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Papers matching “network load reduction” 66

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An Energy-Efficient and Area-Efficient Depthwise Separable Convolution Accelerator with Minimal On-Chip Memory Access
2023 IFIP/IEEE International Conference on Very Large Scale Integration conference-paper Computer Science Advanced Neural Network Applications

Yi Chen, Jie Lou, Christian Lanius, Florian Freye, Johnson Loh, Tobias Gemmeke

7

citations
Virtual sensor based on machine learning for estimating gearbox input loads in wind turbines
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Machine Fault Diagnosis Techniques Open access

Baher Azzam

0

citations
Sequential Multiuser Scheduling and Power Allocation for Clustered Cell-Free Massive MIMO Networks
2023 European Signal Processing Conference (EUSIPCO) conference-paper Engineering Advanced MIMO Systems Optimization

Saeed Mashdour, Rodrigo C. de Lamare, Anke Schmeink, João P. S. H. Lima

2

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
Objectives, Requirements and Implementation of a Service Restoration Algorithm for AC-DC Distribution Grids
2022 International Conference on Smart Energy Systems and Technologies (SEST) conference-paper Engineering Optimal Power Flow Distribution Open access

Alberto Dognini, Ferdinanda Ponci, Antonello Monti

1

citations
Hyperreduction accelerates finite element model updating for the discovery of neural materials
2026 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Hagen Holthusen, Matthias Knipper, Kevin Linka

0

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
PINN-Based Design of Cold Bent Monolithic Glass
2026 Challenging glass conference proceedings conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

Maximilian Laurs, Markus Feldmann, Michael Anton Kraus

0

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
Deep Learning based Model Predictive Control for Compression Ignition Engines
2022 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Saeid Shahpouri, Alexander Winkler, Eugen Nuss, Dirk Abel, Jakob Andert, +2 more

3

citations
Verfahren zur Bewertung des dynamischen Verhaltens von Spannungsregelungen zur Flickerreduzierung
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Power Quality and Harmonics Open access

Reinhold Bertram

0

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
Estimation of rotor and main bearing loads using artificial neural networks
2022 Journal of Physics Conference Series conference-paper Engineering Machine Fault Diagnosis Techniques Open access

Amin Loriemi, Georg Jacobs, Dennis Bosse

8

citations
Optimization Methodology for Automotive Fuel Cell Centrifugal Compressors
2025 conference-paper Engineering Turbomachinery Performance and Optimization

Janik Rajh, Johannes Klütsch, Simon Loerwald, Philipp Schwarz, Peter Jeschke

0

citations
Editorial: Reviews in gastrointestinal and hepatic pharmacology: 2024
2026 Frontiers in Pharmacology editorial Medicine Drug Transport and Resistance Mechanisms Open access

Anna Maria Giudetti, Ralf Weiskirchen

0

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
Preventive DC-side decoupling: a control and operation concept to limit the impact of DC faults in offshore multi-terminal HVDC systems
2023 IET conference proceedings. conference-paper Engineering HVDC Systems and Fault Protection

Patrick Düllmann, Christopher Klein, P. Winter, H. Köhler, M. Steglich, Jan Teuwsen, +1 more

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
Aeroakustische Emissionen von Luftdurchlässen; 1. Auflage
2026 RWTH Publications (RWTH Aachen) book Engineering Aerodynamics and Acoustics in Jet Flows Open access

Philipp Ostmann

0

citations
Anomaly Detection in Metal-Textile Industries
2025 Artificial intelligence book-chapter Engineering Industrial Vision Systems and Defect Detection Open access

Ingo Elsen, Alexander Ferrein, Stefan Schiffer

1

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
A FEM-PINN approach to modelling elastoplastic soil behaviour in boundary value problems
2025 Computers and Geotechnics article Physics and Astronomy Model Reduction and Neural Networks Open access

Mingpeng Liu, Raúl Fuentes

15

citations
Fast and generalisable parameter-embedded neural operators for lithium-ion battery simulation
2025 Energy and AI article Physics and Astronomy Model Reduction and Neural Networks Open access

Amir Ali Panahi, Daniel Luder, Billy Wu, Gregory James Offer, Dirk Uwe Sauer, Weihan Li

11

citations