-
M. Abdalmoaty,
V. Häberle,
X. He,
and F. Dörfler.
Ultrafast Grid Impedance Identification in dq-Asymmetric Three-Phase Power Systems.
2025.
Note: Submitted. Available at https://arxiv.org/abs/2510.12338.
Keyword(s): System Identification,
Power Networks.
@article{MA-VH-XH-FD:25,
author = {Abdalmoaty, M. and Häberle, V. and He, X. and Dörfler, F.},
date-added = {2025-10-15 08:21:02 +0200},
date-modified = {2025-10-16 09:29:04 +0200},
keywords = {System Identification, Power Networks},
note = {{Submitted. Available at {https://arxiv.org/abs/2510.12338}.}},
pdf = {https://arxiv.org/pdf/2510.12338},
title = {Ultrafast Grid Impedance Identification in dq-Asymmetric Three-Phase Power Systems},
url = {https://arxiv.org/abs/2510.12338},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2510.12338}
}
-
L. Aolaritei,
B. Bangoura,
S. Bolognani,
N. Lanzetti,
and F. Dörfler.
Hedging against Black Swans in Day-Ahead Energy Markets.
2025.
Note: Submitted. Available at https://arxiv.org/abs/2510.14328.
Keyword(s): Power Networks.
@article{AL-BB-SB-NL-FD:25,
author = {Aolaritei, L. and Bangoura, B. and Bolognani, S. and Lanzetti, N. and Dörfler, F.},
date-added = {2025-10-16 09:27:20 +0200},
date-modified = {2025-10-17 08:47:46 +0200},
keywords = {Power Networks},
note = {{Submitted. Available at {https://arxiv.org/abs/2510.14328}.}},
pdf = {https://arxiv.org/pdf/2510.14328},
title = {Hedging against Black Swans in Day-Ahead Energy Markets},
url = {https://arxiv.org/abs/2510.14328},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2510.12338}
}
-
L. Aolaritei,
N. Lanzetti,
C. Hongruyu,
and F. Dörfler.
Distributional Uncertainty Propagation via Optimal Transport.
IEEE Transactions on Automatic Control,
70(9):6080-6095,
September 2025.
Keyword(s): Distributional Robustness,
Optimal Transport.
@article{AL-NL-HC-FD:22,
author = {Aolaritei, L. and Lanzetti, N. and Hongruyu, C. and F. D{ö}rfler},
date-added = {2022-05-01 17:45:25 +0200},
date-modified = {2025-08-30 07:54:30 +0200},
funding = {NCCR Automation},
journal = {IEEE Transactions on Automatic Control},
keywords = {Distributional Robustness, Optimal Transport},
month = {September},
number = {9},
pages = {6080-6095},
pdf = {https://arxiv.org/pdf/2205.00343.pdf},
title = {Distributional Uncertainty Propagation via Optimal Transport},
url = {https://arxiv.org/abs/2205.00343},
volume = {70},
year = {2025},
bdsk-url-1 = {https://people.kth.se/~joakbj/Papers/DVPP2021.pdf}
}
-
E. Baron Prada,
A. Anta,
and F. Dörfler.
On Decentralized Stability Conditions using Scaled Relative Graphs.
IEEE Control Systems Letters,
9:691-696,
2025.
Keyword(s): Linear Control Design.
@article{BPE-AA-FD:25,
author = {Baron Prada, E. and Anta, A. and Dörfler, F.},
date-added = {2025-03-19 15:14:38 +0100},
date-modified = {2025-10-01 07:51:02 +0200},
journal = {IEEE Control Systems Letters},
keywords = {Linear Control Design},
pages = {691-696},
title = {On Decentralized Stability Conditions using Scaled Relative Graphs},
volume = {9},
year = {2025}
}
-
J.S. Brouillon,
A. Martin,
J. Lygeros,
F. Dörfler,
and G. Ferrari-Trecate.
Distributionally Robust Infinite-horizon Control: from a pool of samples to the design of dependable controllers.
IEEE Transactions on Automatic Control,
70(10):1558-2523,
October 2025.
Keyword(s): Optimal Transport,
Linear Control Design.
@article{JSB-AM-JL-FD-GFT:23,
author = {Brouillon, J.S. and Martin, A. and Lygeros, J. and D{ö}rfler, F. and Ferrari-Trecate, G.},
date-added = {2023-12-14 04:26:33 +0800},
date-modified = {2025-10-01 07:53:13 +0200},
funding = {ETH Zürich Funds, NCCR Automation},
journal = {IEEE Transactions on Automatic Control},
keywords = {Optimal Transport, Linear Control Design},
month = {October},
number = {10},
pages = {1558-2523},
pdf = {https://arxiv.org/pdf/2312.07324.pdf},
title = {Distributionally Robust Infinite-horizon Control: from a pool of samples to the design of dependable controllers},
url = {https://arxiv.org/abs/2312.07324},
volume = {70},
year = 2025,
bdsk-url-1 = {https://arxiv.org/abs/2107.04480},
bdsk-url-2 = {https://doi.org/10.1109/TSG.2022.3211546}
}
-
S. Chandrasekaran,
G. De Pasquale,
G. Belgioioso,
and F. Dörfler.
Network-aware Recommender System via Online Feedback Optimization.
IEEE Transactions on Automatic Control,
2025.
Note: In press. DOI: 10.1109/TAC.2025.3616262.
Keyword(s): Social Networks,
Online Optimization.
@article{SC-GDP-GB-FD:25,
author = {Chandrasekaran, S. and De Pasquale, G. and Belgioioso, G. and Dörfler, F.},
date-added = {2025-09-24 15:06:19 +0200},
date-modified = {2025-10-02 07:06:52 +0200},
journal = {IEEE Transactions on Automatic Control},
keywords = {Social Networks, Online Optimization},
note = {{In press. DOI: 10.1109/TAC.2025.3616262.}},
pdf = {https://arxiv.org/pdf/2408.16899},
title = {Network-aware Recommender System via Online Feedback Optimization},
url = {https://arxiv.org/abs/2408.16899},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2408.16899}
}
-
R. Delabays,
G. De Pasquale,
F. Dörfler,
and Y. Zhang.
Hypergraph reconstruction from dynamics.
Nature Communications,
16(2691),
2025.
Keyword(s): Algebraic Graph Theory,
System Identification.
@article{RD-GDP-FD-YZ:24,
author = {R. Delabays and G. De Pasquale and F. Dörfler and Y. Zhang},
date-added = {2024-01-31 07:47:31 +0100},
date-modified = {2025-03-19 20:21:59 +0100},
journal = {Nature Communications},
keywords = {Algebraic Graph Theory, System Identification},
number = {2691},
pdf = {https://www.nature.com/articles/s41467-025-57664-2.epdf?sharing_token=BIo9uZKn28lldPSWv8L2QdRgN0jAjWel9jnR3ZoTv0P2h8xq0RK012BnTmCjXtQjpPACIJVFMxR4ZUxFomnR151qb1Lwa7gDHjNBGJoVkgLxFeO2TpbXyPSdA1jH5_CQCZgmtfxhGd3sMaey5xqHNudab0B6DNOUuFEESUZGDMU%3D},
title = {Hypergraph reconstruction from dynamics},
url = {https://arxiv.org/abs/2402.00078},
volume = {16},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2402.00078}
}
-
E. Elokda,
S. Bolognani,
A. Censi,
E. Frazzoli,
and F. Dörfler.
A Vision for Trustworthy, Fair, and Efficient Socio-Technical Control using Karma Economies.
Annual Reviews in Control,
60,
2025.
@article{EE-SB-AC-EF-FD:25,
author = {Elokda, E. and Bolognani, S. and Censi, A. and Frazzoli, E. and Dörfler, F.},
date-added = {2025-09-22 17:29:53 +0200},
date-modified = {2025-10-27 14:44:34 +0100},
journal = {Annual Reviews in Control},
pdf = {https://arxiv.org/pdf/2506.17115},
title = {A Vision for Trustworthy, Fair, and Efficient Socio-Technical Control using Karma Economies},
url = {https://arxiv.org/abs/2506.17115},
volume = {60},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2506.17115}
}
-
C. Feng,
L. Huang,
X. He,
Y. Wang,
F. Dörfler,
and Q. Chen.
