · 60 citations

Cluster Computing, Inherent Parallelism, Engineering +20

Using Machine Learning for Intent-based provisioning in High-Speed Science Networks

Hocine Mahtout, Mariam Kiran, Anu Mercian et al. · 2020 · 42 citations

Artificial Intelligence, Engineering, Machine Learning +20

Large-Scale Modeling of Economic Systems

Mike Holcombe, Simon Coakley, Mariam Kiran et al. · Complex Systems · 2013 · 34 citations