Baosen Zhang
Keith and Nancy Rattie Endowed Career Development Professor; Graduate Program Coordinator; Awards Coordinator
Applies optimization, control and machine learning to power systems and grid operation.
Baosen Zhang's lab at UW works on learning theory & optimization. 29 papers since 2023, 1 at top venues, mostly CDC and NeurIPS. 4 PhD students. 17 alumni, most often to Microsoft and Uber. Applications close .
At a glance
- papers, 2023–2026
- 8/ year
- at T1 venues
- 3%
- PhD students
- 4
- MS students
- 0
- alumni listed
- 17
Papers by yearfrom the lab homepage, 2023–2026
- 8 papers2026 · T1 0 · collecting
- 5 papers2025 · T1 0
- 8 papers2024 · T1 0
- 8 papers2023 · T1 1
T1 venuesOtherVenues: CDC, NeurIPS
Research focuspaper titles that use each topic's words
- power7 papers
- Learning theory & optimization4 papers
- power systems4 papers
- operation0 papers
- applies0 papers
Paper list
From the lab homepage.
20268 papers
- PESGMA Review of System Strength Metrics for Inverter-based Power Systems
- IEEE Transactions on Industrial InformaticsPricing Uncertainties With General Parametric Distributions in Power Systems
- IEEE Control Systems LettersResource Allocation in Electricity Markets With Budget-Constrained Customers
- PESGMSafe Trajectory Gradient Flow Control of a Grid-Interfacing Inverter
- PESGMSystem Strength Sensitivity to Power Flow Perturbations in AC Power Systems with Inverter-based Resources
- PESGMTransient Stability Analysis of Mixed GFM-GFL Inverter System Based on Contraction Theory
- Applied EnergyTransient Stability Assessment Considering Nonlinear Couplings among Grid Following Inverter-based Renewable Resources
- IEEE Power and Energy General MeetingVoltage Regulation in Distribution Systems with Data Center Loads
20255 papers
- CDCAdaptive Pricing for Optimal Coordination in Networked Energy Systems with Nonsmooth Cost Functions
- Learning for Dynamics & Control ConferenceFast and Reliable N-k Contingency Screening with Input-Convex Neural Networks
- IEEE Control Systems LettersGeometry of the Feasible Output Regions of Grid-Interfacing Inverters With Current Limits
- North American Power SymposiumOptimal Voltage Control Using Online Exponential Barrier Method
- IEEE Transactions on Energy Markets, Policy and RegulationStrategic and Fair Aggregator Interactions in Energy Markets: Multi-Agent Dynamics and Quasiconcave Games
20248 papers
- CDCBalancing Fairness and Efficiency in Energy Resource Allocations
- IEEE Power and Energy Society General MeetingControlling Grid-Connected Inverters under Time-Varying Voltage Constraints
- PESGMDetermining Feasibility of DC Power Flow Using Graph Neural Networks
- CDCOptimal Control of Grid-Interfacing Inverters With Current Magnitude Limits
- PSCCOscillations-Aware Frequency Security Assessment via Efficient Worst-Case Frequency Nadir Computation
- PSCCPINNSim: A Simulator for Power System Dynamics based on Physics-Informed Neural Networks
- HICSSSafe Control of Grid-Interfacing Inverters with Current Magnitude Limits
- Electric Power Systems ResearchSocially optimal energy usage via adaptive pricing
20238 papers
- IET Renewable Power GenerationDistributed Secondary Optimal Control For Self-Maintaining Microgrids on Pelagic Islands
- Proceedings of The Annual Learning for Dynamics and Control ConferenceEfficient Reinforcement Learning Through Trajectory Generation
- Proceedings of The Annual Learning for Dynamics and Control ConferenceEquilibria of Fully Decentralized Learning in Networked Systems
- Proceedings of The Annual Learning for Dynamics and Control ConferenceInterpreting Primal-Dual Algorithms for Constrained MARL
- PESGMOptimal Inverter-Based Resources Placement in Low-Inertia Power Systems
- IEEE Transaction on Power SystemsPredicting Power System Dynamics and Transients: A Frequency Domain Approach
- IEEE Transaction on Power SystemsReinforcement Learning for Optimal Frequency Control: A Lyapunov Approach
- NeurIPS (T1)Structured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees
Where alumni went17 listed, 15% to industry
Industry 2Academia 11
Most often to
- Microsoft
- Uber
Also to
- Binghamton University
- Columbia University
- CUHK
Apply to UWFall 2027
UW Allen School Computer Science PhD
- Round
- Single round
- Opens
- GRE
- not required
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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