Concepedia

Roshni Anna Jacob

RA

8

Publications

172

Citations

8

H-Index

2020

Active since

Affiliations

The University of Texas at Dallas(Current)

U.S. National Science Foundation

University at Buffalo, State University of New York

Roshni Anna Jacob is an author at The University of Texas at Dallas specializing in engineering, systems engineering, and smart grid.

Top concepts

EngineeringSmart GridSystems EngineeringPower SystemsComputer ScienceNetwork AnalysisComputer EngineeringGraph TheoryEnergy ManagementElectrical Engineering

Publications per year

2020–2024

8

Publications

8

Real-time outage management in active distribution networks using reinforcement learning over graphs

Roshni Anna Jacob, Steve Paul, Souma Chowdhury et al. · Nature Communications · 2024 · 41 citations · Full text

Fault Diagnostics in Shipboard Power Systems using Graph Neural Networks

Roshni Anna Jacob, Soroush Senemmar, Jie Zhang · 2021 · 26 citations

Fault Diagnosis, Engineering, Machine Learning +17

Learning Power Grid Outages With Higher-Order Topological Neural Networks

Yuzhou Chen, Roshni Anna Jacob, Yulia R. Gel et al. · IEEE Transactions on Power Systems · 2023 · 23 citations · Full text

Engineering, Power Grid Operation, Power Grid +16

Distribution Network Reconfiguration to Increase Photovoltaic Hosting Capacity

Roshni Anna Jacob, Jie Zhang · 2020 · 21 citations

Voltage Violations, Engineering, Distributed Energy Generation +17

Reconfiguring Unbalanced Distribution Networks using Reinforcement Learning over Graphs

Roshni Anna Jacob, Steve Paul, Wenyuan Li et al. · 2022 · 17 citations

Network Science, Graph Theory, Smart Grid +15

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