Sotabase

Career

· Assistant Professor in Technology, Policy & Management, Delft University of Technology2024–
· PhD Student in Electrical Engineering & Computer Sciences, UC Berkeley2013–
· Researcher at the Hybrid Systems Lab, UC Berkeley2010–

Publications (37)

Penumbral imaging and functional outcome in patients with anterior circulation ischaemic stroke treated with endovascular thrombectomy versus medical therapy: a meta-analysis of individual patient-level data.
Lancet Neurology · 2019
342
cited
Imaging features and safety and efficacy of endovascular stroke treatment: a meta-analysis of individual patient-level data.
Lancet Neurology · 2018
297
cited
On Identification of Distribution Grids
IEEE Transactions on Control of Network Systems · 2017
104
cited
Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning
IEEE Transactions on Smart Grid · 2018
95
cited
Optimal dispatch of reactive power for voltage regulation and balancing in unbalanced distribution systems
IEEE Power & Energy Society General Meeting · 2016
79
cited
Hard Choices in Artificial Intelligence
Artificial Intelligence · 2021
70
cited
Event detection and localization in distribution grids with phasor measurement units
IEEE Power & Energy Society General Meeting · 2016
58
cited
System Safety and Artificial Intelligence
Conference on Fairness, Accountability and Transparency · 2022
46
cited
Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach
Neural Information Processing Systems · 2017
45
cited
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics
arXiv.org · 2018
44
cited
A Linearized Power Flow Model for Optimization in Unbalanced Distribution Systems
2016
36
cited
Regression-based Inverter Control for Decentralized Optimal Power Flow and Voltage Regulation
arXiv.org · 2019
36
cited
Linear Single- and Three-Phase Voltage Forecasting and Bayesian State Estimation With Limited Sensing
IEEE Transactions on Power Systems · 2018
33
cited
Learning to control in power systems: Design and analysis guidelines for concrete safety problems
Electric power systems research · 2020
29
cited
Real-Time Distribution Grid State Estimation with Limited Sensors and Load Forecasting
International Conference on Cyber-Physical Systems · 2016
28
cited
Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments
AAAI/ACM Conference on AI, Ethics, and Society · 2019
19
cited
Frequency Regulation in Hybrid Power Dynamics with Variable and Low Inertia due to Renewable Energy
IEEE Conference on Decision and Control · 2018
17
cited
Data-driven Control Design Schemes in Active Distribution Grids: Capabilities and Challenges
2019 IEEE Milan PowerTech · 2019
16
cited
Model-Free Optimal Voltage Phasor Regulation in Unbalanced Distribution Systems
IEEE Transactions on Smart Grid · 2020
16
cited
Customized Local Differential Privacy for Multi-Agent Distributed Optimization
arXiv.org · 2018
15
cited
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Roel Dobbe | Researcher Profile | Sotabase | Sotabase