Towards pervasive computing in health care - A literature review. - Carsten Orwat; Andreas Graefe; Timm Faulwasser (BMC Medical Informatics Decis. Mak., 2008)

Model predictive path-following for constrained nonlinear systems. - Timm Faulwasser; Benjamin Kern; Rolf Findeisen (CDC, 2009)

Event-based model predictive control for Networked Control Systems. - Paolo Varutti; Benjamin Kern; Timm Faulwasser; Rolf Findeisen (CDC, 2009)

Ein prädiktiver Ansatz zur Lösung nichtlinearer Pfadverfolgungsprobleme unter Beschränkungen (A Predictive Solution to Nonlinear Path-Following Problems Subject to Constraints). - Timm Faulwasser; Rolf Findeisen (Autom., 2009)

Prädiktive Regelung nichtlinearer Systeme unter asynchronen Mess- und Stellsignalen (Nonlinear Predictive Control based on Asynchronous Measurement and Control Signals). - Timm Faulwasser; Benjamin Kern; Paolo Varutti; Rolf Findeisen (Autom., 2009)

Event-based reduced-attention predictive control for nonlinear uncertain systems. - Paolo Varutti; Timm Faulwasser; Benjamin Kern; Markus J. Kögel; Rolf Findeisen (CACSD, 2010)

A model predictive control approach to trajectory tracking problems via time-varying level sets of Lyapunov functions. - Timm Faulwasser; Rolf Findeisen (CDC/ECC, 2011)

Implementation aspects of model predictive control for embedded systems. - Pablo Zometa; Markus J. Kögel; Timm Faulwasser; Rolf Findeisen (ACC, 2012)

Predictive path-following control: Concept and implementation for an industrial robot. - Timm Faulwasser; Janine Matschek; Pablo Zometa; Rolf Findeisen (CCA, 2013)

Predictive control for longitudinal beam dynamics in heavy ion synchrotrons. - Timm Faulwasser; Dieter Lens; Christopher M. Kellett (CCA, 2014)

Offset-free output feedback predictive control for longitudinal beam dynamics in heavy ion synchrotrons. - Timm Faulwasser; Dieter Lens; Christopher M. Kellett (AuCC, 2014)

Turnpike and dissipativity properties in dynamic real-time optimization and economic MPC. - Timm Faulwasser; Milan Korda; Colin N. Jones; Dominique Bonvin (CDC, 2014)

Constrained reachability and trajectory generation for flat systems. - Timm Faulwasser; Veit Hagenmeyer; Rolf Findeisen (Autom., 2014)

Run-to-run disturbance rejection for feedforward path following of an adaptively controlled unmanned helicopter. - Johann C. Dauer; Timm Faulwasser; Sven Lorenz (CCA, 2015)

On the effect of enforcing stability in model predictive control for gust load alleviation. - Michael Kopf; Hans-Gerd Giesseler; Paolo Varutti; Timm Faulwasser; Rolf Findeisen (ACC, 2015)

Nonlinear model predictive control approach for structural load mitigation of wind turbines in presence of wind measurement uncertainties. - Elham Tofighi; Timm Faulwasser; Christopher M. Kellett (AuCC, 2015)

On the design of economic NMPC based on approximate turnpike properties. - Timm Faulwasser; Dominique Bonvin (CDC, 2015)

Ansätze zur modellprädiktiven Regelung der longitudinalen Strahldynamik in Synchrotronen. - Dieter Lens; Timm Faulwasser; Christopher M. Kellett (Autom., 2015)

Optimal load sharing of parallel compressors via modifier adaptation. - Predrag Milosavljevic; Andrea Cortinovis; Alejandro G. Marchetti; Timm Faulwasser; Mehmet Mercangöz; Dominique Bonvin (CCA, 2016)

Solving stochastic AC power flow via polynomial chaos expansion. - Tillmann Muhlpfordt; Timm Faulwasser; Veit Hagenmeyer (CCA, 2016)

Time-optimal path-following operation in the presence of uncertainty. - Predrag Milosavljevic; Timm Faulwasser; Alejandro G. Marchetti; Dominique Bonvin (ECC, 2016)