Hybrid Oscillation Damping and Inertia Management for Distributed Energy Resources.
IEEE Transactions on Power Systems,
40(6):5041-5056,
September 2025.
Keyword(s): Game Theory,
Power Networks,
Low-Inertia Systems.
@article{CF-LH-XH-YW-FD-QC:23,
author = {Feng, C. and Huang, L. and He, X. and Wang, Y. and Dörfler, F. and Chen, Q.},
date-added = {2023-09-04 14:47:50 +0200},
date-modified = {2025-10-25 09:07:22 +0200},
journal = {IEEE Transactions on Power Systems},
keywords = {Game Theory, Power Networks, Low-Inertia Systems},
month = {September},
number = {6},
pages = {5041-5056},
pdf = {https://arxiv.org/pdf/2309.01321.pdf},
title = {Hybrid Oscillation Damping and Inertia Management for Distributed Energy Resources},
url = {https://arxiv.org/abs/2309.01321},
volume = {40},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2309.01321}
}
-
M.W. Fisher,
G. Hug,
and F. Dörfler.
Approximation by Simple Poles -- Part II: System Level Synthesis Beyond Finite Impulse Response.
IEEE Transactions on Automatic Control,
70(3):1411-1426,
March 2025.
Keyword(s): Power Networks,
Linear Control Design.
@article{MF-GH-FD-2:22,
author = {Fisher, M.W. and Hug, G. and F. D{ö}rfler},
date-added = {2023-08-27 17:48:47 +0200},
date-modified = {2025-03-01 07:16:53 +0100},
funding = {POSYTYF, KAUST},
journal = {IEEE Transactions on Automatic Control},
keywords = {Power Networks, Linear Control Design},
month = {March},
number = {3},
pages = {1411-1426},
pdf = {https://arxiv.org/pdf/2203.16765.pdf},
title = {Approximation by Simple Poles -- Part II: System Level Synthesis Beyond Finite Impulse Response},
url = {https://arxiv.org/abs/2203.16765},
volume = {70},
year = {2025},
bdsk-url-1 = {https://people.kth.se/~joakbj/Papers/DVPP2021.pdf}
}
-
V. Häberle,
X. He,
L. Huang,
F. Dörfler,
and S. H. Low.
Quantitative Decentralized Stability Certificates for Grid-Forming Converter Control.
2025.
Note: Submitted. Available at https://arxiv.org/abs/2503.05403.
Keyword(s): Low-Inertia Systems,
Power Electronics Control.
@article{VH-XH-LH-FD-SL:25,
author = {Häberle, V. and He, X. and Huang, L. and Dörfler, F. and Low, S. H.},
date-added = {2025-03-10 06:51:09 +0100},
date-modified = {2025-03-10 06:53:42 +0100},
keywords = {Low-Inertia Systems, Power Electronics Control},
note = {{Submitted. Available at {https://arxiv.org/abs/2503.05403}.}},
pdf = {https://arxiv.org/pdf/2503.05403},
title = {Quantitative Decentralized Stability Certificates for Grid-Forming Converter Control},
url = {https://arxiv.org/abs/2503.05403},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2503.05403}
}
-
V. Häberle,
X. He,
L. Huang,
E. Prieto,
and F. Dörfler.
Optimal Dynamic Ancillary Services Provision Based on Local Power Grid Perception.
IEEE Transactions on Power Systems,
40(2):1816-1831,
March 2025.
Keyword(s): Dynamic Virtual Power Plants,
Power Networks,
Linear Control Design,
System Identification.
@article{VH-XH-LH-EP-FD:24,
author = {V. Häberle and He, X. and Huang, L. and Prieto, E. and D{ö}rfler, F.},
date-added = {2024-01-31 12:50:53 +0100},
date-modified = {2025-02-22 07:42:58 +0100},
funding = {AGISTIN},
journal = {IEEE Transactions on Power Systems},
keywords = {Dynamic Virtual Power Plants, Power Networks, Linear Control Design, System Identification},
month = {March},
number = {2},
pages = {1816-1831},
pdf = {https://arxiv.org/pdf/2401.17793.pdf},
title = {Optimal Dynamic Ancillary Services Provision Based on Local Power Grid Perception},
url = {https://arxiv.org/abs/2401.17793},
volume = {40},
year = {2025},
bdsk-url-1 = {https://people.kth.se/~joakbj/Papers/DVPP2021.pdf}
}
-
Z. He,
S. Bolognani,
F. Dörfler,
and M. Muehlebach.
Decision-Dependent Stochastic Optimization: The Role of Distribution Dynamics.
2025.
Note: Submitted. Available at https://arxiv.org/abs/2503.07324.
@article{ZH-SB-FD-MM:25,
author = {He, Z. and Bolognani, S. and Dörfler, F. and Muehlebach, M.},
date-added = {2025-03-12 11:44:46 +0100},
date-modified = {2025-03-12 11:45:55 +0100},
note = {{Submitted. Available at {https://arxiv.org/abs/2503.07324}.}},
pdf = {https://arxiv.org/pdf/2503.07324},
title = {Decision-Dependent Stochastic Optimization: The Role of Distribution Dynamics},
url = {https://arxiv.org/abs/2503.07324},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2503.07324}
}
-
X. He,
M.A. Desai,
L. Huang,
and F. Dörfler.
Cross-Forming Control and Fault Current Limiting for Grid-Forming Inverters.
40(3):3980-4007,
March 2025.
Keyword(s): Nonlinear Control Design,
Power Electronics Control.
@article{XH-MAD-LH-FD:24,
author = {He, X. and Desai, M.A. and Huang, L. and Dörfler, F.},
date-added = {2024-04-25 22:42:26 +0200},
date-modified = {2024-12-29 07:24:01 +0100},
keywords = {Nonlinear Control Design, Power Electronics Control},
month = {March},
number = {3},
pages = {3980-4007},
pdf = {https://arxiv.org/pdf/2404.13376},
title = {Cross-Forming Control and Fault Current Limiting for Grid-Forming Inverters},
url = {https://arxiv.org/abs/2404.13376},
volume = {40},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2404.13376}
}
-
X. He,
V. Häberle,
and F Dörfler.
Complex-Frequency Synchronization of Converter-Based Power Systems.
IEEE Transactions on Control of Network Systems,
12(1):787-799,
2025.
Keyword(s): Power Networks,
Nonlinear Control Design,
Complex Oscillator Networks,
Low-Inertia Systems,
Power Electronics Control,
Virtual Oscillator Control.
@article{XH-VH-FD:22,
author = {He, X. and Häberle, V. and Dörfler, F},
date-added = {2022-08-31 21:45:54 +0200},
date-modified = {2025-03-22 06:58:07 +0100},
funding = {ETH Zürich Funds},
journal = {IEEE Transactions on Control of Network Systems},
keywords = {Power Networks, Nonlinear Control Design, Complex Oscillator Networks, Low-Inertia Systems, Power Electronics Control, Virtual Oscillator Control},
number = {1},
pages = {787-799},
pdf = {https://arxiv.org/pdf/2208.13860.pdf},
title = {Complex-Frequency Synchronization of Converter-Based Power Systems},
url = {https://arxiv.org/abs/2208.13860},
volume = {12},
year = 2025,
bdsk-url-1 = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5991303}
}
-
L. Huang,
X. He,
H. Xin,
Z. Li,
P. Ju,
F. Ma,
K. Wang,
and F. Dörfler.
System Strength in Power Electronics-Dominated Power Systems? An Enabler to Stability and Control.
IEEE Power and Energy Magazine,
2025.
Keyword(s): Power Electronics Control,
Power Networks,
Low-Inertia Systems.
@article{LH-XH-HX-LZ-PJ-FM-WK-FD:25,
author = {Huang, L. and He, X. and Xin, H. and Li, Z. and Ju, P. and Ma, F. and Wang, K. and Dörfler, F.},
date-added = {2025-08-13 20:01:35 +0200},
date-modified = {2025-08-13 20:05:48 +0200},
journal = {IEEE Power and Energy Magazine},
keywords = {Power Electronics Control, Power Networks, Low-Inertia Systems},
title = {{System Strength in Power Electronics-Dominated Power Systems? An Enabler to Stability and Control}},
year = {2025}
}
-
C. Kang,
P. Mancarella,
and F. Dörfler.
