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Papers matching “automatic differentiation” 24

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An enhanced single Gaussian point continuum finite element formulation using automatic differentiation
2025 Finite Elements in Analysis and Design article Engineering Advanced Numerical Methods in Computational Mathematics Open access

Njomza Pacolli, Jannick Kehls, Bjorn Sauren, Sven Klinkel, Stefanie Reese, Hagen Holthusen

4

citations
Automatic Differentiation for Lax-Wendroff-Type Discretizations
2025 SSRN Electronic Journal preprint Engineering Computational Fluid Dynamics and Aerodynamics Open access

Arpit Babbar, Valentin Churavy, Michael Schlottke‐Lakemper, Hendrik Ranocha

0

citations
Deep learning-based system for automatic identification of benign and malignant eyelid tumours
2025 British Journal of Ophthalmology article Computer Science AI in cancer detection

Wanlin Fan, Martine Johanna Jager, Weiwei Dai, Ludwig Maximilian Heindl

2

citations
SymX: Energy-based Simulation from Symbolic Expressions
2025 ACM Transactions on Graphics article Engineering Advanced Numerical Methods in Computational Mathematics Open access

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

6

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
A Truly Sparse and General Implementation of Gradient-Based Synaptic Plasticity
2025 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Jamie Lohoff, Florian Assmuth, Emre Neftci

0

citations
A Truly Sparse and General Implementation of Gradient-Based Synaptic Plasticity
2025 conference-paper Computer Science Neural Networks and Applications

Jamie Lohofl, Florian Assmuth, Emre Neftci

0

citations
Scheduled Jacobian Chaining
2025 Society for Industrial and Applied Mathematics eBooks conference-paper Computer Science Matrix Theory and Algorithms

Simon Märtens, Uwe Naumann

0

citations
Scheduled Jacobian Chaining
2025 Society for Industrial and Applied Mathematics eBooks conference-paper Computer Science Matrix Theory and Algorithms

Simon Märtens, Uwe Naumann

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

Thanakorn Penthong

0

citations
Structure-exploiting uncertainty quantification and control : Bayesian inference and Itô SDE methods from MRI segmentation to autonomous sensing
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Medical Image Segmentation Techniques Open access

Felix Terhag

0

citations
Optimizing Photonic Structures with Large Language Model Driven Algorithm Discovery
2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Haoran Yin, Anna V. Kononova, Thomas Bäck, Bas van Stein

6

citations
Neighborhood Adaptive Differential Evolution
2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research

Bas van Stein

1

citations
SPiFOL: A Spectral-based physics-informed finite operator learning for prediction of mechanical behavior of microstructures
2025 Journal of the Mechanics and Physics of Solids article Physics and Astronomy Model Reduction and Neural Networks Open access

Ali Harandi, Hooman Danesh, Kevin Linka, Stefanie Reese, Shahed Rezaei

18

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

7

citations
Human induced pluripotent stem cells for in vitro modeling of impaired mucociliary clearance in cystic fibrosis lung disease
2025 Stem Cell Research & Therapy article Medicine Cystic Fibrosis Research Advances Open access

Mark-Christian Klassen, Anita Balázs, Janina Zöllner, Nicole Cleve, Laurien Czichon, Laura von Schledorn, +13 more

3

citations
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

2

citations
Sample-efficient reinforcement learning of Koopman eNMPC
2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Mehmet Velioglu, Alexander Mitsos, Manuel Dahmen

1

citations
Optimizing solvers for real-world expensive black-box optimization with applications in vehicle design
2025 Leiden Repository (Leiden University) dissertation Computer Science Metaheuristic Optimization Algorithms Research Open access

0

citations
Joint Investigations of Structural and Process Related Variabilities using Physics-Based Machine Learning
2025 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Denise Degen, Mauro Cacace, Florian Wellmann

0

citations
Methodenvergleich der Amplitudenbestimmung beim multifokalen ERG durch Gipfelidentifizierung sowie 30 Hz-Flicker Stimulation und Fourier Analyse bei Makulaerkrankungen
2025 RWTH Publications (RWTH Aachen) dissertation Biochemistry, Genetics and Molecular Biology Retinal Development and Disorders Open access

Maria Stephanie Edel

0

citations
Predictive control strategies for safe payload handling in crane-based offshore operations
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Dynamics and Control of Mechanical Systems Open access

Philipp Schubert

0

citations
Parameter Identification for Optimized Simulation Models in Mobile Hydraulic Applications
2025 Lecture notes in mechanical engineering conference-paper Engineering Hydraulic and Pneumatic Systems Open access

Bernhard Sender, Johannes Sprink, Katharina Schmitz

0

citations

24 results