Nonlinear Model Predictive Control for Constrained Output Path Following. - Timm Faulwasser; Rolf Findeisen (IEEE Trans. Autom. Control., 2016)

NMPC with economic objectives on target manifolds. - Niels van Duijkeren; Timm Faulwasser; Goele Pipeleers (CDC, 2017)

Solving optimal power flow with non-Gaussian uncertainties via polynomial chaos expansion. - Tillmann Muhlpfordt; Timm Faulwasser; Line Roald; Veit Hagenmeyer (CDC, 2017)

On turnpike and dissipativity properties of continuous-time optimal control problems. - Timm Faulwasser; Milan Korda; Colin N. Jones; Dominique Bonvin (Autom., 2017)

Modifier adaptation with guaranteed feasibility in the presence of gradient uncertainty. - Alejandro G. Marchetti; Martand Singhal; Timm Faulwasser; Dominique Bonvin (Comput. Chem. Eng., 2017)

Comments on Truncation Errors for Polynomial Chaos Expansions. - Tillmann Mühlpfordt; Rolf Findeisen; Veit Hagenmeyer; Timm Faulwasser (CoRR, 2017)

Exact turnpike properties and economic NMPC. - Timm Faulwasser; Dominique Bonvin (Eur. J. Control, 2017)

A model for brain life history evolution. - Mauricio González-Forero; Timm Faulwasser; Laurent Lehmann (PLoS Comput. Biol., 2017)

Implementation of Nonlinear Model Predictive Path-Following Control for an Industrial Robot. - Timm Faulwasser; Tobias Weber; Pablo Zometa; Rolf Findeisen (IEEE Trans. Control. Syst. Technol., 2017)

Distributed Stochastic AC Optimal Power Flow based on Polynomial Chaos Expansion. - Alexander Engelmann; Tillmann Muhlpfordt; Yuning Jiang 002; Boris Houska; Timm Faulwasser (ACC, 2018)

Assessment of a multi-agent mixed-integer optimization algorithm for battery scheduling. - Alexander Murray; Timm Faulwasser; Veit Hagenmeyer (e-Energy, 2018)

Real-Time optimization of Uncertain Process Systems via Modifier Adaptation and Gaussian Processes. - Tafarel de Avila Ferreira; Harsh A. Shukla; Timm Faulwasser; Colin N. Jones; Dominique Bonvin (ECC, 2018)

Optimal Load Sharing for Serial Compressors via Modifier Adaptation. - Predrag Milosavljevic; Andrea Cortinovis; René Schneider; Timm Faulwasser; Mehmet Mercangöz; Dominique Bonvin (ECC, 2018)

Optimal power flow: an introduction to predictive, distributed and stochastic control challenges. - Timm Faulwasser; Alexander Engelmann; Tillmann Mühlpfordt; Veit Hagenmeyer (Autom., 2018)

A distributed feasible-side convergent modifier-adaptation scheme for interconnected systems, with application to gas-compressor stations. - Predrag Milosavljevic; René Schneider; Andrea Cortinovis; Timm Faulwasser; Dominique Bonvin (Comput. Chem. Eng., 2018)

Active directional modifier adaptation for real-time optimization. - Martand Singhal; Alejandro G. Marchetti; Timm Faulwasser; Dominique Bonvin (Comput. Chem. Eng., 2018)

Distributed Optimal Power Flow using ALADIN. - Alexander Engelmann; Yuning Jiang 002; Tillmann Mühlpfordt; Boris Houska; Timm Faulwasser (CoRR, 2018)

A Generalized Framework for Chance-constrained Optimal Power Flow. - Tillmann Mühlpfordt; Timm Faulwasser; Veit Hagenmeyer (CoRR, 2018)

The Price of Uncertainty: Chance-constrained OPF vs. In-hindsight OPF. - Tillmann Mühlpfordt; Veit Hagenmeyer; Timm Faulwasser (CoRR, 2018)

Storage Scheduling with Stochastic Uncertainties: Feasibility and Cost of Imbalances. - R. R. Appino; Jorge Ángel González Ordiano; Ralf Mikut; Veit Hagenmeyer; Timm Faulwasser (CoRR, 2018)

