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Papers matching “neural network dynamics” 117

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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
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention
2025 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Engineering Advanced Memory and Neural Computing Open access

Soikat Hasan Ahmed, Jan Finkbeiner, Emre Neftci

14

citations
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention
2024 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Soikat Hasan Ahmed, Jan Finkbeiner, Emre Neftci

4

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
Neural Network Control of Industrial Robots Using ROS
2022 IEEE International Conference on Robotic Computing (IRC) conference-paper Engineering Robotic Mechanisms and Dynamics

Minh Trinh, Christian Brecher

2

citations
Prediction of efficiency of the filled trench in layered soil through artificial neural network
2025 conference-paper Engineering Railway Engineering and Dynamics Open access

0

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
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
Spiking Neural Network Control for Mobile Robot Path Following
2026 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Control and Dynamics of Mobile Robots

Luigi Gabriel Troconis, Francesco Vella, Qinyu Chen, Alessandro Freddi, Oleg Genova, Andrea Monteriù

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
Physics-Informed Neural Network for Modeling the Dynamic Behavior of Grid-Forming Converters
2026 arXiv (Cornell University) preprint Engineering Microgrid Control and Optimization Open access

Hussein Jaffal, Arianna Fois, Sarra Bouchkati, Amirali Mahjoob, Andreas Ulbig

0

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
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
Comparative study of neural network based and white box model predictive control for a room temperature control application
2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Max Berktold, Arman Gall, Alexander Kiimpel, Dirk Müller

6

citations
State-of-Charge Estimation of Lithium-ion Battery Based on a Combined Method of Neural Network and Unscented Kalman filter
2020 IEEE Vehicle Power and Propulsion Conference (VPPC) conference-paper Engineering Advanced Battery Technologies Research

Seyedmehdi Hosseininasab, Zhiwen Wan, Giovanni Vagnoni, Lennart Bauer

12

citations
Thermal Control of a Permanent Magnet Synchronous Machine with a Thermal Neural Network
2025 International Conference on Control, Automation and Diagnosis (ICCAD) conference-paper Engineering Electric Motor Design and Analysis

Anna Isabel Ramones, Sung-Yong Lee, Jakob Andert

1

citations
Graph Neural Network Encoder for Layout Planning and Scheduling in Line-less Mobile Assembly Systems
2023 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

Lea Kaven, Amon Göppert, Robert Heinrich Schmitt

0

citations
Zero-shot temporal resolution domain adaptation for spiking neural networks
2025 Neural Networks article Engineering Advanced Memory and Neural Computing Open access

Sanja Karilanova, Emre Neftci, Ayça Özçelikkale

0

citations
Integrating Recurrent Neural Networks into Model Predictive Control for Thermal Torque Derating of Electric Machines
2023 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access cited by 1 patent

Alexander Winkler, Weizhou Wang, Armin Norouzi, David C. Gordon, Charles Robert Koch, Jakob Andert

8

citations
Data generation framework for inverse modeling of nonlinear systems in structural dynamics applications
2023 Acta Mechanica article Engineering Control Systems and Identification Open access

Pavle Milicevic, Okyay Altay

5

citations
Machine learning driven quantification of local bubble dynamics across a pilot scale stirred bioreactor
2026 Chemical Engineering Science article Engineering Fluid Dynamics and Mixing Open access

Emilie Overgaard Willer, Maximilian Siska, Benjamin Petersen, Juliet J. Victoria, Eric von Lieres, John M. Woodley

0

citations
Neural Networks for Phase Shift Optimization of Reconfigurable Intelligent Surfaces Under Imperfect Channel State Information
2025 IEEE Access article Engineering Advanced Wireless Communication Technologies Open access

Pablo Fondo‐Ferreiro, Firooz B. Saghezchi, Felipe Gil‐Castiñeira, Jonathan Rodrı́guez

4

citations