34 citations · 67 across the 22 of their papers we have counts for
3 papers · 1 filter
Attention is All You Need to Optimize Wind Farm Operations and Maintenance
Iman Kazemian, Murat Yildirim, Paritosh Ramanan
Operations and maintenance (O&M) is a fundamental problem in wind energy systems with far reaching implications for reliability and profitability. Optimizing O&M is a multi-faceted…
The Lynchpin of In-Memory Computing: A Benchmarking Framework for Vector-Matrix Multiplication in RRAMs
Md Tawsif Rahman Chowdhury, Huynh Quang Nguyen Vo, Paritosh Ramanan +2
The Von Neumann bottleneck, a fundamental challenge in conventional computer architecture, arises from the inability to execute fetch and data operations simultaneously due to a sh…
SplitVAEs: Decentralized scenario generation from siloed data for stochastic optimization problems
H M Mohaimanul Islam, Huynh Q. N. Vo, Paritosh Ramanan
Stochastic optimization problems in large-scale multi-stakeholder networked systems (e.g., power grids and supply chains) rely on data-driven scenarios to encapsulate complex spati…