Reliable Dispatch of Renewable Generation via Charging of Dynamic PEV Populations. - R. R. Appino; M. Muñoz-Ortiz; Jorge Ángel González Ordiano; Ralf Mikut; Veit Hagenmeyer; Timm Faulwasser (CoRR, 2018)

Towards economic NMPC for multi-stage AC optimal power flow. - Timm Faulwasser; Alexander Engelmann (CoRR, 2018)

Feedback and Optimal Control in Climate Economics. - Christopher M. Kellett; Steven R. Weller; Timm Faulwasser; Lars Grüne; Willi Semmler (CoRR, 2018)

Economic Nonlinear Model Predictive Control. - Timm Faulwasser; Lars Grüne; Matthias A. Müller 001 (Found. Trends Syst. Control., 2018)

Hierarchical distributed ADMM for predictive control with applications in power networks. - Philipp Braun; Timm Faulwasser; Lars Grüne; Christopher M. Kellett; Steven R. Weller; Karl Worthmann (IFAC J. Syst. Control., 2018)

Distributed State Estimation for AC Power Systems using Gauss-Newton ALADIN. - Xu Du; Alexander Engelmann; Yuning Jiang 002; Timm Faulwasser; Boris Houska (CDC, 2019)

A Parallel Decomposition Scheme for Solving Long-Horizon Optimal Control Problems. - Sungho Shin; Timm Faulwasser; Mario Zanon; Victor M. Zavala (CDC, 2019)

A Comparison of Economic MPC Formulations for Thermal Building Control. - Philipp Zwickel; Alexander Engelmann; Lutz Gröll; Veit Hagenmeyer; Dominique Sauer; Timm Faulwasser (ISGT Europe, 2019)

Feedback, dynamics, and optimal control in climate economics. - Christopher M. Kellett; Steven R. Weller; Timm Faulwasser; Lars Grüne; Willi Semmler (Annu. Rev. Control., 2019)

Decomposition of non-convex optimization via bi-level distributed ALADIN. - Alexander Engelmann; Yuning Jiang 002; Boris Houska; Timm Faulwasser (CoRR, 2019)

Chance-Constrained AC Optimal Popwer Flow - A Polynomial Chaos Approach. - Tillmann Mühlpfordt; Line Roald; Veit Hagenmeyer; Timm Faulwasser; Sidhant Misra (CoRR, 2019)

Feasibility vs. Optimality in Distributed AC OPF - A Case Study Considering ADMM and ALADIN. - Alexander Engelmann; Timm Faulwasser (CoRR, 2019)

Optimal Experiment Design for AC Power Systems Admittance Estimation. - Xu Du; Alexander Engelmann; Yuning Jiang 002; Timm Faulwasser; Boris Houska (CoRR, 2019)

Dual-Objective NMPC: Considering Economic Costs Near Manifolds. - Niels van Duijkeren; Timm Faulwasser; Goele Pipeleers (IEEE Trans. Autom. Control., 2019)

timueh/PolyChaos.jl: v0.1.2. - Tillmann Mühlpfordt; Frederik Zahn; Florian Becker; Timm Faulwasser; Veit Hagenmeyer (Zenodo, 2019)

Mathematical innovations fostering the energy transition - Control and optimization. - Timm Faulwasser; Simone Göttlich; Karl Worthmann (Autom., 2020)

Model compendium, data, and optimization benchmarks for sector-coupled energy systems. - Susanne Sass; Timm Faulwasser; Dinah Elena Hollermann; Chrysoula Dimitra Kappatou; Dominique Sauer; Thomas Schütz; David Yang Shu; André Bardow; Lutz Gröll; Veit Hagenmeyer; Dirk Müller 005; Alexander Mitsos (Comput. Chem. Eng., 2020)

A note on efficient computation of privileged directions in modifier adaptation. - Martand Singhal; Alejandro G. Marchetti; Timm Faulwasser; Dominique Bonvin (Comput. Chem. Eng., 2020)

Modeling and simulation of sector-coupled networks: A gas-power benchmark. - Eike Fokken; Tillmann Mühlpfordt; Timm Faulwasser; Simone Göttlich; Oliver Kolb (CoRR, 2020)

