252 citations · 1.1k across the 38 of their papers we have counts for
3 papers · 2 filters
Efficient Representation of Uncertainty for Stochastic Economic Dispatch
Cosmin Safta, Richard L. -Y. Chen, Habib N. Najm +2
Stochastic economic dispatch models address uncertainties in forecasts of renewable generation output by considering a finite number of realizations drawn from a stochastic process…
Enabling adaptive scientific workflows via trigger detection
Maher Salloum, Janine C. Bennett, Ali Pinar +2
Next generation architectures necessitate a shift away from traditional workflows in which the simulation state is saved at prescribed frequencies for post-processing analysis. Whi…
Trigger detection for adaptive scientific workflows using percentile sampling
Janine C. Bennett, Ankit Bhagatwala, Jacqueline H. Chen +3
Increasing complexity of scientific simulations and HPC architectures are driving the need for adaptive workflows, where the composition and execution of computational and data man…