Virtual Power Plants: Unlocking Flexibility by Aggregating Distributed Resources.
IEEE Power and Energy Magazine,
23(6):30-158,
2025.
Keyword(s): Power Electronics Control,
Power Networks,
Low-Inertia Systems,
Dynamic Virtual Power Plants.
@article{KC-PM-FD:25,
author = {Kang, C. and Mancarella, P. and Dörfler, F.},
date-added = {2025-08-13 20:07:29 +0200},
date-modified = {2025-10-26 06:39:17 +0100},
journal = {IEEE Power and Energy Magazine},
keywords = {Power Electronics Control, Power Networks, Low-Inertia Systems, Dynamic Virtual Power Plants},
number = {6},
pages = {30-158},
title = {{Virtual Power Plants: Unlocking Flexibility by Aggregating Distributed Resources}},
volume = {23},
year = {2025}
}
-
N. Lanzetti,
S. Bolognani,
and F. Dörfler.
First-order Conditions for Optimization in the Wasserstein Space.
SIAM Journal on Mathematics of Data Science,
7(1):274-300,
2025.
Keyword(s): Distributional Robustness,
Optimal Transport.
@article{NL-SB-FD:22,
author = {Lanzetti, N. and Bolognani, S. and F. D{ö}rfler},
date-added = {2022-12-19 21:20:05 +0100},
date-modified = {2025-02-24 12:01:31 +0100},
funding = {NCCR Automation},
journal = {SIAM Journal on Mathematics of Data Science},
keywords = {Distributional Robustness, Optimal Transport},
number = {1},
pages = {274-300},
pdf = {https://arxiv.org/pdf/2209.12197.pdf},
title = {First-order Conditions for Optimization in the {Wasserstein} Space},
url = {https://arxiv.org/abs/2209.12197},
volume = {7},
year = {2025},
bdsk-url-1 = {https://people.kth.se/~joakbj/Papers/DVPP2021.pdf}
}
-
N. Lanzetti,
S. Fricker,
S. Bolognani,
F. Dörfler,
and D. Paccagnan.
Strategically Robust Game Theory via Optimal Transport.
2025.
Note: Submitted. Available online at https://arxiv.org/abs/2507.15325.
Keyword(s): Game Theory.
@article{NL-SF-SB-FD-DP:25,
author = {Lanzetti, N. and Fricker, S. and Bolognani, S. and Dörfler, F. and Paccagnan, D.},
date-added = {2025-07-26 07:51:06 +0200},
date-modified = {2025-10-01 07:51:47 +0200},
keywords = {Game Theory},
note = {{Submitted. Available online at {https://arxiv.org/abs/2507.15325}.}},
pdf = {https://arxiv.org/pdf/2507.15325},
title = {Strategically Robust Game Theory via Optimal Transport},
url = {https://arxiv.org/abs/2507.15325},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2507.15325}
}
-
R. Leng,
L. Huang,
H. Xin,
X. Wang,
E. Prieto-Araujo,
and F. Dörfler.
DeePConverters: A Data-Driven Optimal Control Architecture for Power Electronic Converters.
2025.
Note: Submitted.
@article{RL-LH-HX-XW-EPA-FD:25,
author = {Leng, R. and Huang, L. and Xin, H. and Wang, X. and Prieto-Araujo, E., and Dörfler, F.},
date-added = {2025-08-12 06:50:29 +0200},
date-modified = {2025-08-12 06:53:05 +0200},
note = {Submitted.},
title = {DeePConverters: A Data-Driven Optimal Control Architecture for Power Electronic Converters},
year = {2025}
}
-
B. Marinescu,
F. Dörfler,
and F. Milano.
Dynamic Virtual Power Plants: A New Paradigm for Grid Services and Control.
IEEE Power and Energy Magazine,
23(6):81-96,
2025.
Keyword(s): Power Electronics Control,
Power Networks,
Low-Inertia Systems,
Dynamic Virtual Power Plants.
@article{BM-FD-FM:25,
author = {Marinescu, B. and Dörfler, F. and Milano, F.},
date-added = {2025-08-13 20:05:50 +0200},
date-modified = {2025-10-26 06:41:59 +0100},
journal = {IEEE Power and Energy Magazine},
keywords = {Power Electronics Control, Power Networks, Low-Inertia Systems, Dynamic Virtual Power Plants},
number = {6},
pages = {81-96},
title = {{Dynamic Virtual Power Plants: A New Paradigm for Grid Services and Control}},
volume = {23},
year = {2025}
}
-
A. Martin,
L. Furieri,
F. Dörfler,
and G. Ferrari-Trecate.
On the Guarantees of Minimizing Regret in Receding Horizon.
IEEE Transactions on Automatic Control,
70(3):1547-1562,
March 2025.
Keyword(s): Linear Control Design.
@article{AM-FL-FD-JL-GFT:23,
author = {Martin, A. and Furieri, L. and D{ö}rfler, F. and Ferrari-Trecate, G.},
date-added = {2023-05-12 17:28:42 +0200},
date-modified = {2025-03-01 07:16:41 +0100},
funding = {ETH Zürich Funds, NCCR Automation},
journal = {IEEE Transactions on Automatic Control},
keywords = {Linear Control Design},
month = {March},
number = {3},
pages = {1547-1562},
pdf = {https://arxiv.org/pdf/2306.14561.pdf},
title = {On the Guarantees of Minimizing Regret in Receding Horizon},
url = {https://arxiv.org/abs/2306.14561},
volume = {70},
year = 2025,
bdsk-url-1 = {https://arxiv.org/abs/2107.04480},
bdsk-url-2 = {https://doi.org/10.1109/TSG.2022.3211546}
}
-
J. Miller,
M. Bianchi,
and F. Dörfler.
Convergence and Robustness Bounds for Distributed Asynchronous Shortest-Path.
2025.
Note: Submitted. Available at https://arxiv.org/abs/2507.07263.
@article{JM-MB-FD:25,
author = {Miller, J. and Bianchi, M. and Dörfler, F.},
date-added = {2025-07-10 06:52:03 +0200},
date-modified = {2025-07-11 06:25:34 +0200},
note = {{Submitted. Available at {https://arxiv.org/abs/2507.07263}.}},
pdf = {https://arxiv.org/pdf/2507.07263},
title = {Convergence and Robustness Bounds for Distributed Asynchronous Shortest-Path},
url = {https://arxiv.org/abs/2507.07263},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2507.07263}
}
-
K. Moffat,
S. Bolognani,
and F. Dörfler.
Nullspace Power Balance and Nullspace Power Flow.
2025.
Note: Submitted.Keyword(s): Power Networks,
Power Flow Optimization.
@article{KM-SB-FD:25,
author = {Moffat, K. and Bolognani, S. and Dörfler, F.},
date-added = {2025-10-16 12:18:23 +0200},
date-modified = {2025-10-16 12:19:17 +0200},
keywords = {Power Networks, Power Flow Optimization},
note = {Submitted.},
title = {Nullspace Power Balance and Nullspace Power Flow},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2510.12338}
}
-
T. Nakano,
A. Aboudonia,
J. Eising,
A. Martinelli,
F. Dörfler,
and J. Lygeros.
Dissipativity-Based Data-Driven Decentralized Control of Interconnected Systems.
2025.
Note: Submitted. Available at https://arxiv.org/2509.14047.
Keyword(s): Data-Driven Control.
@article{NT-AA-JE-AM-FD-J:25,
author = {Nakano, T. and Aboudonia, A. and Eising, J. and Martinelli, A. and Dörfler, F. and Lygeros, J.},
date-added = {2025-09-22 07:06:58 +0200},
date-modified = {2025-09-22 07:08:50 +0200},
keywords = {Data-Driven Control},
note = {{Submitted. Available at {https://arxiv.org/2509.14047}.}},
pdf = {https://arxiv.org/pdf/2509.14047},
title = {Dissipativity-Based Data-Driven Decentralized Control of Interconnected Systems},
url = {https://arxiv.org/2509.14047},
year = {2025},
bdsk-url-1 = {https://arxiv.org/2509.14047}
}
-
N. Persson,
F. Zhao,
M. Kaheni,
F. Dörfler,
and A.V. Papadopoulos.