A Dissipativity Characterization of Velocity Turnpikes in Optimal Control Problems for Mechanical Systems. - Timm Faulwasser; Kathrin Flaßkamp; Sina Ober-Blöbaum; Karl Worthmann (CoRR, 2020)

PolyChaos.jl - A Julia Package for Polynomial Chaos in Systems and Control. - Tillmann Mühlpfordt; Frederik Zahn; Veit Hagenmeyer; Timm Faulwasser (CoRR, 2020)

ALADIN-α - An open-source MATLAB toolbox for distributed non-convex optimization. - Alexander Engelmann; Yuning Jiang 002; Henrieke Benner; Ruchuan Ou; Boris Houska; Timm Faulwasser (CoRR, 2020)

Primal or Dual Terminal Constraints in Economic MPC? - Comparison and Insights. - Timm Faulwasser; Mario Zanon (CoRR, 2020)

Convergence Certificate for Stochastic Derivative-Free Trust-Region Methods based on Gaussian Processes. - Harsh A. Shukla; Tafarel de Avila Ferreira; Timm Faulwasser; Dominique Bonvin; Colin N. Jones (CoRR, 2020)

A Simulation Study on Turnpikes in Stochastic LQ Optimal Control. - Ruchuan Ou; Michael Heinrich Baumann; Lars Grüne; Timm Faulwasser (CoRR, 2020)

Turnpike Properties in Optimal Control: An Overview of Discrete-Time and Continuous-Time Results. - Timm Faulwasser; Lars Grüne (CoRR, 2020)

Turnpike Properties in Discrete-Time Mixed-Integer Optimal Control. - Timm Faulwasser; Alexander Murray (IEEE Control. Syst. Lett., 2020)

Errata for "Comments on Truncation Errors for Polynomial Chaos Expansions". - Tillmann Mühlpfordt; Rolf Findeisen; Veit Hagenmeyer; Timm Faulwasser (IEEE Control. Syst. Lett., 2020)

Decomposition of Nonconvex Optimization via Bi-Level Distributed ALADIN. - Alexander Engelmann; Yuning Jiang 002; Boris Houska; Timm Faulwasser (IEEE Trans. Control. Netw. Syst., 2020)

Online power system parameter estimation and optimal operation. - Xu Du; Alexander Engelmann; Timm Faulwasser; Boris Houska (ACC, 2021)

An essentially decentralized interior point method for control. - Alexander Engelmann; Gösta Stomberg; Timm Faulwasser (CDC, 2021)

Inferring the adjoint turnpike property from the primal turnpike property. - Timm Faulwasser; Lars Grüne; Jukka-Pekka Humaloja; Manuel Schaller (CDC, 2021)

On continuous-time infinite horizon optimal control - Dissipativity, stability, and transversality. - Timm Faulwasser; Christopher M. Kellett (Autom., 2021)

On the Turnpike to Design of Deep Neural Nets: Explicit Depth Bounds. - Timm Faulwasser; Arne-Jens Hempel; Stefan Streif (CoRR, 2021)

Decentralized conjugate gradients with finite-step convergence. - Alexander Engelmann; Timm Faulwasser (CoRR, 2021)

A Distributed Active Set Method for Model Predictive Control. - Gösta Stomberg; Alexander Engelmann; Timm Faulwasser (CoRR, 2021)

Teaching MPC: Which Way to the Promised Land? - Timm Faulwasser; Sergio Lucia; Moritz Schulze Darup; Martin Mönnigmann (CoRR, 2021)

Toward Decentralized Interior Point Methods for Control. - Alexander Engelmann; Gösta Stomberg; Timm Faulwasser (CoRR, 2021)

On a Stochastic Fundamental Lemma and Its Use for Data-Driven MPC. - Guanru Pan; Ruchuan Ou; Timm Faulwasser (CoRR, 2021)

Control of port-Hamiltonian systems with minimal energy supply. - Manuel Schaller; Friedrich Philipp; Timm Faulwasser; Karl Worthmann; Bernhard Maschke (Eur. J. Control, 2021)

