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Papers matching “differentiable optimization” 99

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Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization
2025 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Alexander Mitsos, Manuel Dahmen

0

citations
Model predictive control strategies using consensus-based optimization
2023 RWTH Publications (RWTH Aachen) preprint Engineering Advanced Control Systems Optimization Open access

Giacomo Borghi, Michaël Herty

1

citations
Consistently smooth merit functions in algorithmic differentiable ray tracing for illumination design
2026 Optics Express article Engineering Advanced optical system design Open access

Martin Pflaum, Hakon Johnsen

0

citations
Efficient gradient computation in optical system optimization
2024 Computational Optics conference-paper Engineering Advanced optical system design

Martin Pflaum

0

citations
Finding better alternatives: Shadow prices of near-optimal solutions in energy system optimization modeling
2024 Energy article Engineering Integrated Energy Systems Optimization Open access

Henrik Schwaeppe, Marten Simon Thams, Julian Walter, Albert Moser

14

citations
Environmentally friendly pavement design integrating multilayer thermo-viscoelasticity into an optimization framework for balancing global warming indicator and economic costs
2026 Cleaner Engineering and Technology article Engineering Asphalt Pavement Performance Evaluation Open access

Paul Leopold, Quentin Félix Adam, João Santos, Álvaro García

0

citations
Optimization of Human Lung-Chip cultures to investigate effects of biomechanics on primary airway epithelial cell biology
2020 conference-abstract Engineering 3D Printing in Biomedical Research

Anne M. van der Does, Sander van Riet, Annemarie M. van Schadewijk, Carolina Lucchesi, Geraldine A. Hamilton, Janna C. Nawroth, +1 more

0

citations
Distortion-Aware Multilevel Coded Spreading Symbol Optimization for Future Navigation Signals
2026 NAVIGATION Journal of the Institute of Navigation article Engineering GNSS positioning and interference Open access

Florian C. Beck, Christoph Enneking, Steffen Thoelert, Michael Meurer

0

citations
Differentiable Content Addressable Memory with Memristors
2022 Advanced Electronic Materials article Engineering Advanced Memory and Neural Computing Open access

Giacomo Pedretti, Catherine E. Graves, Thomas Van Vaerenbergh, Sergey Serebryakov, Martin Foltín, Xia Sheng, +3 more

27

citations
A Residual-Based HP-Mesh Optimization Technique for Petrov-Galerkin Schemes with Optimal Test Functions
2021 conference-paper Engineering Advanced Numerical Methods in Computational Mathematics Open access

Ankit Chakraborty, Ajay Mandyam Rangarajan, Georg May

0

citations
Dataset for the Article: "A decomposition method for optimizing the operation of power-to-X energy systems with detailed process models"
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Carbon Dioxide Capture Technologies Open access

Yifan Wang, Niklas V. von der Assen, Qi Zhang

0

citations
Dataset for the Article: "A decomposition method for optimizing the operation of power-to-X energy systems with detailed process models"
2026 RWTH Publications (RWTH Aachen) dataset Engineering Carbon Dioxide Capture Technologies Open access

Yifan Wang, Niklas V. von der Assen, Qi Zhang

0

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
Adjoint-based Trailing-edge Noise Minimization using Stochastic Noise Generation
2020 AIAA SciTech Forum conference-paper Engineering Aerodynamics and Acoustics in Jet Flows

Beckett Yx Zhou, Nicolas R. Gauger, Sutharsan Satcunanathan, Matthias H. Meinke, Wolfgang Schröeder

0

citations
Nonlinear model predictive control of a radiative heating process with movable radiators
2022 International Journal of Robust and Nonlinear Control article Engineering Advanced Control Systems Optimization Open access

Florian Rötzer, Lorenz Dörschel, Andreas Deutschmann, Dirk Abel, Andreas Kugi

2

citations
Optimal UAV Trajectory Design for Moving Users in Integrated Sensing and Communications Networks
2023 IEEE Transactions on Intelligent Transportation Systems article Engineering UAV Applications and Optimization

Yiming Li, Xiaopeng Yuan, Yulin Hu, Junan Yang, Anke Schmeink

22

citations
Gradient-based nonlinear model predictive control enabling demand-side management for adsorption-based direct air carbon capture
2026 International journal of greenhouse gas control article Engineering Advanced Control Systems Optimization Open access

Sebastian Henzler, Daniel Rezo, Patrik Postweiler, Niklas V. von der Assen, Alexander Mitsos

0

citations
Towards in-process evaluation of the precise electrochemical machining (PECM)
2022 Procedia CIRP article Engineering Advanced Machining and Optimization Techniques Open access

Elio Tchoupe, Lukas Heidemanns, Ugur Küpper, Tim Herrig, A. Klink, Thomas Bergs

9

citations
Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems
2022 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Building Energy and Comfort Optimization

Phillip Stoffel, Charlotte Löffler, Steffen Eser, Alexander Kümpel, Dirk Müller

5

citations
Numerical Integration for Nonlinear Model Predictive Control of a Fuel Cell System
2023 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Advanced Control Systems Optimization

Lukas Schmitt, Dirk Abel

1

citations
Addressing Mixed-Integer Nonlinear Energy Management in Hybrid Vehicles: Comparing Genetic Algorithm and Sequential Quadratic Programming Within Model Predictive Control
2026 Energies article Engineering Electric and Hybrid Vehicle Technologies Open access

Ferris Herkenrath, Silas Koßler, Marco Günther, Stefan Pischinger

1

citations
Distributed nonlinear model predictive control for building energy systems: An ALADIN implementation study
2025 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

Steffen Eser, Ben Spoek, Augustinus Schütz, Phillip Stoffel, Dirk Müller

7

citations
Methodology for Evaluating a Distributed Variable-Camber Trailing-Edge System in Preliminary Aircraft Design
2024 Journal of Aircraft article Engineering Aeroelasticity and Vibration Control

Ralph Stephan, Nicolas Schneiders, Florian Schueltke, Eike Stumpf, Fabian Peter

1

citations
Active learning with neural ordinary differential equations for data-efficient modeling of tuned mass dampers
2026 Engineering Applications of Artificial Intelligence article Engineering Vibration Control and Rheological Fluids Open access

Pavle Milicevic, Sebastian Stemmler, Okyay Altay

0

citations
Measurement and mitigation of electromagnetic emissions of propulsion inverters for electric vehicles
2020 RWTH Publications (RWTH Aachen) book Engineering Electromagnetic Compatibility and Noise Suppression Open access

Karl Oberdieck

4

citations