Wissenschaftliche Publikationen

Publications
Journal Artikel
Bayesian Error-in-Variables Models for the Identification of Distribution Grids
Volume
14
Zahl
2
DOI Collection
Journal Artikel
Adaptive Robust Data-Driven Building Control via Bilevel Reformulation: An Experimental Result
DOI Collection
Journal Artikel
Improving Stability of Low-Inertia Systems Using Virtual Induction Machine Synchronization for Grid-Following Converters
DOI
Journal Artikel
A Proximal-Point Lagrangian-Based Parallelizable Nonconvex Solver for Bilinear Model Predictive Control
Volume
31
Zahl
5
DOI
Journal Artikel
Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach
Volume
68
Zahl
5
DOI Collection
Journal Artikel
Self-Triggered Control With Energy Harvesting Sensor Nodes
Volume
7
Zahl
3
DOI
Journal Artikel
Data-driven distributionally robust joint chance-constrained energy management for multi-energy microgrid
Volume
326
DOI Collection
Journal Artikel
Learning Generalized Nash Equilibria in a Class of Convex Games
Volume
64
Zahl
4
DOI
Journal Artikel
Model reduction by least squares moment matching for linear and nonlinear systems
DOI
Journal Artikel
Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models
2021
DOI
Journal Artikel
Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems
2021
Collection
Journal Artikel
A Behavioral Input-Output Parametrization of Control Policies with Suboptimality Guarantees
2021
Collection
Journal Artikel
PopSkipJump: A Decision-based Adversarial Attack for Probabilistic Classifiers
Volume
139
2021
Collection
Journal Artikel
Robust Generalization despite Distribution Shift via Minimum Discriminating Information
Volume
34
2021
DOI Collection
Journal Artikel
Distributionally Robust Optimization with Markovian Data
2021
Collection
Journal Artikel
Urban Driving Games With Lexicographic Preferences and Socially Efficient Nash Equilibria
Volume
6
2021
Collection
Journal Artikel
Sampled-Data Online Feedback Equilibrium Seeking: Stability and Tracking
2021
Collection
Journal Artikel
Exploiting Spatial and Temporal Correlation for Event-driven Communication in WSNs
2021
DOI
Journal Artikel
Game Theoretical Motion Planning - Tutorial session
2021
Collection
Journal Artikel
Limits and Colimits in a Category of Lenses
2021
Journal Artikel
Co-design of embodied intelligence: A structured approach
2021
DOI Collection
Journal Artikel
Co-Design of Autonomous Systems: From Hardware Selection to Control Synthesis
2021
Journal Artikel
Primary Frequency Control Provision by Distributed Energy Resources in Active Distribution Networks
2021
Collection
Journal Artikel
The Potential of Vehicle-to-Grid to Support the Energy Transition: A Case Study on Switzerland
Volume
14
2021
Collection
Journal Artikel
Stabilization of city-scale road traffic networks via macroscopic fundamental diagram-based model predictive perimeter control
Volume
109
2021
Collection
Journal Artikel
Modeling, estimation, and control in large-scale urban road networks with remaining travel distance dynamics
Volume
128
2021
DOI Collection
Journal Artikel
Safe and Efficient Model-free Adaptive Control via Bayesian Optimization
2021
Collection
Journal Artikel
Plasma Spray Process Parameters Configuration using Sample-efficient Batch Bayesian Optimization
2021
Collection
Journal Artikel
A Unified Framework for Hamiltonian Deep Neural Networks
Volume
144
2021
Collection
Journal Artikel
Risk-averse Heteroscedastic Bayesian Optimization
Volume
34
2021
DOI Collection
Journal Artikel
Distributed Neural Network Control with Dependability Guarantees: a Compositional Port-Hamiltonian Approach
Volume
168
2022
DOI Collection
Journal Artikel
Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning
Volume
34
2021
DOI Collection
Journal Artikel
Online Reconfiguration of Voltage Droop Controllers Using a Convex Optimization Approach
2022
Journal Artikel
Idle-vehicle rebalancing coverage control for ride-sourcing systems
2022
DOI Collection
Journal Artikel
Blacksmith: Scalable Rowhammering in the Frequency Domain
2022
DOI Collection
Journal Artikel
LTrack: Stealthy Tracking of Mobile Phones in LTE
2022
Collection
Journal Artikel
Physically Consistent Neural Networks for building thermal modeling: theory and analysis
Volume
325
2022
DOI Collection
Journal Artikel
Automatic termination for hyperparameter optimization
2022
DOI
Journal Artikel
Implications of Regret on Stability of Linear Dynamical Systems
2022
DOI
Journal Artikel
Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions
2022
DOI
Journal Artikel
A Pricing Mechanism for Balancing the Charging of Ride Hailing Electric Vehicle Fleets
2022
DOI Collection
Journal Artikel
Data-driven input reconstruction and experimental validation
2022
DOI
Journal Artikel
Finite-sample-based Spectral Radius Estimation and Stabilizability Test for Networked Control Systems
2022
DOI Collection
Journal Artikel
EdgeTDC: On the Security of Time Difference of Arrival Measurements in CAN Bus Systems
2023
Collection
Journal Artikel
Optimal control configuration in distribution network via an exact OPF relaxation method
2022
DOI Collection
Journal Artikel
An exact relaxation of AC-OPF problem for battery-integrated power grids
2022
DOI
Journal Artikel
SOS Construction of Compatible Control Lyapunov and Barrier Functions
2023
DOI
Journal Artikel
Time for Change: How Clocks Break UWB Secure Ranging
2023
DOI