Partially distributed outer approximation. - Alexander Murray; Timm Faulwasser; Veit Hagenmeyer; Mario Eduardo Villanueva; Boris Houska (J. Glob. Optim., 2021)

Towards Optimality Preserving Aggregation for Scheduling Distributed Energy Resources. - Riccardo Remo Appino; Veit Hagenmeyer; Timm Faulwasser (IEEE Trans. Control. Netw. Syst., 2021)

Optimization and control of cyber-physical systems - Timm Faulwasser (2021)

Approximations for Optimal Experimental Design in Power System Parameter Estimation. - Xu Du; Alexander Engelmann; Timm Faulwasser; Boris Houska (CDC, 2022)

Decentralized non-convex optimization via bi-level SQP and ADMM. - Gösta Stomberg; Alexander Engelmann; Timm Faulwasser (CDC, 2022)

Software-Defined Networking driven Time-Sensitive Networking for Mixed-Criticality Control Applications. - Fabian Kurtz; Gösta Stomberg; Maísa Beraldo Bandeira; Jens Püttschneider; Felix Greiwe; Michael Kaupmann; Christoph Hams; Tim Harnisch; Mey Olivares Tay; Asha Choudhary; Jorge Ramírez Treviño; Abhishek Bhanderi; et al. (ICTC, 2022)

A compendium of optimization algorithms for distributed linear-quadratic MPC. - Gösta Stomberg; Alexander Engelmann; Timm Faulwasser (Autom., 2022)

Data-driven MPC of descriptor systems: A case study for power networks. - Philipp Schmitz; Alexander Engelmann; Timm Faulwasser; Karl Worthmann (CoRR, 2022)

Towards data-driven stochastic predictive control. - Guanru Pan; Ruchuan Ou; Timm Faulwasser (CoRR, 2022)

Willems' Fundamental Lemma for Linear Descriptor Systems and Its Use for Data-Driven Output-Feedback MPC. - Philipp Schmitz; Timm Faulwasser; Karl Worthmann (IEEE Control. Syst. Lett., 2022)

Manifold turnpikes, trims, and symmetries. - Timm Faulwasser; Kathrin Flaßkamp; Sina Ober-Blöbaum; Manuel Schaller; Karl Worthmann (Math. Control. Signals Syst., 2022)

Distributed Control of Charging for Electric Vehicle Fleets Under Dynamic Transformer Ratings. - Micah Botkin-Levy; Alexander Engelmann; Tillmann Mühlpfordt; Timm Faulwasser; Mads R. Almassalkhi (IEEE Trans. Control. Syst. Technol., 2022)

OptiTrap: Optimal Trap Trajectories for Acoustic Levitation Displays. - Viktorija Paneva; Arthur Fleig; Diego Martínez Plasencia; Timm Faulwasser; Jörg Müller 001 (ACM Trans. Graph., 2022)

Optimal Control of Port-Hamiltonian Descriptor Systems with Minimal Energy Supply. - Timm Faulwasser; Bernhard Maschke; Friedrich Philipp; Manuel Schaller; Karl Worthmann (SIAM J. Control. Optim., 2022)

Local Turnpike Properties in Finite Horizon Optimal Control. - Lisa Krügel; Timm Faulwasser; Lars Grüne (CDC, 2023)

Pathwise Turnpike and Dissipativity Results for Discrete-Time Stochastic Linear-Quadratic Optimal Control Problems. - Jonas Schießl; Ruchuan Ou; Timm Faulwasser; Michael Heinrich Baumann; Lars Grüne (CDC, 2023)

Quantized Deep Path-following Control on a Microcontroller. - Pablo Zometa; Timm Faulwasser (ECC, 2023)

Data-driven Stochastic Output-Feedback Predictive Control: Recursive Feasibility through Interpolated Initial Conditions. - Guanru Pan; Ruchuan Ou; Timm Faulwasser (L4DC, 2023)

NMPC in active subspaces: Dimensionality reduction with recursive feasibility guarantees. - Guanru Pan; Timm Faulwasser (Autom., 2023)

