Publications scientifiques

Publications
Article de revue
Maximum likelihood estimation of distribution grid topology and parameters from smart meter data
2023
Article de revue
Stochastic Wasserstein Gradient Flows using Streaming Data with an Application in Predictive Maintenance
2023
Article de revue
Data-Driven Process Optimization of Fused Filament Fabrication based on In Situ Measurements
2022
Article de revue
On the Finite-Time Behavior of Suboptimal Linear Model Predictive Control
2023
Article de revue
Sequential Quadratic Programming-based Iterative Learning Control for Nonlinear Systems
2023
Article de revue
PIQP: A Proximal Interior-Point Quadratic Programming Solver
2023
Article de revue
Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems
2023
Article de revue
Visual Confined-Space Navigation Using an Efficient Learned Bilinear Optic Flow Approximation for Insect-Scale Robots
2022
Article de revue
Factorization of Multi-Agent Sampling-Based Motion Planning
2023
Article de revue
Adaptive Data-Driven Predictive Control as a Module in Building Control Hierarchy: A Case Study of Demand Response in Switzerland
2023
Article de revue
Employing Imbalance Forecasts to Proactively Counteract Deterministic Frequency Deviations
2023
Article de revue
Uncertainty-Aware Energy Flexibility Quantification of a Residential Building
2022
Article de revue
Overview of Data-Driven Power Flow Linearization
2023
Article de revue
Tractable Identification of Electric Distribution Networks
2023
Article de revue
Safe Reinforcement Learning for Strategic Bidding of Virtual Power Plants in Day-Ahead Markets
2023
Article de revue
Peak Value-at-Risk Estimation for Stochastic Differential Equations Using Occupation Measures
2023
Article de revue
BLASTER: Characterizing the Blast Radius of Rowhammer
2023
Article de revue
REGA: Scalable Rowhammer Mitigation with Refresh-Generating Activations
2023
Article de revue
Computationally Efficient Reinforcement Learning: Targeted Exploration leveraging simple Rules
2022
Article de revue
Performance Bounds of Model Predictive Control for Unconstrained and Constrained Linear Quadratic Problems and Beyond
Volume
56
2022
Article de revue
CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization With Unmodeled Constraints
2022
Article de revue
Constrained Efficient Global Optimization of Expensive Black-Box Functions
2022
Article de revue
Hypergraph Based Fast Distributed AC Power Flow Optimization
2023
Article de revue
Scalable and correct by design synthesis
Méthodes computationelles
Stability Verification of Neural Network Controllers Using Mixed-Integer Programming
Roland Schwan
Roland Schwan
Colin Jones
Colin Jones
Daniel Kuhn
Daniel Kuhn
Journal
IEEE Transactions on Automatic Control
Volume
68
Nombre
12
Pages
15
2023
Article de revue
Control in a data rich world
Control in an uncertain world
Distributed hierarchical control & optimisation
Bases méthodologiques
Bases méthodologiques
Bases méthodologiques
A Unified Theory of Robust and Distributionally Robust Optimization via the Primal-Worst-Equals-Dual-Best Principle
Daniel Kuhn
Daniel Kuhn
Journal
Operations Research
2023
Article de revue
Control in an uncertain world
Bases méthodologiques
Data-driven modeling of heat pumps and thermal storage units for MPC
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Nombre
3
2023
Article de revue
Mobilité
Moon-shot project
Network-Wide Public Transport Occupancy Prediction Framework With Multiple Line Interactions
Francesco Corman
Francesco Corman
Journal
IEEE Open Journal of Intelligent Transportation Systems
Volume
4
Pages
17
2023
Article de revue
Mobilité
Moon-shot project
Modeling system dynamics of interacting cruising trains to reduce the impact of power peaks
Francesco Corman
Francesco Corman
Journal
Expert Systems with Applications
Volume
230
Nombre
120650
2023
Article de revue
Performance gaps between energy system planning and operation: a study exploring the impacts of model fidelity and dispatch strategy
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Nombre
3
2023
Article de revue
Control in an uncertain world
Bases méthodologiques
Increasing electrical reserve provision in districts by exploiting energy flexibility of buildings with robust model predictive control
Philipp Heer
Philipp Heer
Roy Smith
Roy Smith
John Lygeros
Journal
Advances in Applied Energy
Volume
10
Nombre
100130
2023
Article de revue
Design optimization of a district heating and cooling system with a borehole seasonal thermal energy storage
Philipp Heer
Philipp Heer
Journal
Energy
Volume
262
Nombre
125464
2023
Article de revue
Flexibility assessment of power-hydrogen-power (P2H2P) system in multi-energy districts
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Nombre
7
2023
Article de revue
Flexibility implications of optimal PV design: building vs. community scale
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Nombre
8
2023
Article de revue
Making an air-source heat pump smart-grid ready
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Nombre
5
2023
Article de revue
Effect of climate on the optimal sizing and operation of seasonal ice storage systems
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Nombre
8
2023
Article de revue
Control in a data rich world
Bases méthodologiques
Physically Consistent Neural ODEs for Learning Multi-Physics Systems*
Journal
IFAC-PapersOnLine
Volume
56
Nombre
2
Pages
5
2023