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Moritz Schulze Darup
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2020 – today
- 2024
- [c37]Janis Adamek, Nils Schlüter, Moritz Schulze Darup:
On the design of stabilizing FIR controllers. CoDIT 2024: 2037-2042 - [c36]Janis Adamek, Moritz Schulze Darup:
Privacy-preserving gradient-based fair federated learning. CoDIT 2024: 2132-2138 - [c35]Nils Schlüter, Junsoo Kim, Moritz Schulze Darup:
A Code-Driven Tutorial on Encrypted Control: From Pioneering Realizations to Modern Implementations. ECC 2024: 914-920 - [c34]Manuel Klädtke, Moritz Schulze Darup, Daniel E. Quevedo:
Extending Direct Data-Driven Predictive Control Towards Systems with Finite Control Sets. ECC 2024: 3345-3350 - [c33]Dieter Teichrib, Moritz Schulze Darup:
Piecewise regression via mixed-integer programming for MPC. L4DC 2024: 337-348 - [i28]Teimour Hosseinalizadeh, Nils Schlüter, Moritz Schulze Darup, Nima Monshizadeh:
Privacy Analysis of Affine Transformations in Cloud-based MPC: Vulnerability to Side-knowledge. CoRR abs/2401.05835 (2024) - [i27]Manuel Klädtke, Moritz Schulze Darup:
Towards a unifying framework for data-driven predictive control with quadratic regularization. CoRR abs/2404.02721 (2024) - [i26]Manuel Klädtke, Moritz Schulze Darup, Daniel E. Quevedo:
Extending direct data-driven predictive control towards systems with finite control sets. CoRR abs/2404.02727 (2024) - [i25]Nils Schlüter, Junsoo Kim, Moritz Schulze Darup:
A code-driven tutorial on encrypted control: From pioneering realizations to modern implementations. CoRR abs/2404.04727 (2024) - [i24]Johannes van Randenborgh, Moritz Schulze Darup:
MPC using mixed-integer programming for aquifer thermal energy storages. CoRR abs/2404.09786 (2024) - [i23]Dieter Teichrib, Moritz Schulze Darup:
Piecewise regression via mixed-integer programming for MPC. CoRR abs/2407.06665 (2024) - [i22]Janis Adamek, Moritz Schulze Darup:
Privacy-preserving gradient-based fair federated learning. CoRR abs/2407.13881 (2024) - [i21]Janis Adamek, Nils Schlüter, Moritz Schulze Darup:
On the design of stabilizing FIR controllers. CoRR abs/2408.11959 (2024) - [i20]Janis Adamek, Philipp Binfet, Nils Schlüter, Moritz Schulze Darup:
Encrypted system identification as-a-service via reliable encrypted matrix inversion. CoRR abs/2410.20575 (2024) - [i19]Dieter Teichrib, Moritz Schulze Darup:
Reachability analysis for piecewise affine systems with neural network-based controllers. CoRR abs/2411.03834 (2024) - [i18]Jonas von der Heyden, Nils Schlüter, Philipp Binfet, Martin Asman, Markus Zdrallek, Tibor Jager, Moritz Schulze Darup:
Privacy-Preserving Power Flow Analysis via Secure Multi-Party Computation. CoRR abs/2411.14557 (2024) - 2023
- [j15]Nils Schlüter, Philipp Binfet, Moritz Schulze Darup:
A brief survey on encrypted control: From the first to the second generation and beyond. Annu. Rev. Control. 56: 100913 (2023) - [j14]Philipp Binfet, Janis Adamek, Nils Schlüter, Moritz Schulze Darup:
Towards privacy-preserving cooperative control via encrypted distributed optimization. Autom. 71(9): 736-747 (2023) - [j13]Manuel Klädtke, Moritz Schulze Darup:
