Scientific publications
Inproceedings
Computational Methods
Accurate Onboard Predictions for Indoor Energy Harvesting using Random Forests
Booktitle
2022 11th Mediterranean Conference on Embedded Computing (MECO)
Pages
1-6
Article
Computational Methods
Posetal Games: Efficiency, Existence, and Refinement of Equilibria in Games With Prioritized Metrics
Inproceedings
Computational Methods
Task-driven modular co-design of vehicle control systems
Booktitle
2022 IEEE 61st Conference on Decision and Control (CDC)
Pages
2196-2203
Inproceedings
Energy systems
Moving-Horizon State Estimation for Power Networks and Synchronous Generators
Booktitle
2022 North American Power Symposium (NAPS)
Article
Co-Design of Embodied Intelligence: A Structured Approach
Pages
7536-7543
Inproceedings
Performance-based Trajectory Optimization for Path Following Control Using Bayesian Optimization
Booktitle
2021 60th IEEE Conference on Decision and Control (CDC)
Pages
2116-2121
Inproceedings
Moon-shot project
Batch Model Predictive Control for Selective Laser Melting
Inproceedings
Controller-Aware Dynamic Network Management for Industry 4.0
Booktitle
IECON 2022—48th Annual Conference of the IEEE Industrial Electronics Society
Pages
1-6
Inproceedings
Theoretical Foundations
Neural System Level Synthesis: Learning Over All Stabilizing Policies for Nonlinear Systems
Booktitle
2022 IEEE 61st Conference on Decision and Control (CDC)
Pages
2765-2770
Article
Computational Methods
Data-Driven Input Reconstruction and Experimental Validation
Inproceedings
Theoretical Foundations
Computational Methods
Energy systems
Lessons Learned from Data-Driven Building Control Experiments: Contrasting Gaussian Process-based MPC, Bilevel DeePC, and Deep Reinforcement Learning
Booktitle
2022 IEEE 61st Conference on Decision and Control (CDC)
Pages
1111-1117
Inproceedings
Energy systems
Differentially-Private Heat and Electricity Markets Coordination
Booktitle
2022 17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS)
Pages
1-6
Inproceedings
Energy systems
Fast Mapping of Flexibility Regions at TSO-DSO Interfaces under Uncertainty
Booktitle
2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)
Pages
1-6
Inproceedings
Energy systems
Game-Theoretic Energy Source Allocation Mechanism in Smart-Grids
Booktitle
2022 IEEE 7th International Energy Conference (ENERGYCON)
Pages
1-6
Inproceedings
Energy systems
Multiple Ancillary Services Provision by Distributed Energy Resources in Active Distribution Networks
Booktitle
In proceedings of the 11th Bulk Power Systems Dynamics and Control Symposium (IREP 2022), July 25-30, 2022, Banff, Canada
Article
Energy systems
Online Feedback Droop Scheduling in Distribution Grids for Frequency and Local Voltage Control
Volume
abs/2204.02837
Inproceedings
Theoretical Foundations
Energy systems
Sampled-Data Online Feedback Equilibrium Seeking: Stability and Tracking
Booktitle
2021 60th IEEE Conference on Decision and Control (CDC)
Pages
2702-2708
Article
Energy systems
Near-Optimal Design of Safe Output-Feedback Controllers From Noisy Data
Article
Theoretical Foundations
Robust Classification Using Contractive Hamiltonian Neural ODEs
Article
Computational Methods
Robust resource-aware self-triggered model predictive control
Inproceedings
Theoretical Foundations
In-layer Thermal Control of a Multi-layer Selective Laser Melting Process
Article
Theoretical Foundations
Energy systems
Deep Reinforcement Learning for room temperature control: a black-box pipeline from data to policies
Inproceedings
Theoretical Foundations
Energy systems
Bayesian Methods for the Identification of Distribution Networks
Booktitle
2021 60th IEEE Conference on Decision and Control (CDC)
Pages
3646-3651
Inproceedings
Computational Methods
Selective flooding-based communication for energy harvesting networks
Booktitle
2022 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN)
Pages
529-530
Miscellaneous
Energy systems
Physically Consistent Neural Networks for building thermal modeling: theory and analysis
Article
Safety-Aware Cascade Controller Tuning Using Constrained Bayesian Optimization
Article
Incentive-based electric vehicle charging for managing bottleneck congestion
Inproceedings
Theoretical Foundations
Energy systems
Receding Horizon Games with Coupling Constraints for Demand-Side Management
Booktitle
61st IEEE Conference on Decision and Control (to appear)
Miscellaneous
Theoretical Foundations
Behavioral uncertainty quantification for data-driven control
Miscellaneous
Theoretical Foundations
Uncertainty Propagation via Optimal Transport Ambiguity Sets
Inproceedings
Theoretical Foundations
Risk-averse Heteroscedastic Bayesian Optimization
Booktitle
Advances in Neural Information Processing Systems
Pages
17235-17245
Publisher
Curran Associates, Inc.
Inproceedings
Theoretical Foundations
Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning
Booktitle
Advances in Neural Information Processing Systems
Pages
777-788
Publisher
Curran Associates, Inc.
Inproceedings
Theoretical Foundations
Safe Control with Minimal Regret
Booktitle
Proceedings of The 4th Annual Learning for Dynamics and Control Conference
Pages
726-738
Publisher
PMLR
Inproceedings
Computational Methods
LTrack: Stealthy Tracking of Mobile Phones in LTE
Booktitle
31st USENIX Security Symposium (USENIX Security 22)
Publisher
USENIX Association
Inproceedings
Energy systems
Robust online joint state / input / parameter estimation of linear systems
Booktitle
2022 61st IEEE Conference on Decision and Control (to appear)
Year of Publication
2022
Inproceedings
Automatic termination for hyperparameter optimization
Booktitle
International Conference on Automated Machine Learning (AutoML)
Miscellaneous
Emergence of Zipf s law among social networks influencers
Notes
Submitted.
Miscellaneous
Theoretical Foundations
Uncertainty Propagation via Optimal Transport Ambiguity Sets
Miscellaneous
Theoretical Foundations
Contractive Hamiltonian Neural ODEs
Miscellaneous
Theoretical Foundations
Neural Energy Casimir Control
Miscellaneous
Theoretical Foundations
Deep Distributed Control of Port-Hamiltonian Systems
Miscellaneous
Theoretical Foundations
Neural System Level Synthesis
Miscellaneous
Theoretical Foundations
Safe Control with Minimal Regret
Miscellaneous
Theoretical Foundations
Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models
Miscellaneous
Joint Initiative Engage Everyone with Energy - the TOpic of TOday (E3TOTO) in the Strategic Area Engagement and Dialogue with Society
Inproceedings
Theoretical Foundations
Distributed Neural Network Control with Dependability Guarantees: a Compositional Port-Hamiltonian Approach
Booktitle
Proceedings of The 4th Annual Learning for Dynamics and Control Conference
Pages
571-583
Publisher
PMLR
Article
Theoretical Foundations
Energy systems
Online Reconfiguration of Voltage Droop Controllers Using a Convex Optimization Approach
Inproceedings
Theoretical Foundations
Idle-vehicle rebalancing coverage control for ride-sourcing systems
Booktitle
European Control Conference (to appear)
Article
Information-Operation Technology Integration in Industrial Cyber-Physical Systems
Inproceedings
Individual Fairness for Social Media Influencers
Booktitle
11th International Conference on Complex Networks and their applications (under review)