Cooperative Distributed MPC via Decentralized Real-Time Optimization: Implementation Results for Robot Formations. - Gösta Stomberg; Henrik Ebel; Timm Faulwasser; Peter Eberhard (CoRR, 2023)

Distributed Interior Point Methods for Optimization in Energy Networks. - Alexander Engelmann; Michael Kaupmann; Timm Faulwasser (CoRR, 2023)

Wiener Chaos in Kernel Regression: Towards Untangling Aleatoric and Epistemic Uncertainty. - Timm Faulwasser; Oleksii Molodchyk (CoRR, 2023)

Guest Editorial Introduction to the IEEE Control Systems Letters Special Section on Data-Driven Analysis and Control. - M. Kanat Camlibel; Martin Guay; Sophie Tarbouriech; Simone Baldi; Timm Faulwasser; Francesco Ferrante; Paolo Rapisarda; Henk J. van Waarde; Melanie N. Zeilinger (IEEE Control. Syst. Lett., 2023)

Data-Driven Multiple Shooting for Stochastic Optimal Control. - Ruchuan Ou; Guanru Pan; Timm Faulwasser (IEEE Control. Syst. Lett., 2023)

Distributionally Robust Uncertainty Quantification via Data-Driven Stochastic Optimal Control. - Guanru Pan; Timm Faulwasser (IEEE Control. Syst. Lett., 2023)

Behavioral theory for stochastic systems? A data-driven journey from Willems to Wiener and back again. - Timm Faulwasser; Ruchuan Ou; Guanru Pan; Philipp Schmitz; Karl Worthmann (Annu. Rev. Control., 2023)

On a Stochastic Fundamental Lemma and Its Use for Data-Driven Optimal Control. - Guanru Pan; Ruchuan Ou; Timm Faulwasser (IEEE Trans. Autom. Control., 2023)

Exploiting Manifold Turnpikes in Model Predictive Path Following without Terminal Constraints. - Mohammad Itani; Timm Faulwasser (CDC, 2024)

Near-optimal performance of stochastic economic MPC. - Jonas Schießl; Ruchuan Ou; Timm Faulwasser; Michael Heinrich Baumann; Lars Grüne (CDC, 2024)

Towards Predictive Path-Following Control using Deep Neural Networks and Path Primitives. - Pablo Zometa; Timm Faulwasser (ECC, 2024)

Data-Driven Proactive Uplink Slicing Enabling Real-Time Control within an Open RAN Testbed. - Dennis Overbeck; Niklas A. Wagner; Robin Wiebusch; Jens Püttschneider; Timm Faulwasser; Christian Wietfeld (INFOCOM (Workshops), 2024)

Decentralized real-time iterations for distributed nonlinear model predictive control. - Gösta Stomberg; Alexander Engelmann; Moritz Diehl; Timm Faulwasser (CoRR, 2024)

On Dissipativity of Cross-Entropy Loss in Training ResNets. - Jens Püttschneider; Timm Faulwasser (CoRR, 2024)

Cooperative distributed model predictive control for embedded systems: Experiments with hovercraft formations. - Gösta Stomberg; Roland Schwan; Andrea Grillo; Colin N. Jones; Timm Faulwasser (CoRR, 2024)

Towards Event-Triggered NMPC for Efficient 6G Communications: Experimental Results and Open Problems. - Jens Püttschneider; Julian Golembiewski; Niklas A. Wagner; Christian Wietfeld; Timm Faulwasser (CoRR, 2024)

Towards safe Bayesian optimization with Wiener kernel regression. - Oleksii Molodchyk; Johannes Teutsch; Timm Faulwasser (CoRR, 2024)

Large problems are not necessarily hard: A case study on distributed NMPC paying off. - Gösta Stomberg; Maurice Raetsch; Alexander Engelmann; Timm Faulwasser (CoRR, 2024)

Data-Driven Predictive Control of Bilinear HVAC Dynamics - An Experimental Case Study. - Deborah Bilgic; Alexander Harding; Timm Faulwasser (IEEE Control. Syst. Lett., 2024)

Tutorial Problems for Nonsmooth Dynamics and Optimal Control: Ski Jumping and Accelerating a Bike Without Pedaling. - Julian Golembiewski; Timm Faulwasser (IEEE Control. Syst. Lett., 2024)