Implicit Predictors in Regularized Data-Driven Predictive Control. IEEE Control. Syst. Lett. 7: 2479-2484 (2023) - [c32]Philipp Binfet, Nils Schlüter, Moritz Schulze Darup:
On the Security of Randomly Transformed Quadratic Programs for Privacy-Preserving Cloud-Based Control. CDC 2023: 3872-3877 - [c31]Dieter Teichrib, Moritz Schulze Darup:
Efficient Computation of Lipschitz Constants for MPC with Symmetries. CDC 2023: 6685-6691 - [i17]Nils Schlüter, Philipp Binfet, Moritz Schulze Darup:
Cryptanalysis of Random Affine Transformations for Encrypted Control. CoRR abs/2304.06582 (2023) - [i16]Manuel Klädtke, Moritz Schulze Darup:
Convex NMPC reformulations for a special class of nonlinear multi-input systems with application to rank-one bilinear networks. CoRR abs/2304.08147 (2023) - [i15]Dieter Teichrib, Moritz Schulze Darup:
Error bounds for maxout neural network approximations of model predictive control. CoRR abs/2304.08779 (2023) - [i14]Manuel Klädtke, Moritz Schulze Darup:
Implicit predictors in regularized data-driven predictive control. CoRR abs/2307.10750 (2023) - [i13]Dieter Teichrib, Moritz Schulze Darup:
Efficient computation of Lipschitz constants for MPC with symmetries. CoRR abs/2311.04580 (2023) - [i12]Philipp Binfet, Nils Schlüter, Moritz Schulze Darup:
On the security of randomly transformed quadratic programs for privacy-preserving cloud-based control. CoRR abs/2311.05215 (2023) - 2022
- [j12]Moritz Schulze Darup, Gerrit Book, Daniel E. Quevedo, Masaaki Nagahara:
Fast Hands-Off Control Using ADMM Real-Time Iterations. IEEE Trans. Autom. Control. 67(10): 5416-5423 (2022) - [j11]Nils Schlüter, Moritz Schulze Darup:
On the Stability of Linear Dynamic Controllers With Integer Coefficients. IEEE Trans. Autom. Control. 67(10): 5610-5613 (2022) - [c30]Manuel Klädtke, Dieter Teichrib, Nils Schlüter, Moritz Schulze Darup:
A deterministic view on explicit data-driven (M)PC. CDC 2022: 499-504 - [c29]Nils Schlüter, Philipp Binfet, Junsoo Kim, Moritz Schulze Darup:
Encrypted distributed state estimation via affine averaging. CDC 2022: 7754-7761 - [c28]Junsoo Kim, Moritz Schulze Darup, Henrik Sandberg, Karl Henrik Johansson:
Asymptotic Stabilization over Encrypted Data with Limited Controller Capacity and Time-varying Quantizer. CDC 2022: 7762-7767 - [c27]Manuel Klädtke, Moritz Schulze Darup:
Convex reformulations for a special class of nonlinear MPC problems. ECC 2022: 761-768 - [c26]Nils Schlüter, Matthias Neuhaus, Moritz Schulze Darup:
Encrypted extremum seeking for privacy-preserving PID tuning as-a-Service. ECC 2022: 1288-1293 - [c25]Dieter Teichrib, Moritz Schulze Darup:
Tailored max-out networks for learning convex PWQ functions. ECC 2022: 2272-2278 - [i11]Dieter Teichrib, Moritz Schulze Darup:
Tailored max-out networks for learning convex PWQ functions. CoRR abs/2206.06826 (2022) - [i10]Manuel Klädtke, Dieter Teichrib, Nils Schlüter, Moritz Schulze Darup:
A deterministic view on explicit data-driven (M)PC. CoRR abs/2206.07025 (2022) - [i9]Manuel Klädtke, Moritz Schulze Darup:
Convex reformulations for a special class of nonlinear MPC problems. CoRR abs/2206.08617 (2022) - [i8]Nils Schlüter, Matthias Neuhaus, Moritz Schulze Darup:
Encrypted extremum seeking for privacy-preserving PID tuning as-a-Service. CoRR abs/2207.04442 (2022) - [i7]Nils Schlüter, Philipp Binfet, Junsoo Kim, Moritz Schulze Darup:
Encrypted distributed state estimation via affine averaging. CoRR abs/2209.07206 (2022) - 2021
- [c24]Katrine Tjell, Nils Schlüter, Philipp Binfet, Moritz Schulze Darup:
Secure learning-based MPC via garbled circuit. CDC 2021: 4907-4914 - [c23]Dieter Teichrib, Moritz Schulze Darup:
Tailored neural networks for learning optimal value functions in MPC. CDC 2021: 5281-5287 - [c22]Nils Schlüter, Matthias Neuhaus, Moritz Schulze Darup:
Encrypted dynamic control with unlimited operating time via FIR filters. ECC 2021: 952-957 - [i6]Timm Faulwasser, Sergio Lucia, Moritz Schulze Darup, Martin Mönnigmann:
Teaching MPC: Which Way to the Promised Land? CoRR abs/2106.00944 (2021) - [i5]Nils Schlüter, Moritz Schulze Darup:
Novel convex decomposition of piecewise affine functions. CoRR abs/2108.03950 (2021) - [i4]Nils Schlüter, Matthias Neuhaus, Moritz Schulze Darup:
Encrypted dynamic control with unlimited operating time via FIR filters. CoRR abs/2112.02931 (2021) - [i3]Katrine Tjell, Nils Schlüter, Philipp Binfet, Moritz Schulze Darup:
Secure learning-based MPC via garbled circuit. CoRR abs/2112.03654 (2021) - [i2]Dieter Teichrib, Moritz Schulze Darup:
Tailored neural networks for learning optimal value functions in MPC. CoRR abs/2112.03975 (2021) - 2020
- [c21]Nils Schlüter, Moritz Schulze Darup:
Encrypted explicit MPC based on two-party computation and convex controller decomposition. CDC 2020: 5469-5476 - [c20]Moritz Schulze Darup:
Exact representation of piecewise affine functions via neural networks. ECC 2020: 1073-1078 - [i1]Moritz Schulze Darup, Andreea B. Alexandru, Daniel E. Quevedo, George J. Pappas:
Encrypted control for networked systems - An illustrative introduction and current challenges. CoRR abs/2010.00268 (2020)
2010 – 2019
- 2019
- [j10]Moritz Schulze Darup:
Verschlüsselte Regelung in der Cloud - Stand der Technik und offene Probleme. Autom. 67(8): 668-681 (2019) - [j9]Moritz Schulze Darup, Adrian Redder, Daniel E. Quevedo:
Encrypted Cooperative Control Based on Structured Feedback. IEEE Control. Syst. Lett. 3(1): 37-42 (2019) - [c19]Andreea B. Alexandru, Moritz Schulze Darup, George J. Pappas:
Encrypted Cooperative Control Revisited. CDC 2019: 7196-7202 - [c18]Moritz Schulze Darup, Tibor Jager:
Encrypted Cloud-based Control using Secret Sharing with One-time Pads. CDC 2019: 7215-7221 - [c17]Moritz Schulze Darup, Dieter Teichrib:
Efficient computation of RPI sets for tube-based robust MPC. ECC 2019: 325-330 - [c16]Moritz Schulze Darup, Gerrit Book, Pontus Giselsson:
Towards real-time ADMM for linear MPC. ECC 2019: 4276-4282 - 2018
- [j8]Moritz Schulze Darup, Martin Mönnigmann:
Optimization-free robust MPC around the terminal region. Autom. 95: 229-235 (2018) - [j7]Moritz Schulze Darup, Martin Mönnigmann:
Fast computation of Lipschitz constants on hyperrectangles using sparse codelists. Comput. Chem. Eng. 116: 135-143 (2018) - [j6]Moritz Schulze Darup, Adrian Redder, Iman Shames, Farhad Farokhi, Daniel E. Quevedo:
Towards Encrypted MPC for Linear Constrained Systems. IEEE Control. Syst. Lett. 2(2): 195-200 (2018) - [c15]Moritz Schulze Darup, Adrian Redder, Daniel E. Quevedo:
A fixed-point implementation of explicit MPC laws. ACC 2018: 749-755 - [c14]Moritz Schulze Darup, Karl Worthmann:
Tailored MPC for mobile robots with very short prediction horizons. ECC 2018: 1361-1366 - [c13]Moritz Schulze Darup:
On the finite determinedness of maximal RPI sets for linear systems with scaled disturbances. ECC 2018: 2848-2854 - 2017
- [j5]Moritz Schulze Darup, Mark Cannon:
On the Computation of λ-Contractive Sets for Linear Constrained Systems. IEEE Trans. Autom. Control. 62(3): 1498-1504 (2017) - [c12]Moritz Schulze Darup, Raphael Dyrska, Kai König, Martin Mönnigmann:
A novel event-triggered robust MPC scheme for linear systems. CDC 2017: 2941-2946 - 2016
- [j4]Moritz Schulze Darup:
Rigorous constraint satisfaction for sampled linear systems. Eur. J. Control 31: 52-58 (2016) - [j3]Moritz Schulze Darup, Martin Mönnigmann:
Improved Automatic Computation of Hessian Matrix Spectral Bounds. SIAM J. Sci. Comput. 38(4) (2016) - [c11]Moritz Schulze Darup, Rainer Manuel Schaich, Mark Cannon:
Parametric robust positively invariant sets for linear systems with scaled disturbances. CDC 2016: 1496-1501 - [c10]Moritz Schulze Darup, Jorg Renner:
Predictive pressure control in deep geothermal systems. ECC 2016: 605-610 - [c9]Moritz Schulze Darup, Mark Cannon:
Some observations on the activity of terminal constraints in linear MPC. ECC 2016: 770-775 - 2015
- [j2]Moritz Schulze Darup, Martin Mönnigmann:
A stabilizing control scheme for linear systems on controlled invariant sets. Syst. Control. Lett. 79: 8-14 (2015) - [c8]Moritz Schulze Darup:
Efficient constraint adaptation for sampled linear systems. CDC 2015: 1402-1408 - [c7]Moritz Schulze Darup, Mark Cannon:
A missing link between nonlinear MPC schemes with guaranteed stability. CDC 2015: 4977-4983 - [c6]Michael Jost, Moritz Schulze Darup, Martin Mönnigmann:
Optimal and suboptimal event-triggering in linear model predictive control. ECC 2015: 1153-1158 - 2014
- [j1]Moritz Schulze Darup, Martin Kastsian, Stefan Mross, Martin Mönnigmann:
Efficient computation of spectral bounds for Hessian matrices on hyperrectangles for global optimization. J. Glob. Optim. 58(4): 631-652 (2014) - [c5]Moritz Schulze Darup, Martin Mönnigmann:
On general relations between null-controllable and controlled invariant sets for linear constrained systems. CDC 2014: 6323-6328 - 2013
- [c4]Moritz Schulze Darup, Martin Mönnigmann:
Accurate approximation of the largest null-controllable set for single-input bilinear systems. CDC 2013: 3951-3956 - [c3]Moritz Schulze Darup, Martin Mönnigmann:
Null-controllable set computation for a class of constrained bilinear systems. ECC 2013: 2758-2763 - 2012
- [c2]Moritz Schulze Darup, Martin Mönnigmann:
Approximate explicit NMPC with guaranteed stability ensured by a simple auxiliary controller. ISIC 2012: 270-275 - 2011
- [c1]Moritz Schulze Darup, Martin Mönnigmann:
Explicit feasible initialization for nonlinear MPC with guaranteed stability. CDC/ECC 2011: 2674-2679
Coauthor Index
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