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Papers matching “gradient estimation” 43

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Twin-in-the-Loop observer tuning via gradient-information Bayesian optimization with line search
2026 Control Engineering Practice article Engineering Control Systems and Identification Open access

Giacomo Delcaro, Johanna Menn, Sergio M. Savaresi, Sebastian Trimpe, Simone Formentin

2

citations
Twin-in-the-Loop Observers Tuning via Gradient-Information Bayesian Optimization with Line Search
2025 SSRN Electronic Journal preprint Engineering Control Systems and Identification Open access

Giacomo Delcaro, Johanna Menn, Sergio M. Savaresi, Sebastian Trimpe, Simone Formentin

0

citations
Anytime Proximity Moving Horizon Estimation: Stability and Regret for Nonlinear Systems
2021 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Advanced Control Systems Optimization

Meriem Gharbi, Bahman Gharesifard, Christian Ebenbauer

4

citations
Wireless channel modeling and estimation by artificial neural networks; 1. Auflage
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

0

citations
Complexity Analysis of stochastic gradient methods for PDE-constrained optimal Control Problems with uncertain parameters
2021 ESAIM Mathematical Modelling and Numerical Analysis article Engineering Advanced Numerical Methods in Computational Mathematics Open access

Matthieu Martin, Sebastian Krumscheid, Fabio Nobile

27

citations
Meta-learning spiking neural networks with surrogate gradient descent
2022 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Kenneth Michael Stewart, Emre Neftci

38

citations
Meta-learning Spiking Neural Networks with Surrogate Gradient Descent
2022 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Emre Neftci

2

citations
State estimation and predictive trajectory tracking control for multirotors in inspection tasks
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Aerospace Engineering and Control Systems Open access

Thomas Konrad

0

citations
Gradient flow finite element discretizations with energy-based adaptivity for the Gross-Pitaevskii equation
2021 Journal of Computational Physics article Engineering Advanced Numerical Methods in Computational Mathematics Open access

Pascal Heid, Benjamin Stamm, Thomas P. Wihler

36

citations
Curved Shear Panel Theory as an Enabler for Gradient-Based Wing Optimization
2026 conference-paper Engineering Aeroelasticity and Vibration Control Open access

Moritz Bäß, Lukas Kettenhofen, Kai‐Uwe Schröder

0

citations
Machine Learning-Based Dynamic Modeling of Ball Joint Friction for Real-Time Applications
2025 Lubricants article Engineering Vehicle Dynamics and Control Systems Open access

Kai Pfitzer, Lucas Rath, Sebastian Kolmeder, Burkhard J. Corves, Günther Prokop

4

citations
End-to-end reinforcement learning of koopman model predictive control ; 1
2025 RWTH Publications (RWTH Aachen) book Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank

0

citations
Gaussian processes for surrogate modeling of discharged fuel nuclide compositions
2021 Annals of Nuclear Energy article Engineering Nuclear reactor physics and engineering Open access

Antonio Figueroa, Malte Göttsche

16

citations
Fast Newton-like extremum seeking with asymptotic convergence guarantees
2024 European Journal of Control article Engineering Extremum Seeking Control Systems Open access

Christophe Labar, Christian Ebenbauer

3

citations
Innovative Methodology for Generating Representative Driving Profiles for Heavy-Duty Trucks from Measured Vehicle Data
2025 World Electric Vehicle Journal article Engineering Electric and Hybrid Vehicle Technologies Open access

Gordon Witham, Daniel Swierc, Anna Rozum, Lutz Eckstein

2

citations
A Posteriori Error Control for Nonconvex Problems via Calibration
2026 SIAM Journal on Numerical Analysis article Engineering Advanced Numerical Methods in Computational Mathematics

Benjamin Berkels, Alexander Effland, Martin Rumpf, Jan Verhülsdonk

0

citations
Look Gauss, No Pose: Novel View Synthesis using Gaussian Splatting without Accurate Pose Initialization
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering 3D Shape Modeling and Analysis cited by 2 patents

Jens Piekenbrinck, Bastian Leibe

6

citations
Effiziente Antriebskonzeptauslegung auf Basis automatisch generierter Fahrzyklen für elektrisch angetriebene Nutzfahrzeuge
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Electric and Hybrid Vehicle Technologies Open access

Gordon Witham

0

citations
Quantifying the Influence of Combined Lung and Kidney Support Using a Cardiovascular Model and Sensitivity Analysis-Informed Parameter Identification
2024 arXiv (Cornell University) preprint Engineering Mechanical Circulatory Support Devices Open access

Jan‐Niklas Thiel, Ana Martins Costa, Bettina Wiegmann, Jutta Arens, Ulrich Steinseifer, Michael Neidlin

0

citations
Data-Driven, Short-Term Prediction of Charging Station Occupation
2023 Electricity article Engineering Electric Vehicles and Infrastructure Open access

Roya Aghsaee, Christopher Hecht, Felix Schwinger, Jan Figgener, Matthias Jarke, Dirk Uwe Sauer

15

citations
Abschätzung der Wärmeleitfähigkeit von Materialien der Medizintechnik auf Basis einer Temperaturvorhersage zur Absicherung minimalinvasiver Bohrprozesse
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Heat Transfer and Numerical Methods Open access

Anna-Lena Julia Schnell

0

citations
Reliable Virtual Sensing: A Multi-Domain Benchmark for Robustness Under Sensor Failures
2026 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access

Jens U. Brandt, Noah C. Puetz, Alexander Windmann, Marc Hilbert, Elena Raponi, Thomas Bäck, +1 more

0

citations
Material parameter sensitivity analysis for intralaminar damage of laminated composites through direct differentiation
2024 Computers & Structures article Engineering Mechanical Behavior of Composites Open access

Paolo Minigher, Albertino Arteiro, A. Turón, Javad Fatemi, Ludovic Barrière, Pedro Ponces Camanho

4

citations
Application of CIGAR for collective learning between CNN–BiLSTM models in lithium-ion battery state of health prediction
2026 Neural Computing and Applications article Engineering Advanced Battery Technologies Research Open access

Sylwia Olbrych, Zi Xuan Tung, Sehriban Celik, Hans Aoyang Zhou, Anas Abdelrazeq, Dirk Uwe Sauer, +1 more

0

citations
Investigation of the statistical and geometrical size effect on the fatigue strength of EN-GJL-300 under consideration of the graphite morphology
2021 Procedia Structural Integrity article Engineering Fatigue and fracture mechanics Open access

Axel Kansy, Christoph Bleicher, H. Kaufmann

2

citations