Exploring the Links Between the Fundamental Lemma and Kernel Regression. - Oleksii Molodchyk; Timm Faulwasser (IEEE Control. Syst. Lett., 2024)

Data-driven uncertainty propagation for stochastic predictive control of multi-energy systems. - M. Batu Özmeteler; Deborah Bilgic; Guanru Pan; Alexander Koch 008; Timm Faulwasser (Eur. J. Control, 2024)

On the turnpike to design of deep neural networks: Explicit depth bounds. - Timm Faulwasser; Arne-Jens Hempel; Stefan Streif (IFAC J. Syst. Control., 2024)

Optimal control of port-Hamiltonian systems: Energy, entropy, and exergy. - Friedrich M. Philipp; Manuel Schaller; Karl Worthmann; Timm Faulwasser; Bernhard Maschke (Syst. Control. Lett., 2024)

A continuous-time fundamental lemma and its application in data-driven optimal control. - Philipp Schmitz; Timm Faulwasser; Paolo Rapisarda; Karl Worthmann (Syst. Control. Lett., 2024)

Optimal control - analysis, algorithms and applications. - Timm Faulwasser; Kathrin Flaßkamp; Klaus Röbenack; Karl Worthmann (Autom., 2024)

The dynamics of a bicycle on a pump track - first results on modeling and optimal control. - Julian Golembiewski; Marcus Schmidt; Benedikt Terschluse; Thomas Jaitner; Thomas Liebig; Timm Faulwasser (Autom., 2024)

Alleviating the Curse of Dimensionality in Minkowski Sum Approximations of Storage Flexibility. - Emrah Öztürk; Timm Faulwasser; Karl Worthmann; Markus Preißinger; Klaus Rheinberger (IEEE Trans. Smart Grid, 2024)

A polynomial chaos approach to stochastic LQ optimal control: Error bounds and infinite-horizon results. - Ruchuan Ou; Jonas Schießl; Michael Heinrich Baumann; Lars Grüne; Timm Faulwasser (Autom., 2025)

Exact Time-Varying Turnpikes for Dynamic Operation of District Heating Networks. - Max Rose; Hannes Gernandt; Timm Faulwasser; Johannes Schiffer (IEEE Control. Syst. Lett., 2025)

Turnpike and Dissipativity in Generalized Discrete-Time Stochastic Linear-Quadratic Optimal Control. - Jonas Schießl; Ruchuan Ou; Timm Faulwasser; Michael Heinrich Baumann; Lars Grüne (SIAM J. Control. Optim., 2025)

Towards Data-Driven Multi-Stage OPF. - Oleksii Molodchyk; Philipp Schmitz; Alexander Engelmann; Karl Worthmann; Timm Faulwasser (CoRR, 2025)

A Stochastic Fundamental Lemma with Reduced Disturbance Data Requirements. - Ruchuan Ou; Guanru Pan; Timm Faulwasser (CoRR, 2025)

Probabilistic Time Series Forecasting of Residential Loads - A Copula Approach. - Marco Jeschke; Timm Faulwasser; Roland Fried (CoRR, 2025)

On Data-Driven Stochastic Output-Feedback Predictive Control. - Guanru Pan; Ruchuan Ou; Timm Faulwasser (IEEE Trans. Autom. Control., 2025)

Data-driven and learning-based control - perspectives and prospects. - Timm Faulwasser; Annika Eichler; Julian Berberich (Autom., 2025)

Towards an Optimal Control Perspective of ResNet Training. - Jens Püttschneider; Simon Heilig; Asja Fischer; Timm Faulwasser (CoRR, 2025)

On the Relationship Between Stochastic Turnpike and Dissipativity Notions. - Jonas Schießl; Michael Heinrich Baumann; Timm Faulwasser; Lars Grüne (IEEE Trans. Autom. Control., 2025)

Approximate Dynamic Programming With Feasibility Guarantees. - Alexander Engelmann; Maísa Beraldo Bandeira; Timm Faulwasser (IEEE Trans. Control. Netw. Syst., 2025)