An Adaptive Data-Enabled Policy Optimization Approach for Autonomous Bicycle Control.
2025.
Note: Submitted. Available at https://arxiv.org/abs/2502.13676.
Keyword(s): Data-Driven Control.
@article{NP-FZ-KM-FD-AVP:25,
author = {Persson, N. and Zhao, F. and Kaheni, M. and Dörfler, F. and Papadopoulos, A.V.},
date-added = {2025-02-17 20:56:12 +0100},
date-modified = {2025-02-20 12:54:16 +0100},
keywords = {Data-Driven Control},
note = {{Submitted. Available at {https://arxiv.org/abs/2502.13676}.}},
pdf = {https://arxiv.org/pdf/2502.13676},
title = {An Adaptive Data-Enabled Policy Optimization Approach for Autonomous Bicycle Control},
url = {https://arxiv.org/abs/2502.13676},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2502.13676}
}
-
M. Schneeberger,
S. Mastellone,
and F. Dörfler.
Safety Filter for Limiting the Current of Grid-Forming Matrix Modular Multilevel Converters.
2025.
Note: Submitted.Keyword(s): Power Networks,
Nonlinear Control Design,
Power Electronics Control.
@article{MS-SM-FD:25,
author = {Schneeberger, M. and Mastellone, S. and Dörfler, F.},
date-added = {2025-03-14 11:47:03 +0100},
date-modified = {2025-03-14 11:47:43 +0100},
funding = {ETH Zürich Funds, NCCR Automation},
keywords = {Power Networks, Nonlinear Control Design, Power Electronics Control},
note = {Submitted.},
title = {{Safety Filter for Limiting the Current of Grid-Forming Matrix Modular Multilevel Converters}},
year = 2025,
bdsk-url-1 = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5991303}
}
-
S. Shafieezadeh-Abadeh,
L. Aolaritei,
F. Dörfler,
and D. Kuhn.
New Perspectives on Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization.
Operations Research,
June 2025.
Note: In press. Available at https://arxiv.org/abs/2303.03900.
Keyword(s): Distributional Robustness,
Optimal Transport.
@article{AL-SA-FD:23,
author = {Shafieezadeh-Abadeh, S. and Aolaritei, L. and F. D{ö}rfler and D. Kuhn},
date-added = {2023-03-22 21:42:40 +0100},
date-modified = {2025-09-30 21:46:47 +0200},
funding = {NCCR Automation},
journal = {Operations Research},
keywords = {Distributional Robustness, Optimal Transport},
month = {June},
note = {{In press. Available at {https://arxiv.org/abs/2303.03900}.}},
pdf = {https://arxiv.org/abs/2303.03900},
title = {New Perspectives on Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization},
url = {https://arxiv.org/pdf/2303.03900.pdf},
year = {2025},
bdsk-url-1 = {https://people.kth.se/~joakbj/Papers/DVPP2021.pdf}
}
-
S. Singhal,
M. Fochesato,
L. Aolaritei,
and F. Dörfler.
Learn to Bid as a Price-Maker Wind Power Producer.
IEEE Transactions on Energy Markets, Policy and Regulation,
2025.
Note: In press. DOI: 10.1109/TEMPR.2025.3628757.
Keyword(s): Online Optimization.
@article{SS-MF-AL-FD:25,
author = {Singhal, S. and Fochesato, M. and Aolaritei, L. and Dörfler, F.},
date-added = {2025-03-20 21:35:37 +0100},
date-modified = {2025-11-06 09:23:18 +0100},
journal = {IEEE Transactions on Energy Markets, Policy and Regulation},
keywords = {Online Optimization},
note = {{In press. DOI: 10.1109/TEMPR.2025.3628757}},
title = {Learn to Bid as a Price-Maker Wind Power Producer},
year = {2025}
}
-
N. Taddei,
R. Maggiono,
J. Eising,
G. De Pasquale,
and F. Dörfler.
Distributed Time-Varying Gaussian Process Regression via Kalman Filtering.
European Journal of Control,
2025.
Note: In press.
@article{NT-RM-JE-GDP-FD:25,
author = {Taddei, N. and Maggiono, R. and Eising, J. and De Pasquale, G. and Dörfler, F.},
date-added = {2025-07-10 06:15:20 +0200},
date-modified = {2025-07-10 06:17:15 +0200},
journal = {European Journal of Control},
note = {In press.},
title = {Distributed Time-Varying Gaussian Process Regression via Kalman Filtering},
year = {2025}
}
-
H. Taghavian,
F. Dörfler,
and M. Johansson.
Optimal control of continuous-time symmetric systems with unknown dynamics and noisy measurements.
Automatica,
2025.
Note: In press. Available at https://arxiv.org/abs/2403.13605.
Keyword(s): Data-Driven Control,
Linear Control Design.
@article{HT-FD-MJ:24,
author = {Taghavian, H. and D{ö}rfler, F. and Johansson, M.},
date-added = {2024-03-20 15:15:33 +0100},
date-modified = {2025-07-08 08:55:59 +0200},
funding = {ETH Zürich Funds},
journal = {Automatica},
keywords = {Data-Driven Control, Linear Control Design},
note = {{In press. Available at {https://arxiv.org/abs/2403.13605}.}},
pdf = {https://arxiv.org/pdf/2403.13605.pdf},
title = {Optimal control of continuous-time symmetric systems with unknown dynamics and noisy measurements},
url = {https://arxiv.org/abs/2403.13605},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/1905.06291}
}
-
Y. Wang,
H. Wang,
K. Zhuang,
K. Moffat,
and F. Dörfler.
Model-Free Power System Stability Enhancement with Dissipativity-Based Neural Control.
2025.
Note: Submitted.Keyword(s): Power Electronics Control,
Data-Driven Control.
@article{YW-WH-ZK-KM-FD:25,
author = {Wang, Y. and Wang, H. and Zhuang, K. and Moffat, K. and Dörfler, F.},
date-added = {2025-10-15 22:28:13 +0200},
date-modified = {2025-10-15 22:29:35 +0200},
keywords = {Power Electronics Control, Data-Driven Control},
note = {Submitted.},
title = {Model-Free Power System Stability Enhancement with Dissipativity-Based Neural Control},
year = {2025}
}
-
X. Wang,
F. Zhao,
A. Jürisson,
F. Dörfler,
and R. Smith.
Unified Aeroelastic Flutter and Loads Control via Data-Enabled Policy Optimization.
IEEE Transactions on Aerospace and Electronic Systems,
61(5):11437-11449,
2025.
Keyword(s): Behavioral Systems Theory,
Data-Driven Control,
System Identification,
Online Optimization.
@article{XW-FZ-AJ-FD-RS:24,
author = {Wang, X. and Zhao, F. and Jürisson, A. and Dörfler, F. and Smith, R.},
date-added = {2024-12-23 14:21:18 +0100},
date-modified = {2025-10-15 07:31:53 +0200},
journal = {IEEE Transactions on Aerospace and Electronic Systems},
keywords = {Behavioral Systems Theory, Data-Driven Control, System Identification, Online Optimization},
number = {5},
pages = {11437-11449},
title = {Unified Aeroelastic Flutter and Loads Control via Data-Enabled Policy Optimization},
volume = {61},
year = 2025,
bdsk-url-1 = {http://homepages.vub.ac.be/~imarkovs/publications/overview-ddctr.pdf}
}
-
F. Zhao,
F. Dörfler,
A. Chiuso,
and K. You.
Data-Enabled Policy Optimization for Direct Adaptive Learning of the LQR.
IEEE Transactions on Automatic Control,
70(11):7217-7232,
January 2025.
Keyword(s): Data-Driven Control,
Linear Control Design,
Online Optimization.
