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Papers matching “differentiable optimization” 288

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Learning to bin: differentiable and Bayesian optimization for multi-dimensional discriminants in high-energy physics
2026 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access

Johannes Erdmann, Nitish Kumar, Florian Mausolf

0

citations
Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization
2025 IFAC-PapersOnLine article Computer Science Parallel Computing and Optimization Techniques Open access

Daniel Mayfrank, Alexander Mitsos, Manuel Dahmen

0

citations
Fighting Newtonian noise with gradient-based optimization at the Einstein Telescope
2025 Classical and Quantum Gravity article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Patrick Schillings, J. Erdmann

1

citations
Differentiable Scripting
2021 arXiv (Cornell University) preprint Computer Science Parallel Computing and Optimization Techniques Open access

Uwe Naumann

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 Computer Science Computer Graphics and Visualization Techniques Open access

Martin Pflaum, Hakon Johnsen

0

citations
Efficient gradient computation in optical system optimization
2024 conference-paper Engineering Photonic and Optical Devices

Martin Pflaum

0

citations
Automatic heliostat learning for in situ concentrating solar power plant metrology with differentiable ray tracing
2024 Nature Communications article Energy Solar Thermal and Photovoltaic Systems Open access

Max Pargmann, Jan Ebert, Markus Götz, Daniel Maldonado Quinto, Robert Pitz‐Paal, Stefan Kesselheim

27

citations
A multiscale consensus-based algorithm for multilevel optimization
2025 Mathematical Models and Methods in Applied Sciences article Mathematics Advanced Optimization Algorithms Research Open access

Michaël Herty, Yuyang Huang, Dante Kalise, Hicham Kouhkouh

5

citations
Binary Interaction Methods for High Dimensional Global Optimization and Machine Learning
2022 Applied Mathematics & Optimization article Mathematics Mathematical Biology Tumor Growth Open access

Alessandro Benfenati, Giacomo Borghi, Lorenzo Pareschi

17

citations
Kinetic models for optimization: A unified mathematical framework for metaheuristics
2026 EMS series of congress reports book-chapter Engineering Optimization and Mathematical Programming Open access

Giacomo Borghi, Michaël Herty, Lorenzo Pareschi

0

citations
Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning
2020 preprint Environmental Science Membrane Separation Technologies Open access

Matthias Weßling

1

citations
Strong Global Convergence of the Consensus-Based Optimization Algorithm
2025 RWTH Publications (RWTH Aachen) preprint Computer Science Distributed Control Multi-Agent Systems Open access

Sabrina Bonandin, Konstantin Riedl, Sara Veneruso

0

citations
Numerical simulation of differential-algebraic equations with embedded global optimization criteria
2024 Optimization methods & software article Mathematics Numerical methods for differential equations Open access

Jens Deussen, Jonathan Hüser, Uwe Naumann

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
Subdomain separability in global optimization
2022 Journal of Global Optimization article Computer Science Numerical Methods and Algorithms Open access

Jens Deussen, Uwe Naumann

1

citations
Numerical simulation of differential-algebraic equations with embedded global optimization criteria
2023 RWTH Publications (RWTH Aachen) article Mathematics Numerical methods for differential equations Open access

Jens Deussen, Jonathan Hüser, Uwe Naumann

0

citations
Multi-objective design optimization of bioresorbable braided stents
2023 Computer Methods and Programs in Biomedicine article Medicine Peripheral Artery Disease Management Open access

Dario Carbonaro, Agnese Lucchetti, Alberto Luigi Audenino, Thomas Gries, Ted J. Vaughan, Claudio Chiastra

30

citations
An Eikonal Equation with Vanishing Lagrangian Arising in Global Optimization
2023 Applied Mathematics & Optimization article Mathematics Mathematical Biology Tumor Growth Open access

Martino Bardi, Hicham Kouhkouh

6

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
Development and application of a semantic differential for perception-based optimization of wind turbine and other broadband sounds
2023 Applied Acoustics article Health Professions Noise Effects and Management Open access

Beat Schäffer, Reto Pieren, Sabine J. Schlittmeier

5

citations
HOMO-PINN: Hyperparameter Optimization of a Multi-output Physics-Informed Neural Network
2025 Operations Research Forum article Physics and Astronomy Model Reduction and Neural Networks Open access

Mariapia De Rosa, Laura Pompameo, Alexander Litvinenko, Salvatore Cuomo

1

citations
An Eikonal equation with vanishing Lagrangian arising in Global Optimization
2022 RWTH Publications (RWTH Aachen) article Mathematics Mathematical Biology Tumor Growth Open access

Martino Bardi, Hicham Kouhkouh

0

citations
Analysis of the local well‐posedness of optimization‐constrained differential equations by local optimality conditions
2020 AIChE Journal article Engineering Advanced Control Systems Optimization Open access

Xiao Feng Zhao, Tobias Ploch, Stephan Noack, Wolfgang Wiechert, Alexander Mitsos, Eric von Lieres

3

citations
Contractivity of neural ODEs: An eigenvalue optimization problem
2025 Mathematics of Computation article Physics and Astronomy Model Reduction and Neural Networks

Nicola Guglielmi, Arturo De Marinis, Anton Savostianov, Francesco Tudisco

3

citations