From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “neural network dynamics” 269

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Reconfigurable Computing in Neural Network‐Enhanced Finite Element Analysis in Structural Dynamics
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Vasileios Polydoras, Saurabh Balkrishna Tandale, Marcus Stoffel

0

citations
Dependence of Oxygen Diffusion on the La and Sr Configuration in Melilite-Type La 1+ x Sr 1– x Ga 3 O 7+ x /2 by Neural Network Potential Molecular Dynamics Simulation
2024 The Journal of Physical Chemistry C article Materials Science Advancements in Solid Oxide Fuel Cells Open access

Tsubasa Koyama, Masanobu Nakayama, Judith Schuett, Steffen Grieshammer

3

citations
Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder–decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates
2023 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Saurabh Balkrishna Tandale, Marcus Stoffel

31

citations
Newtonian and Lagrangian Neural Networks: A Comparison Towards Efficient Inverse Dynamics Identification
2025 IFAC-PapersOnLine article Engineering Robotic Mechanisms and Dynamics Open access

Minh Trinh, A. René Geist, Josefine Monnet, Stefan Vilceanu, Sebastian Trimpe, Christian Brecher

1

citations
A comparison of two neural network architectures for fast structural response prediction
2021 PAMM article Engineering Structural Health Monitoring Techniques Open access

Denny Thaler, Franz Bamer, Bernd A. Markert

4

citations
The Neural and Computational Architecture of Feedback Dynamics in Mouse Cortex during Stimulus Report
2024 eNeuro article Neuroscience Visual perception and processing mechanisms Open access

Simone Ciceri, Matthijs N. Oude Lohuis, Vivi Rottschäfer, Cyriel M. A. Pennartz, Daniele Avitabile, Simon van Gaal, +1 more

1

citations
Neural-Network-Based Model for Trailing-Edge Flap Loads in Preliminary Aircraft Design
2024 Journal of Aircraft article Environmental Science Advanced Aircraft Design and Technologies

Ralph Stephan, Cedric Heyen, Eike Stumpf, Johannes Ruhland, Christian Breitsamter

2

citations
Evaluating the statistical similarity of neural network activity and connectivity via eigenvector angles
2022 Biosystems article Neuroscience Neural dynamics and brain function Open access

Robin Gutzen, Sonja Grün, Michael Denker

4

citations
The NEF-SPA Approach as a Framework for Developing a Neurobiologically Inspired Spiking Neural Network Model for Speech Production
2023 Journal of Integrative Neuroscience article Neuroscience Neural dynamics and brain function Open access

Bernd J. Kröger

2

citations
Mapping Whole-Brain Nonlinear Structure-Function Dynamics in Aging via Neural Granger Causality
2026 Brain Topography article Neuroscience Functional Brain Connectivity Studies

Meng Niu, Shanli Ren, Chen Lin, QingChen Wang, Yongzhi Yin, Hanning Guo, +1 more

0

citations
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems
2021 IEEE Access article Computer Science Numerical Methods and Algorithms Open access

Suresh Nambi, Salim Ullah, Siva Satyendra Sahoo, Aditya Lohana, Farhad Merchant, Akash S. Kumar

32

citations
A 22-pJ/spike 73-Mspikes/s 130k-compartment neural array transceiver with conductance-based synaptic and membrane dynamics
2023 Frontiers in Neuroscience article Engineering Advanced Memory and Neural Computing Open access

Jongkil Park, Sohmyung Ha, Theodore Yu, Emre Neftci, Gert Cauwenberghs

5

citations
Extrapolation Performance of Convolutional Neural Network-Based Combustion Models for Large-Eddy Simulation: Influence of Reynolds Number, Filter Kernel and Filter Size
2025 Flow Turbulence and Combustion article Engineering Combustion and flame dynamics Open access

Geveen Arumapperuma, Nicola Sorace, Oliver Bladek, Ludovico Nista, Lukas Berger, Heinz G. Pitsch, +2 more

7

citations
Routing brain traffic through the von Neumann bottleneck: Efficient cache usage in spiking neural network simulation code on general purpose computers
2022 Parallel Computing article Computer Science Parallel Computing and Optimization Techniques Open access

Jari Pronold, Jakob Jordan, Brian J. N. Wylie, Itaru Kitayama, Markus Diesmann, Susanne Kunkel

27

citations
Incorporating a Deep Neural Network into Moving Horizon Estimation for Embedded Thermal Torque Derating of an Electric Machine
2025 Energies article Engineering Advanced Control Systems Optimization Open access

Alexander Winkler, Pranav Shah, Katrin Baumgärtner, David C. Gordon, Jakob Andert

4

citations
Physics‐Based Spiking Neural Network as a Surrogate Model for Viscoplastic Material Law in Impulsively Loaded Beams
2024 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Vasileios Polydoras, Saurabh Balkrishna Tandale, Marcus Stoffel

4

citations
Graph Neural Network enhanced Finite Element modelling
2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

36

citations
A physics-informed neural network (PINN) framework for inverse mixed contact-traction tire-load reconstruction and finite-layer pavement response
2026 Computers and Geotechnics article Physics and Astronomy Model Reduction and Neural Networks Open access

Dong Feng

1

citations
A Monte Carlo Simulation Approach in Non-linear Structural Dynamics Using Convolutional Neural Networks
2021 Frontiers in Built Environment article Engineering Seismic Performance and Analysis Open access

Franz Bamer, Denny Thaler, Marcus Stoffel, Bernd A. Markert

15

citations
GeoINR 1.0: an implicit neural network approach to three-dimensional geological modelling
2023 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access cited by 1 patent

Florian Wellmann, Eric A de Kemp, Boyan Brodaric, Ernst Schetselaar, Karine Bédard

25

citations
Estimating the real-time temperature of a 48V permanent magnet synchronous motor using a thermal neural network
2025 Energy Conversion and Management X article Engineering Electric Motor Design and Analysis Open access cited by 1 patent

Anna Isabel Ramones, Bufan Shi, Michael F. M. Engels, Markus Eisenbarth, Jakob Andert

6

citations
Extrapolation of cavitation and hydrodynamic pressure in lubricated contacts: a physics-informed neural network approach
2025 Advanced Modeling and Simulation in Engineering Sciences article Engineering Tribology and Lubrication Engineering Open access

Faras Brumand‐Poor, Freddy Kokou Azanledji, Nils Plückhahn, Florian Barlog, Lukas Boden, Katharina Schmitz

9

citations
Application of an Artificial Neural Network for Efficient Computation of Chemical Activities within an EAF Process Model
2024 Metals article Engineering Metallurgical Processes and Thermodynamics Open access

Alexander Reinicke, Til-Niklas Engbrecht, Lilly Amanda Schulte, Thomas Echterhof

8

citations
Efficient Subset Simulation using Hamiltonian Neural Network enhanced Markov Chain Monte Carlo Methods
2024 OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) article Mathematics Markov Chains and Monte Carlo Methods Open access

Denny Thaler

0

citations
A 1.1 μJ/Inference Binary Spiking Neural Network Accelerator for DVS Gesture Recognition
2025 IEEE Transactions on Circuits and Systems I Regular Papers article Engineering Advanced Memory and Neural Computing

Congyi Sun, Heng Zhang, Qinyu Chen, Yuxiang Fu, Li Li

1

citations