@article{FZ-FD-AC-KY:24,
author = {Zhao, F. and Dörfler, F. and Chiuso, A. and You, K.},
date-added = {2024-01-26 13:28:31 +0000},
date-modified = {2025-10-29 08:34:28 +0100},
journal = {IEEE Transactions on Automatic Control},
keywords = {Data-Driven Control, Linear Control Design, Online Optimization},
month = {January},
number = {11},
pages = {7217-7232},
pdf = {https://arxiv.org/pdf/2401.14871.pdf},
title = {Data-Enabled Policy Optimization for Direct Adaptive Learning of the {LQR}},
url = {https://arxiv.org/abs/2401.14871},
volume = {70},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2401.14029}
}
-
K. Zhuang,
H. Xin,
V. Häberle,
X. He,
L. Huang,
and F. Dörfler.
Quantifying Grid-Forming Behavior: Bridging Device-level Dynamics and System-Level Stability.
2025.
Note: Submitted. Available at https://arxiv.org/abs/2503.24152.
Keyword(s): Power Electronics Control,
Low-Inertia Systems.
@article{KZ-XH-VH-XH-LH-FD:25,
author = {Zhuang, K. and Xin, H. and Häberle, V. and He, X. and Huang, L. and Dörfler, F.},
date-added = {2025-04-01 18:01:06 +0200},
date-modified = {2025-10-01 07:52:03 +0200},
keywords = {Power Electronics Control, Low-Inertia Systems},
note = {{Submitted. Available at {https://arxiv.org/abs/2503.24152}.}},
pdf = {https://arxiv.org/pdf/2503.24152},
title = {Quantifying Grid-Forming Behavior: Bridging Device-level Dynamics and System-Level Stability},
url = {https://arxiv.org/abs/2503.24152},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2503.24152}
}
-
M. Bianchi and F. Dörfler.
A Stability Condition for Online Feedback Optimization without Timescale Separation.
In European Control Conference.
2025.
Note: To appear.Keyword(s): Online Optimization.
@incollection{MB-FD:24,
author = {Bianchi, M. and Dörfler, F.},
booktitle = {European Control Conference},
date-added = {2024-11-09 07:03:17 +0100},
date-modified = {2025-03-09 20:24:46 +0100},
keywords = {Online Optimization},
note = {To appear.},
title = {A Stability Condition for Online Feedback Optimization without Timescale Separation},
year = {2025}
}
-
M. Bianchi and F. Dörfler.
Online Feedback Optimization for Monotone Systems without Timescale Separation.
In .
2025.
Note: Submitted.Keyword(s): Online Optimization.
@incollection{MB-FD:25,
author = {Bianchi, M. and Dörfler, F.},
date-added = {2025-04-01 08:34:46 +0200},
date-modified = {2025-04-01 08:35:07 +0200},
keywords = {Online Optimization},
note = {Submitted.},
title = {Online Feedback Optimization for Monotone Systems without Timescale Separation},
year = {2025}
}
-
E. Baron Prada,
A. Anta,
A. Padoan,
and F. Dörfler.
Mixed Small Gain and Phase Theorem: A new view using Scale Relative Graphs.
In European Control Conference,
2025.
Note: To appear.Keyword(s): Linear Control Design.
@inproceedings{BPE-AA-AP-FD:24,
author = {Baron Prada, E. and Anta, A. and Padoan, A. and Dörfler, F.},
booktitle = {European Control Conference},
date-added = {2024-11-09 06:57:23 +0100},
date-modified = {2025-03-09 20:25:19 +0100},
keywords = {Linear Control Design},
note = {To appear.},
title = {Mixed Small Gain and Phase Theorem: A new view using Scale Relative Graphs},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2310.15354}
}
-
E. Baron Prada,
A. Anta,
A. Padoan,
and F. Dörfler.
Stability results for MIMO LTI systems via Scaled Relative Graphs.
In ,
2025.
Note: Submitted. Available at https://arxiv.org/abs/2503.13583.
Keyword(s): Linear Control Design.
@inproceedings{BPE-AA-AP-FD:25,
author = {Baron Prada, E. and Anta, A. and Padoan, A. and Dörfler, F.},
date-added = {2025-03-24 12:56:22 +0100},
date-modified = {2025-03-24 12:57:29 +0100},
keywords = {Linear Control Design},
note = {{Submitted. Available at {https://arxiv.org/abs/2503.13583}.}},
pdf = {https://arxiv.org/pdf/2503.13583},
title = {Stability results for MIMO LTI systems via Scaled Relative Graphs},
url = {https://arxiv.org/abs/2503.13583},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2310.15354}
}
-
N.J. Behr,
M. Bianchi,
K. Moffat,
S. Bolognani,
and F. Dörfler.
PRIME: Fast Primal-Dual Feedback Optimization for Markets with Application to Optimal Power Flow.
In ,
2025.
Note: Submitted. Available at https://arxiv.org/abs/2504.16048.
Keyword(s): Online Optimization,
Power Flow Optimization.
@inproceedings{NJB-MB-KM-SB-FD:25,
author = {Behr, N.J. and Bianchi, M. and Moffat, K. and Bolognani, S. and Dörfler, F.},
date-added = {2025-04-01 08:42:37 +0200},
date-modified = {2025-04-25 08:13:07 +0200},
keywords = {Online Optimization, Power Flow Optimization},
note = {{Submitted. Available at {https://arxiv.org/abs/2504.16048}.}},
pdf = {https://arxiv.org/pdf/2504.16048},
title = {PRIME: Fast Primal-Dual Feedback Optimization for Markets with Application to Optimal Power Flow},
url = {https://arxiv.org/abs/2504.16048},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2504.16048}
}
-
M. Bianchi,
P. Grontas,
C. Dirren,
J. Lygeros,
and F. Dörfler.
Contractivity and linear convergence in bilinear saddle-point problems: An operator-theoretic approach.
In AISTATS,
2025.
Note: To appear.Keyword(s): Online Optimization.
@inproceedings{MB-PG-DC-JL-FD:34,
author = {Bianchi, M. and Grontas, P. and Dirren, C. and Lygeros, J. and Dörfler, F.},
booktitle = {AISTATS},
date-added = {2024-10-11 20:22:06 +0200},
date-modified = {2025-01-22 13:20:30 +0100},
keywords = {Online Optimization},
note = {To appear.},
title = {Contractivity and linear convergence in bilinear saddle-point problems: An operator-theoretic approach},
year = {2025}
}
-
W. Chan,
Z. He,
K. Moffat,
S. Bolognani,
M. Muehlebach,
and F. Dörfler.
Robust Feedback Optimization with Model Uncertainty: A Regularization Approach.
In ,
2025.
Note: Submitted.Keyword(s): Online Optimization.
@inproceedings{WC-ZH-KM-SB-MM-FD:25,
author = {Chan, W. and He, Z. and Moffat, K. and Bolognani, S. and Muehlebach, M. and Dörfler, F.},
date-added = {2025-03-31 09:28:18 +0200},
date-modified = {2025-03-31 09:29:14 +0200},
keywords = {Online Optimization},
note = {Submitted.},
title = {Robust Feedback Optimization with Model Uncertainty: A Regularization Approach},
year = {2025}
}
-
S. Chandrasekaran,
C. Arghir,
P. Joerg,
F. Dörfler,
and S. Mastellone.
Active limit compliance in AC drive systems.
In ,
2025.
Note: Submitted.Keyword(s): Online Optimization.
@inproceedings{SC-CA-PJ-FD-SM:25,
author = {Chandrasekaran, S. and Arghir, C. and Joerg, P. and Dörfler, F. and Mastellone, S.},
date-added = {2025-03-31 08:42:42 +0200},
date-modified = {2025-03-31 08:43:50 +0200},
keywords = {Online Optimization},
note = {Submitted.},
title = {Active limit compliance in AC drive systems},
year = {2025}
}
-
S. Chandrasekaran,
C. Arghir,
J. Pieder,
F. Dörfler,
and S. Mastellone.
Reactive power flow optimization in AC drive systems.
In ,
2025.
Note: Submitted. Available at https://arxiv.org/2504.10360.
