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Papers matching “generalization guarantees” 37

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Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees
2021 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Stability and Control of Uncertain Systems Open access

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

10

citations
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees
2021 arXiv (Cornell University) preprint Engineering Stability and Control of Uncertain Systems Open access

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

0

citations
Numerical schemes for a class of nonlocal conservation laws: a general approach
2023 Networks and Heterogeneous Media article Engineering Computational Fluid Dynamics and Aerodynamics Open access

Jan O. Friedrich, Sanjibanee Sudha, Samala Rathan

8

citations
Numerical schemes for a class of nonlocal conservation laws: a general approach
2023 RWTH Publications (RWTH Aachen) preprint Engineering Computational Fluid Dynamics and Aerodynamics Open access

Jan O. Friedrich, Sanjibanee Sudha, Samala Rathan

0

citations
Compressive Sensing and Neural Networks from a Statistical Learning Perspective
2020 arXiv (Cornell University) preprint Engineering Sparse and Compressive Sensing Techniques Open access

Arash Behboodi, Holger Rauhut, Ekkehard Schnoor

1

citations
Identifying Causal Structure in Dynamical Systems
2020 arXiv (Cornell University) preprint Engineering Control Systems and Identification Open access

Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe

2

citations
Parameter-Adaptive Approximate MPC: Tuning Neural-Network Controllers without Retraining
2024 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Henrik Hose, Alexander Gräfe, Sebastian Trimpe

0

citations
A Systems-Theoretic View on the Convergence of Algorithms under Disturbances
2025 arXiv (Cornell University) preprint Engineering Distributed Control Multi-Agent Systems Open access

Guner Dilsad Er, Sebastian Trimpe, Michael Muehlebach

0

citations
Barotropic-Baroclinic Splitting for Multilayer Shallow Water Models with Exchanges
2026 EGU General Assembly Conference Abstracts conference-abstract Engineering Computational Fluid Dynamics and Aerodynamics Open access

Sophie Hörnschemeyer, Nina Aguillon, Jacques Sainte-Marie

0

citations
Global exponential stabilization of a force- and torque-actuated unicycle by flexible-step MPC
2026 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Ala Kolsi, Christian Ebenbauer, Bahman Gharesifard, Raik Suttner

0

citations
Sequential Convex Programming Methods for Real-Time Optimal Trajectory Planning in Autonomous Vehicle Racing
2022 IEEE Transactions on Intelligent Vehicles article Engineering Vehicle Dynamics and Control Systems

Patrick Scheffe, Theodor Mario Henneken, Maximilian Kloock, Bassam Alrifaee

76

citations
Safety Concept for Textile-Reinforced Concrete Structures with Bending Load
2020 Applied Sciences article Engineering Structural Behavior of Reinforced Concrete Open access

Sergej Rempel, Marcus Ricker, Josef Hegger

21

citations
Simplified Short Circuit Current Calculation for DC Distribution Grids based on a Superposition Approach using Approximated Current Courses
2020 IEEE Workshop on the Electronic Grid (eGRID) conference-paper Engineering HVDC Systems and Fault Protection cited by 1 patent

Raphael Bleilevens, Albert Moser

7

citations
Monotone-based numerical schemes for two-dimensional systems of nonlocal conservation laws
2026 Advances in Continuous and Discrete Models article Engineering Computational Fluid Dynamics and Aerodynamics Open access

Anika Beckers, Jan O. Friedrich

2

citations
Robust direct data-driven control for probabilistic systems
2025 Systems & Control Letters article Engineering Advanced Control Systems Optimization Open access

Alexander von Rohr, Sebastian Trimpe

1

citations
Development of a Self-Adjusting Engine Out NOx Prediction Model Using Tailpipe O2 Measurements
2025 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Engine and Fuel Emissions

Abinav Sunder, S.P.R. Swamy Polisetty

0

citations
Towards automatization of distance protection coordination and interoperability testing for digital substations; 1. Auflage
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Power Systems Fault Detection Open access

Thanakorn Penthong

0

citations
Robust Direct Data-Driven Control for Probabilistic Systems
2023 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Alexander von Rohr, Sebastian Trimpe

0

citations
Large Language Models for Resource Block Assignment with QoS Constraints in OFDMA Multi-Cell Open RAN
2026 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) conference-paper Engineering Advanced Wireless Network Optimization Open access

Amna Kopic, Ljiljana Simić, Marina Petrova

0

citations
Monotone-based numerical schemes for two-dimensional systems of nonlocal conservation laws
2026 arXiv (Cornell University) preprint Engineering Computational Fluid Dynamics and Aerodynamics Open access

Anika Beckers, Jan Friedrich

0

citations
Approximate Nonlinear Model Predictive Control With Safety-Augmented Neural Networks
2025 IEEE Transactions on Control Systems Technology article Engineering Advanced Control Systems Optimization Open access

Henrik Hose, Johannes Köhler, Melanie N. Zeilinger, Sebastian Trimpe

20

citations
Improved Instantaneous Flux and Current Control for Three-Phase Dual-Active Bridge DC-DC Converters
2021 IEEE Energy Conversion Congress and Exposition (ECCE) conference-paper Engineering Advanced DC-DC Converters

Rafael Goldbeck, Jingxin Hu, Rik W. De Doncker

18

citations
Minimizing Airplane Boarding Time
2022 Transportation Science article Engineering Air Traffic Management and Optimization

Felix J. L. Willamowski, Andreas M. Tillmann

13

citations
Hardware Impairments-Aware Transceiver Design for Multi-Carrier Full-Duplex MIMO Relaying
2021 IEEE Transactions on Vehicular Technology article Engineering Full-Duplex Wireless Communications

Vimal Radhakrishnan, Omid Taghizadeh, Rudolf Mathar

12

citations
Optimization Algorithm Synthesis Based on Integral Quadratic Constraints: A Tutorial
2023 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Advanced Control Systems Optimization

Carsten W. Scherer, Christian Ebenbauer, Tobias Holicki

11

citations