From

Institution

Field

Type

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

Reset

Papers matching “network load reduction” 38

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

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

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

2

citations
Application of two promising Reinforcement Learning algorithms for load shifting in a cooling supply system
2020 Energy and Buildings article Engineering Building Energy and Comfort Optimization

Thomas Schreiber, Sören Eschweiler, Marc Baranski, Dirk Müller

66

citations
End-to-End Deep Neural Network Based Nonlinear Model Predictive Control: Experimental Implementation on Diesel Engine Emission Control
2022 Energies article Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Alexander Winkler, Jakub McNally, Eugen Nuss, Dirk Abel, Mahdi Shahbakhti, +2 more

18

citations
DLC-coated spur gears – part I: friction reduction
2021 Industrial Lubrication and Tribology article Engineering Gear and Bearing Dynamics Analysis

Andreas Ziegltrum, Martin Ebner, Thomas Lohner, Karsten Stahl, Kirsten Bobzin, T. Brögelmann, +2 more

12

citations
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
Spectral contact networks for granular base load spreading
2026 International Journal of Mechanical Sciences article Engineering Geotechnical Engineering and Soil Mechanics Open access

Dong Feng

6

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
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
Study on the Influence of Direct Contact Network Topology on the Speed of Spread of Infectious Diseases in the Covid-19 Case
2021 Vìsnik Nacìonalʹnogo unìversitetu Lʹvìvsʹka polìtehnìka Serìâ Ìnformacìjnì sistemi ta merežì article Physics and Astronomy Complex Network Analysis Techniques

Yulian Kuryliak, Michael Emmerich, Dmytro Dosyn

0

citations
Increasing the prediction quality of artificial neural network–based optimisation approaches for the sheet moulding compound compression moulding process by means of targeted expansion of training data
2024 The International Journal of Advanced Manufacturing Technology article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Christian Hopmann, Marie Hadenfeldt, Jonas Neuhaus, Dominik Foerges

3

citations
Damage Detection in Strain Gauge Networks Using Reduced Measurement Outputs
2026 e-Journal of Nondestructive Testing article Engineering Structural Health Monitoring Techniques Open access

Lucas Dietz, Kai‐Uwe Schröder

0

citations
From volume to pollution: a review of real-time control potential for combined sewer systems
2026 Water Science & Technology article Environmental Science Urban Stormwater Management Solutions Open access

Sebastian Kerger, Stefan Kröll, Leon Trojan, Thomas Wintgens

0

citations
Adaptive Modulation of Resonant DAB Converters for Wide Range ZVS Operation With Minimum Reactive Circulating Power
2022 IEEE Transactions on Industry Applications article Engineering Advanced DC-DC Converters Open access

L. D. James, C. A. Teixeira, Richardt Howard Wilkinson, Brendan Peter McGrath, Donald Grahame Holmes, Jan Riedel

23

citations
Embedded Real-Time Nonlinear Model Predictive Control for the Thermal Torque Derating of an Electric Vehicle
2021 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Alexander Winkler, Jonathan Frey, Timm Fahrbach, Gianluca Frison, René Scheer, Moritz Diehl, +1 more

10

citations
A data-driven flow loss prediction model for the blade hub region of a boundary layer ingestion fan rotor
2023 International Journal of Numerical Methods for Heat &amp Fluid Flow article Engineering Turbomachinery Performance and Optimization

Hanan Lu, Xizhen Song, Tianyu Pan, Zhe Yang, Jian Zhang, Qiushi Li

3

citations
Principal component density estimation for scenario generation using normalizing flows
2022 Data-Centric Engineering article Engineering Energy Load and Power Forecasting Open access

Eike Cramer, Alexander Mitsos, Raul F. Tempone, Manuel Dahmen

14

citations
Estimation of Potentials in Lithium-Ion Batteries Using Machine Learning Models
2021 IEEE Transactions on Control Systems Technology article Engineering Advanced Battery Technologies Research

Weihan Li, Damas W. Limoge, Dirk Uwe Sauer, Anuradha M. Annaswamy

41

citations
Brain-inspired spiking neural networks in Engineering Mechanics: a new physics-based self-learning framework for sustainable Finite Element analysis
2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access

Saurabh Balkrishna Tandale, Marcus Stoffel

12

citations
Implementation of a machine learning supported model predictive control for a 5th generation district heating and cooling energy hub
2026 Energy and AI article Engineering Integrated Energy Systems Optimization Open access

Kai Droste, Aron Schwartz, K Derzsi, Rahul Karuvingal, Thomas Schreiber, Dirk Müller

5

citations
A comparative co-simulation analysis to improve the sustainability of cogeneration-based district multi-energy systems using photovoltaics, power-to-heat, and heat storage
2023 Energy Conversion and Management article Engineering Integrated Energy Systems Optimization Open access

Erdmann Anselm, Anna Marcellan, Jan Stock, David Neuroth, Christian Utama, Michael Suriyah, +16 more

24

citations
Service Restoration of AC–DC Distribution Grids Based on Multiple-Criteria Decision Analysis
2023 IEEE Access article Engineering Optimal Power Flow Distribution Open access

Alberto Dognini, Mirko Ginocchi, Edoardo De Din, Ferdinanda Ponci, Antonello Monti

10

citations
Kernel‐based online learning for real‐time voltage control in distribution networks
2020 IET Smart Grid article Engineering Optimal Power Flow Distribution Open access

Lisette Cupelli, Alejandro Lago Esteban, Ferdinanda Ponci, Antonello Monti

4

citations
Optimization of a 660 MWe Supercritical Power Plant Performance—A Case of Industry 4.0 in the Data-Driven Operational Management Part 1. Thermal Efficiency
2020 Energies article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

Waqar Muhammad Ashraf, Ghulam Moeen Uddin, Syed Muhammad Arafat, Sher Afghan, Ahmad Hassan Kamal, Muhammad Asim, +11 more

66

citations
Global Graph Surrogates and Neural Graph Elements for Computational Mechanics
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Rutwik Gulakala, Marcus Stoffel

0

citations
Generative learning‐based model for the prediction of 2D stress distribution
2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

5

citations