@inproceedings{SC-CA-JP-FD-SM:25,
author = {Chandrasekaran, S. and Arghir, C. and Pieder, J. and Dörfler, F. and Mastellone, S.},
date-added = {2025-04-18 16:06:49 +0200},
date-modified = {2025-04-18 16:08:06 +0200},
note = {{Submitted. Available at {https://arxiv.org/2504.10360}.}},
pdf = {https://arxiv.org/pdf/2504.10360},
title = {Reactive power flow optimization in AC drive systems},
url = {https://arxiv.org/2504.10360},
year = {2025},
bdsk-url-1 = {https://arxiv.org/2504.10360}
}
-
M.A. Desai,
R. Stoll,
X. He,
F. Dörfler,
and G. Hug.
Comparison of Current-Limiting Strategies for Grid-Forming Converters Under Grid Faults.
In ,
2025.
Note: To appear.
@inproceedings{MAD-RS-XH-FD:25,
author = {Desai, M.A. and Stoll, R. and He, X. and Dörfler, F. and Hug, G.},
date-added = {2025-04-03 16:38:35 +0200},
date-modified = {2025-04-03 16:40:58 +0200},
note = {To appear.},
title = {Comparison of Current-Limiting Strategies for Grid-Forming Converters Under Grid Faults},
year = {2025}
}
-
J. Eising and F. Dörfler.
Towards a behavioral linear systems theory tailored to data-driven control.
In ,
2025.
Note: Submitted.Keyword(s): Data-Driven Control,
Behavioral Systems Theory,
Linear Control Design.
@inproceedings{JE-FD:25cdc,
author = {Eising, J. and Dörfler, F.},
date-added = {2025-04-01 09:12:03 +0200},
date-modified = {2025-04-01 09:12:49 +0200},
keywords = {Data-Driven Control, Behavioral Systems Theory, Linear Control Design},
note = {Submitted.},
title = {Towards a behavioral linear systems theory tailored to data-driven control},
year = {2025}
}
-
A. Feik,
N. Lanzetti,
S. Bolognani,
F. Dörfler,
and D. Paccagnan.
Coordination via Strategic Robustification in Aggregative Games, by Feik Andreas, Nicolas Lanzetti.
In ,
2025.
Note: Submitted.Keyword(s): Game Theory.
@inproceedings{AF-NL-SB-FD-DP:25,
author = {Feik, A. and Lanzetti, N. and Bolognani, S. and Dörfler, F. and Paccagnan, D.},
date-added = {2025-04-01 08:44:39 +0200},
date-modified = {2025-04-01 08:45:51 +0200},
keywords = {Game Theory},
note = {Submitted.},
title = {Coordination via Strategic Robustification in Aggregative Games", by Feik Andreas, Nicolas Lanzetti}, year = {2025}
}
-
F. Ferrara,
F. Dörfler,
and S. Li.
Improving Fuel Efficiency via Data-driven Guidance for Collision Avoidance Maneuvers in the Low Earth Orbit.
In Astrodynamics Specialist Conference,
2025.
@inproceedings{FF-FD-SL:25,
author = {Ferrara, F. and Dörfler, F. and Li, S.},
booktitle = {Astrodynamics Specialist Conference},
date-added = {2025-05-15 13:51:14 +0800},
date-modified = {2025-05-15 13:52:17 +0800},
title = {Improving Fuel Efficiency via Data-driven Guidance for Collision Avoidance Maneuvers in the Low Earth Orbit},
year = {2025}
}
-
F. Ferrara,
L. Schillinger Arana,
F. Dörfler,
and S. Li.
A Markov Decision Process Framework for Early Maneuver Decisions in Satellite Collision Avoidance.
In Astrodynamics Specialist Conference,
2025.
Note: Submitted.
@inproceedings{FF-LAS-FD-SL:25,
author = {Ferrara, F. and Schillinger Arana, L. and Dörfler, F. and Li, S.},
booktitle = {Astrodynamics Specialist Conference},
date-added = {2025-08-11 20:47:01 +0200},
date-modified = {2025-08-11 20:49:20 +0200},
note = {Submitted.},
pdf = {https://arxiv.org/pdf/2508.05876},
title = {A Markov Decision Process Framework for Early Maneuver Decisions in Satellite Collision Avoidance},
url = {https://arxiv.org/abs/2508.05876},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2508.05876}
}
-
S. Graf,
K. Moffat,
A. Mohapatra,
and F. Dörfler.
Grid-Connected, Data-Driven Inverter Control, Theory to Hardware.
In Powertech,
2025.
Keyword(s): Data-Driven Control,
Power Electronics Control.
@inproceedings{SG-KM-AM-FD:25,
author = {Graf, S. and Moffat, K. and Mohapatra, A. and Dörfler, F.},
booktitle = {Powertech},
date-added = {2025-04-02 22:07:18 +0200},
date-modified = {2025-07-04 22:20:36 +0200},
keywords = {Data-Driven Control, Power Electronics Control},
pdf = {https://arxiv.org/pdf/2507.02325},
title = {Grid-Connected, Data-Driven Inverter Control, Theory to Hardware},
url = {https://arxiv.org/abs/2507.02325},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2507.02325}
}
-
S. Hall,
F. Dörfler,
H. Nax,
and S. Bolognani.
The Limits of Fairness of the Variational Generalized Nash Equilibrium.
In ,
2025.
Note: Submitted. Available at https://arxiv.org/abs/2504.03540.
Keyword(s): Game Theory.
@inproceedings{SH-FD-HN-SB:25,
author = {Hall, S. and Dörfler, F. and Nax, H. and Bolognani, S.},
date-added = {2025-04-01 08:37:44 +0200},
date-modified = {2025-04-07 08:43:57 +0200},
keywords = {Game Theory},
note = {{Submitted. Available at {https://arxiv.org/abs/2504.03540}.}},
pdf = {https://arxiv.org/pdf/2504.03540},
title = {{The Limits of "Fairness" of the Variational Generalized Nash Equilibrium}},
url = {https://arxiv.org/abs/2504.03540},
year = {2025},
bdsk-url-1 = {http://people.ee.ethz.ch/~floriand/docs/Articles/BolognaniDorfler_Allerton2015.pdf}
}
-
S. Ionescu,
R. Forsberg,
E.M. Lichtenegger,
S. Jaoua,
Jaglan. K.,
F. Dörfler,
and A. Hannak.
Deciding Who Sees What: Visibility Allocation Systems and Their Impact on Society.
In ,
2025.
@inproceedings{SI-RF-EML-SJ-KJ-FD-AH:25,
author = {Ionescu, S. and Forsberg, R. and Lichtenegger, E.M. and Jaoua, S. and Jaglan. K. and Dörfler, F. and Hannak, A.},
date-added = {2025-09-30 16:03:42 +0200},
date-modified = {2025-09-30 16:05:18 +0200},
title = {Deciding Who Sees What: Visibility Allocation Systems and Their Impact on Society},
year = {2025}
}
-
S. Ionescu,
R. Forsberg,
E.M. Lichtenegger,
S. Jaoua,
Jaglan. K.,
F. Dörfler,
and A. Hannak.
Visibility Allocation Systems: How Algorithmic Design Shapes Online Visibility and Societal Outcomes.
In ,
2025.
Note: Submitted. Available at https://arxiv.org/abs/2510.17241.
Keyword(s): Social Networks.
@inproceedings{ciSI-RF-EML-SJ-KJ-FD-AH:25-2,
author = {Ionescu, S. and Forsberg, R. and Lichtenegger, E.M. and Jaoua, S. and Jaglan. K. and Dörfler, F. and Hannak, A.},
date-added = {2025-10-21 08:00:44 +0200},
date-modified = {2025-10-21 08:03:05 +0200},
keywords = {Social Networks},
note = {{Submitted. Available at {https://arxiv.org/abs/2510.17241}.}},
pdf = {https://arxiv.org/pdf/2510.17241},
title = {Visibility Allocation Systems: How Algorithmic Design Shapes Online Visibility and Societal Outcomes},
url = {https://arxiv.org/abs/2510.17241},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2510.17241}
}
-
K. Iten,
L. Treven,
B. Sukhija,
F. Dörfler,
and A. Krause.
