Roel Dobbe
Roel Dobbe
Postdoctoral Researcher, AI Now Institute, New York University
Verified email at ainowinstitute.org - Homepage
Title
Cited by
Cited by
Year
AI now report 2018
M Whittaker, K Crawford, R Dobbe, G Fried, E Kaziunas, V Mathur, ...
AI Now Institute at New York University, 2018
842018
On identification of distribution grids
O Ardakanian, VWS Wong, R Dobbe, SH Low, A von Meier, CJ Tomlin, ...
IEEE Transactions on Control of Network Systems 6 (3), 950-960, 2019
512019
Regression-based inverter control for decentralized optimal power flow and voltage regulation
O Sondermeijer, R Dobbe, D Arnold, C Tomlin, T Keviczky
arXiv preprint arXiv:1902.08594, 2019
232019
Optimal dispatch of reactive power for voltage regulation and balancing in unbalanced distribution systems
DB Arnold, M Sankur, R Dobbe, K Brady, DS Callaway, A Von Meier
2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5, 2016
232016
Fully decentralized policies for multi-agent systems: An information theoretic approach
R Dobbe, D Fridovich-Keil, C Tomlin
Advances in Neural Information Processing Systems, 2941-2950, 2017
212017
Towards distributed energy services: Decentralizing optimal power flow with machine learning
R Dobbe, O Sondermeijer, D Fridovich-Keil, D Arnold, D Callaway, ...
IEEE Transactions on Smart Grid, 2019
18*2019
Real-time distribution grid state estimation with limited sensors and load forecasting
R Dobbe, D Arnold, S Liu, D Callaway, C Tomlin
2016 ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS …, 2016
182016
AI now 2019 report
K Crawford, R Dobbe, T Dryer, G Fried, B Green, E Kaziunas, A Kak, ...
New York, NY: AI Now Institute, 2019
152019
A broader view on bias in automated decision-making: Reflecting on epistemology and dynamics
R Dobbe, S Dean, T Gilbert, N Kohli
arXiv preprint arXiv:1807.00553, 2018
132018
A linearized power flow model for optimization in unbalanced distribution systems
MD Sankur, R Dobbe, E Stewart, DS Callaway, DB Arnold
arXiv preprint arXiv:1606.04492, 2016
132016
A mathematical model to study the dynamics of epithelial cellular networks
A Abate, S Vincent, R Dobbe, A Silletti, N Master, JD Axelrod, CJ Tomlin
IEEE/ACM Transactions on Computational Biology and Bioinformatics 9 (6 …, 2012
92012
A model of phenotypic state dynamics initiates a promising approach to control heterogeneous malignant cell populations
MP Chapman, TT Risom, A Aswani, R Dobbe, RC Sears, CJ Tomlin
2016 IEEE 55th Conference on Decision and Control (CDC), 2481-2487, 2016
82016
AI Now Report 2018. AI Now Institute, New York University
M Whittaker, K Crawford, R Dobbe, G Fried, E Kaziunas, V Mathur, ...
52018
Linear Single-and Three-Phase Voltage Forecasting and Bayesian State Estimation With Limited Sensing
R Dobbe, W van Westering, S Liu, D Arnold, D Callaway, C Tomlin
IEEE Transactions on Power Systems 35 (3), 1674-1683, 2019
4*2019
AI and Climate Change: How they’re connected, and what we can do about it
R Dobbe, M Whittaker
AI Now Institute, 2019
42019
Optimal voltage phasor regulation for switching actions in unbalanced distribution systems
MD Sankur, R Dobbe, A von Meier, EM Stewart, DB Arnold
arXiv preprint arXiv:1804.02080, 2018
42018
Model-Free Optimal Voltage Phasor Regulation in Unbalanced Distribution Systems
MD Sankur, R Dobbe, A von Meier, DB Arnold
IEEE Transactions on Smart Grid 11 (1), 884-894, 2019
32019
Frequency regulation in hybrid power dynamics with variable and low inertia due to renewable energy
P Hidalgo-Gonzalez, DS Callaway, R Dobbe, R Henriquez-Auba, ...
2018 IEEE Conference on Decision and Control (CDC), 1592-1597, 2018
32018
Reconstruction of gene regulatory networks based on repairing sparse low-rank matrices
YH Chang, R Dobbe, P Bhushan, JW Gray, CJ Tomlin
IEEE/ACM transactions on computational biology and bioinformatics 13 (4 …, 2015
32015
Heterogeneity in cancer dynamics: A convex formulation to dissect dynamic trajectories and infer LTV models of networked systems
R Dobbe, YH Chang, J Korkola, J Gray, C Tomlin
2015 American Control Conference (ACC), 4398-4403, 2015
32015
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