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Papers matching “differentiable functionals” 30

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Learning density functionals from noisy quantum data
2025 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Emiel Koridon, Felix Frohnert, Eric Prehn, Evert van Nieuwenburg, Jordi Tura, Stefano Polla

3

citations
Approximation and Generalization Capacities of Parametrized Quantum Circuits for Functions in Sobolev Spaces
2025 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

David Dechant, Jordi Tura, Vedran Dunjko

10

citations
Parallel multi-objective optimization for expensive and inexpensive objectives and constraints
2024 Swarm and Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Roy de Winter, Bas Milatz, Julian Blank, Bas van Stein, Thomas Bäck, Kalyanmoy Deb

18

citations
Trainable embedding quantum physics informed neural networks for solving nonlinear PDEs
2025 Scientific Reports article Computer Science Quantum Computing Algorithms and Architecture Open access

Norbert Hosters, Matthias Möller

25

citations
Self-adaptive physics-informed quantum machine learning for solving differential equations
2024 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Rasul Abdusalamov, Felix Motzoi

11

citations
An Eikonal Equation with Vanishing Lagrangian Arising in Global Optimization
2023 Applied Mathematics & Optimization article Computer Science Optimization and Variational Analysis Open access

Martino Bardi, Hicham Kouhkouh

6

citations
An Eikonal equation with vanishing Lagrangian arising in Global Optimization
2022 RWTH Publications (RWTH Aachen) article Computer Science Optimization and Variational Analysis Open access

Martino Bardi, Hicham Kouhkouh

0

citations
Surrogate-based automated hyperparameter optimization for expensive automotive crashworthiness optimization
2025 Structural and Multidisciplinary Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck

13

citations
The Importance of Being Constrained: Dealing with Infeasible Solutions in Differential Evolution and Beyond
2023 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

Anna V. Kononova, Diederick Vermetten, Fabio Caraffini, Mădălina Mitran, Daniela Zaharie

27

citations
TinyAD: Automatic Differentiation in Geometry Processing Made Simple
2022 Computer Graphics Forum article Computer Science Computer Graphics and Visualization Techniques Open access

Patrick Schmidt, Janis Born, David Bommes, Marcel Campen, Leif P. Kobbelt

21

citations
Mean-field and kinetic descriptions of neural differential equations
2022 Foundations of Data Science article Computer Science Neural Networks and Applications Open access

Michaël Herty, Torsten Trimborn, Giuseppe Visconti

9

citations
Structured learning of rigid‐body dynamics: A survey and unified view from a robotics perspective
2021 GAMM-Mitteilungen article Computer Science Reinforcement Learning in Robotics Open access

A. René Geist, Sebastian Trimpe

25

citations
Binary Interaction Methods for High Dimensional Global Optimization and Machine Learning
2022 Applied Mathematics & Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Alessandro Benfenati, Giacomo Borghi, Lorenzo Pareschi

17

citations
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
2024 SIAM Journal on Scientific Computing article Computer Science Neural Networks and Applications

Danimir T. Doncevic, Alexander Mitsos, Y. P. Guo, Qianxiao Li, Felix Dietrich, Manuel Dahmen, +1 more

9

citations
Deep Relaxation of Controlled Stochastic Gradient Descent via Singular Perturbations
2024 SIAM Journal on Control and Optimization article Computer Science Advanced Mathematical Modeling in Engineering Open access

Martino Bardi, Hicham Kouhkouh

4

citations
SymX: Energy-based Simulation from Symbolic Expressions
2025 ACM Transactions on Graphics article Computer Science Computer Graphics and Visualization Techniques Open access

José Antonio Fernández-Fernández, Fabian Löschner, Lukas Westhofen, Andreas Longva, Jan Bender

2

citations
Performance Portable Adjoints for Structured Mesh Applications with OPS
2026 ACM Transactions on Mathematical Software article Computer Science Parallel Computing and Optimization Techniques Open access

Gábor Dániel Balogh, Johannes Lotz, Jacques du Toit, Uwe Naumann, István Z. Reguly

0

citations
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics
2024 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access cited by 1 patent

Bas van Stein, Thomas Bäck

171

citations
NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems
2022 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification

Xixi Zhang, Haitao Zhao, Hongbo Zhu, Bamidele Adebisi, Guan Gui, Haris Gacanin, +1 more

115

citations
A Review on Sensor‐Integrating Machine Elements
2024 Advanced Sensor Research article Computer Science Sensor Technology and Measurement Systems Open access

Eckhard Kirchner, Thomas Wallmersperger, Thomas Gwosch, Johannes D. M. Menning, Julian Peters, Richard Breimann, +34 more

74

citations
Repulsive surfaces
2021 ACM Transactions on Graphics article Computer Science Computer Graphics and Visualization Techniques Open access cited by 1 patent

Chris Yu, Caleb Brakensiek, H. Ralph Schumacher, Keenan Crane

30

citations
Multi-objective design optimization of bioresorbable braided stents
2023 Computer Methods and Programs in Biomedicine article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

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

30

citations
Visual cohort comparison for spatial single-cell omics-data
2020 IEEE Transactions on Visualization and Computer Graphics article Computer Science Data Visualization and Analytics Open access

Antonios Somarakis, Marieke E. Ijsselsteijn, Sietse J. Luk, Boyd Kenkhuis, Noel F.C.C. de Miranda, Boudewijn P. F. Lelieveldt, +1 more

20

citations
Uncertainty Propagation in Deep Gaussian Process Networks
2025 Mathematical Geosciences article Computer Science Gaussian Processes and Bayesian Inference Open access

Ítalo Gomes Gonçalves, Florian Wellmann

12

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

Michaël Herty, Yuyang Huang, Dante Kalise, Hicham Kouhkouh

10

citations