Sample-efficient and Scalable Exploration in Continuous-Time RL.
In ,
2025.
Note: Submitted. Available at https://arxiv.org/pdf/2510.24482.
Keyword(s): Data-Driven Control.
@inproceedings{KI-LT-BS-FD-AK:25,
author = {Iten, K. and Treven, L. and Sukhija, B. and Dörfler, F. and Krause, A.},
date-added = {2025-09-19 23:11:48 +0200},
date-modified = {2025-10-29 08:58:20 +0100},
keywords = {Data-Driven Control},
note = {{Submitted. Available at {https://arxiv.org/pdf/2510.24482}.}},
pdf = {https://arxiv.org/pdf/2510.24482},
title = {Sample-efficient and Scalable Exploration in Continuous-Time RL},
url = {https://arxiv.org/2510.24482},
year = {2025},
bdsk-url-1 = {https://arxiv.org/2510.24482}
}
-
M. Kühne,
P. Grontas,
G. De Pasquale,
G. Belgioioso,
F. Dörfler,
and J. Lygeros.
Optimizing Social Network Interventions via Hypergradient-Based Recommender System Design.
In ICML,
2025.
Note: To appear.
Keyword(s): Social Networks,
Online Optimization.
@inproceedings{cite-key,
author = {Kühne, M. and Grontas, P. and De Pasquale, G. and Belgioioso, G. and Dörfler, F. and Lygeros, J.},
booktitle = {ICML},
date-added = {2025-05-03 15:40:35 +0200},
date-modified = {2025-05-03 15:42:06 +0200},
keywords = {Social Networks, Online Optimization},
note = {To appear.},
pdf = {https://arxiv.org/pdf/2502.12973},
title = {Optimizing Social Network Interventions via Hypergradient-Based Recommender System Design},
url = {https://arxiv.org/abs/2502.12973},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2502.12973}
}
-
A. Karakai,
J. Eising,
A. Martinelli,
and F. Dörfler.
Convergence Analysis of Distributed Optimization: A Dissipativity Framework.
In ,
2025.
Note: Submitted.
@inproceedings{AK-JE-AM-FD:25,
author = {Karakai, A. and Eising, J. and Martinelli, A. and Dörfler, F.},
date-added = {2025-10-31 22:11:43 +0100},
date-modified = {2025-10-31 22:12:37 +0100},
note = {Submitted.},
title = {Convergence Analysis of Distributed Optimization: A Dissipativity Framework},
year = {2025}
}
-
A. Kharitenko,
Z. Shen,
R. De Santi,
N. He,
and F. Dörfler.
Landing with the Score: Riemannian Optimization through Denoising.
In ,
2025.
Note: Submitted. Available at https://www.arxiv.org/abs/2509.23357.
Keyword(s): Data-Driven Control,
Online Optimization.
@inproceedings{AK-ZS-RDS-NH-FD:25,
author = {Kharitenko, A. and Shen, Z. and De Santi, R. and He, N. and Dörfler, F.},
date-added = {2025-09-19 15:01:53 +0200},
date-modified = {2025-09-30 16:06:03 +0200},
keywords = {Data-Driven Control, Online Optimization},
note = {{Submitted. Available at {https://www.arxiv.org/abs/2509.23357}.}},
pdf = {https://www.arxiv.org/pdf/2509.23357},
title = {Landing with the Score: Riemannian Optimization through Denoising},
url = {https://www.arxiv.org/abs/2509.23357},
year = {2025},
bdsk-url-1 = {https://www.arxiv.org/abs/2509.23357}
}
-
N. Lanzetti,
A. Terpin,
M. Gadea,
and F. Dörfler.
Optimality of Linear Policies for Distributionally Robust Linear Quadratic Gaussian Regulator with Stationary Distributions.
In European Control Conference,
2025.
Note: To appear. Available at https://arxiv.org/abs/2410.22826.
Keyword(s): Optimal Transport,
Linear Control Design.
@inproceedings{NL-AT-FD:24,
author = {Lanzetti, N. and Terpin, A. and Gadea, M. and Dörfler, F.},
booktitle = {European Control Conference},
date-added = {2024-11-01 12:19:21 +0900},
date-modified = {2025-03-09 20:04:57 +0100},
keywords = {Optimal Transport, Linear Control Design},
note = {{To appear. Available at {https://arxiv.org/abs/2410.22826}.}},
pdf = {https://arxiv.org/pdf/2410.22826},
title = {Optimality of Linear Policies for Distributionally Robust Linear Quadratic Gaussian Regulator with Stationary Distributions},
url = {https://arxiv.org/abs/2410.22826},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2406.12616}
}
-
J. Miller,
J. Eising,
F. Dörfler,
and R. Smith.
Data-Driven Structured Robust Control of Linear Systems.
In European Control Conference,
2025.
Note: To appear. Available at https://arxiv.org/abs/2411.11542.
Keyword(s): Data-Driven Control,
Linear Control Design.
@inproceedings{JM-JE-FD-SR:24,
author = {Miller, J. and Eising, J. and Dörfler, F. and Smith, R.},
booktitle = {European Control Conference},
date-added = {2024-11-07 20:38:44 +0100},
date-modified = {2025-03-09 20:26:05 +0100},
keywords = {Data-Driven Control, Linear Control Design},
note = {{To appear. Available at {https://arxiv.org/abs/2411.11542}.}},
pdf = {https://arxiv.org/pdf/2411.11542},
title = {Data-Driven Structured Robust Control of Linear Systems},
url = {https://arxiv.org/abs/2411.11542},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2303.17958#}
}
-
K. Moffat,
F. Dörfler,
and A. Chiuso.
The BiaS of Subspace-based Data-Driven Predictive Control.
In European Control Conference,
2025.
Keyword(s): Data-Driven Control,
Linear Control Design,
System Identification.
@inproceedings{KM-FD-AC:24-ecc,
author = {Moffat, K. and Dörfler, F. and Chiuso, A.},
booktitle = {European Control Conference},
date-added = {2024-11-09 06:50:47 +0100},
date-modified = {2025-07-04 22:19:43 +0200},
keywords = {Data-Driven Control, Linear Control Design, System Identification},
pdf = {https://arxiv.org/pdf/2507.02468},
title = {The BiaS of Subspace-based Data-Driven Predictive Control},
url = {https://arxiv.org/abs/2507.02468},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2310.15354}
}
-
J. Näff,
K. Moffat,
J. Eising,
and F. Dörfler.
Choose Wisely: Data-Enabled Predictive Control for Nonlinear Systems Using Online Data Selection.
In ,
2025.
Note: Submitted. Available at https://arxiv.org/abs/2503.18845.
@inproceedings{JN-KM-JE-FD:25,
author = {Näff, J. and Moffat, K. and Eising, J. and Dörfler, F.},
date-added = {2025-03-25 15:50:11 +0100},
date-modified = {2025-03-25 15:51:26 +0100},
note = {{Submitted. Available at {https://arxiv.org/abs/2503.18845}.}},
pdf = {https://arxiv.org/pdf/2503.18845},
title = {Choose Wisely: Data-Enabled Predictive Control for Nonlinear Systems Using Online Data Selection},
url = {https://arxiv.org/abs/2503.18845},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2503.18845}
}
-
A. Sasfi,
I. Markovsky,
A. Padoan,
and F. Dörfler.
Gaussian behaviors: representations and data-driven control.
In ,
2025.
Note: Submitted.Keyword(s): Behavioral Systems Theory,
Data-Driven Control,
Linear Control Design.
@inproceedings{AS-IM-AP-FD:25,
author = {Sasfi, A. and Markovsky, I. and Padoan, A. and Dörfler, F.},
date-added = {2025-04-01 08:36:27 +0200},
date-modified = {2025-04-01 08:37:20 +0200},
keywords = {Behavioral Systems Theory, Data-Driven Control, Linear Control Design},
note = {Submitted.},
title = {Gaussian behaviors: representations and data-driven control},
year = {2025}
}
-
L. Schüepp,
C.A. Alonso,
F. Dörfler,
and G. De Pasquale.
Socially-Aware Recommender Systems Mitigate Opinion Clusterization.
In ,
2025.
Note: Submitted.Keyword(s): Social Networks,
Online Optimization.
@inproceedings{LS-CA-FD-GDP:25,
author = {Sch{ü}epp, L. and Alonso, C.A. and Dörfler, F. and De Pasquale, G.},
date-added = {2025-09-19 23:10:27 +0200},
date-modified = {2025-09-19 23:11:38 +0200},
keywords = {Social Networks, Online Optimization},
note = {Submitted.},
title = {Socially-Aware Recommender Systems Mitigate Opinion Clusterization},
year = {2025}
}
-
L. Schüepp,
G. De Pasquale,
F. Dörfler,
and C.A. Alonso.
System Level Synthesis for Affine Control Policies: Model Based and Data-Driven Settings.
In ,
2025.
Note: Submitted. Available at https://arxiv.org/abs/2504.01677.
Keyword(s): Linear Control Design,
Data-Driven Control.
@inproceedings{LS-GDP-FD-CAA:25,
author = {Sch{ü}epp, L. and De Pasquale, G. and Dörfler, F. and Alonso, C.A.},
date-added = {2025-04-01 08:46:45 +0200},
date-modified = {2025-04-06 21:46:52 +0200},
keywords = {Linear Control Design, Data-Driven Control},
note = {{Submitted. Available at {https://arxiv.org/abs/2504.01677}.}},
pdf = {https://arxiv.org/pdf/2504.01677},
title = {System Level Synthesis for Affine Control Policies: Model Based and Data-Driven Settings},
url = {https://arxiv.org/abs/2504.01677},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2504.01677}
}
-
A. Sukhija,
L. Treven,
J. Cheng,
F. Dörfler,
S. Coros,
and A. Krause.
TARC: Time-Adaptive Robotic Control.
In ,
2025.
Note: Submitted. Available at https://arxiv.org/2510.23176.
Keyword(s): Data-Driven Control.
@inproceedings{AS-LT-JC-FD-SC-AK:25,
author = {A. Sukhija and L. Treven and J. Cheng and F. Dörfler and S. Coros and A. Krause},
date-added = {2025-10-31 15:40:55 +0100},
date-modified = {2025-10-31 15:42:07 +0100},
keywords = {Data-Driven Control},
note = {{Submitted. Available at {https://arxiv.org/2510.23176}.}},
pdf = {https://arxiv.org/pdf/2510.23176},
title = {TARC: Time-Adaptive Robotic Control},
url = {https://arxiv.org/2510.23176},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2403.16644}
}
-
B. Sukhija,
L. Treven,
C. Sferrazza,
F. Dörfler,
P. Abbeel,
and A. Krause.
SOMBRL: Scalable and Optimistic Model-Based RL.
In NeurIPS,
2025.
Note: To appear.Keyword(s): Data-Driven Control.
@inproceedings{BS-LT-CS-FD-PA-AK:25,
author = {B. Sukhija and Treven, L. and Sferrazza, C. and Dörfler, F. and Abbeel, P. and Krause, A.},
booktitle = {NeurIPS},
date-added = {2025-09-18 20:48:12 +0200},
date-modified = {2025-11-09 10:25:48 +0100},
keywords = {Data-Driven Control},
note = {{To appear.}},
title = {{SOMBRL: Scalable and Optimistic Model-Based RL}},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2406.01175}
}
-
N. Taddei,
R. Maggioni,
J. Eising,
G. De Pasquale,
and F. Dörfler.
Distributed Time-Varying Gaussian Regression via Kalman Filtering.
In European Control Conference,
2025.
Note: To appear.Keyword(s): System Identification.
@inproceedings{NT-RM-JE-GDP-FD:24,
author = {Taddei, N. and Maggioni, R. and Eising, J. and De Pasquale, G. and Dörfler, F.},
booktitle = {European Control Conference},
date-added = {2024-11-09 06:52:55 +0100},
date-modified = {2025-03-09 20:03:12 +0100},
keywords = {System Identification},
note = {To appear.},
title = {Distributed Time-Varying Gaussian Regression via Kalman Filtering},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2310.15354}
}
-
Y. Tang,
C. Cenedese,
A. Rimoldi,
F. Dörfler,
J. Lygeros,
and A. Padoan.
Split-as-a-Pro: behavioral control via operator splitting and alternating projections.
In European Control Conference,
December 2025.
Note: To appear. Available at http://arxiv.org/abs/2505.19411.
Keyword(s): Data-Driven Control,
Linear Control Design,
Behavioral Systems Theory.
@inproceedings{YT-CC-AR-FD-JL-AP:24,
author = {Tang, Y. and Cenedese, C. and Rimoldi, A. and Dörfler, F. and Lygeros, J. and Padoan, A.},
booktitle = {European Control Conference},
date-added = {2024-11-09 07:07:59 +0100},
date-modified = {2025-05-27 07:33:22 +0200},
keywords = {Data-Driven Control, Linear Control Design, Behavioral Systems Theory},
month = {December},
note = {{To appear. Available at {http://arxiv.org/abs/2505.19411}.}},
pdf = {https://arxiv.org/pdf/2505.19411},
title = {Split-as-a-Pro: behavioral control via operator splitting and alternating projections},
url = {http://arxiv.org/abs/2505.19411},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2202.08639}
}
-
S.E. Yaagoubi,
K. Moffat,
E. Prieto,
and F. Dörfler.
Recursive-ARX for Grid-Edge Fault Detection.
In Powertech,
2025.
Keyword(s): Power Electronics Control,
System Identification.
@inproceedings{SE-KM-EP-FD:25,
author = {Yaagoubi, S.E. and Moffat, K. and Prieto, E. and Dörfler, F.},
booktitle = {Powertech},
date-added = {2025-04-02 22:08:43 +0200},
date-modified = {2025-06-28 05:23:25 +0200},
keywords = {Power Electronics Control, System Identification},
pdf = {https://arxiv.org/pdf/2506.20011},
title = {Recursive-ARX for Grid-Edge Fault Detection},
url = {https://arxiv.org/abs/2506.20011},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2506.20011}
}
-
F. Zhao,
A. Chiuso,
and F. Dörfler.
Regularization for Covariance Parameterization of Direct Data-Driven LQR Control.
In ,
volume 9,
pages 961-966,
2025.
Keyword(s): Data-Driven Control,
Linear Control Design.
@inproceedings{FZ-AC-FD:25,
author = {Zhao, F. and Chiuso, A. and Dörfler, F.},
date-added = {2025-03-04 21:28:57 +0100},
date-modified = {2025-07-02 17:16:43 +0200},
keywords = {Data-Driven Control, Linear Control Design},
pages = {961-966},
pdf = {https://arxiv.org/pdf/2503.02985},
title = {Regularization for Covariance Parameterization of Direct Data-Driven LQR Control},
url = {https://arxiv.org/abs/2503.02985},
volume = {9},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2503.02985}
}
-
F. Zhao,
R. Leng,
L. Huang,
H. Xin,
K. You,
and F. Dörfler.
Direct Adaptive Control of Grid-Connected Power Converters via Output-Feedback Data-Enabled Policy Optimization.
In European Control Conference,
2025.
Note: To appear. Available at https://arxiv.org/abs/2411.03909.
Keyword(s): Data-Driven Control,
Linear Control Design.
@inproceedings{FZ-LR-LH-HX-KY-FD:24,
author = {F. Zhao and Leng, R. and Huang, L. and Xin, H. and K. You and F. Dörfler},
booktitle = {European Control Conference},
date-added = {2024-11-06 18:02:36 +0100},
date-modified = {2025-03-10 21:36:23 +0100},
keywords = {Data-Driven Control, Linear Control Design},
note = {{To appear. Available at {https://arxiv.org/abs/2411.03909}.}},
pdf = {https://arxiv.org/pdf/2411.03909},
title = {Direct Adaptive Control of Grid-Connected Power Converters via Output-Feedback Data-Enabled Policy Optimization},
url = {https://arxiv.org/abs/2411.03909},
year = {2025},
bdsk-url-1 = {https://arxiv.org/abs/2303.17958#}
}