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Papers matching “knowledge networks” 45

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The Application of 5G Networks on Construction Sites and in Underground Mines: Successful Outcomes from Field Trials - Extended Version
2025 Computer Communications article Engineering Advanced Data and IoT Technologies Open access

Johannes Josef Emontsbotz, Hyung Joo Lee, Sarah Schmitt, Maximilian Brochhaus, Ajith Krishnan, Johannes Sieger, +4 more

4

citations
A general physics-informed neural network framework for fatigue life prediction of metallic materials
2025 Engineering Fracture Mechanics article Engineering Fatigue and fracture mechanics Open access

Shuwei Zhou, Manuel Henrich, Zhichao Wei, Feng Feng, Bing Yang, Sebastian Münstermann

38

citations
Predictive Data-Driven Model Based on Generative Adversarial Network for Premixed Turbulence-Combustion Regimes
2022 Combustion Science and Technology article Engineering Combustion and flame dynamics Open access

Temistocle Grenga, Ludovico Nista, Christoph Schumann, Gandolfo Scialabba, Antonio Attili, Heinz G. Pitsch

15

citations
Survey of 53 Fifth‐Generation District Heating and Cooling (5GDHC) Networks in Germany
2022 Energy Technology article Engineering Integrated Energy Systems Optimization Open access

Marco Wirtz, Dirk Müller

50

citations
Knowledge architecture supporting the next generation of MDO in the AGILE paradigm
2020 Progress in Aerospace Sciences article Engineering Systems Engineering Methodologies and Applications Open access

Imco van Gent, Benedikt Aigner, Bastiaan Beijer, Jonas Jepsen, Gianfranco La Rocca

19

citations
Polyconvex inelastic constitutive artificial neural networks
2024 PAMM article Engineering Elasticity and Material Modeling Open access

Hagen Holthusen, Lukas Lamm, Tim Brepols, Stefanie Reese, Ellen Kuhl

11

citations
LLMs as designers of physics-constrained neural networks for constitutive modeling: a demonstration on hyperelastic solids
2026 Machine learning for computational science and engineering article Engineering Elasticity and Material Modeling Open access

M. Tacke, M. Busch, Kian P. Abdolazizi, Jonas Eichinger, Kevin Linka, Christian Johannes Cyron, +1 more

0

citations
Flicker Noise in Graphene Flake Networks as an Indicator of Their Suitability as Humidity Sensors
2025 Advanced Electronic Materials article Engineering Gas Sensing Nanomaterials and Sensors Open access

Annika Weber, David Tumpold, Alexander Zöpfl, Ulrich Krumbein, Max C. Lemme

0

citations
Backstepping Control with Radial Basis Function Network for a Nonlinear Cardiopulmonary System
2020 IFAC-PapersOnLine article Engineering Adaptive Control of Nonlinear Systems Open access

Anake Pomprapa, Marian Walter, Steffen K. Leonhardt

1

citations
Emerging technologies and industrial leadership. A Wikipedia-based strategic analysis of Industry 4.0
2020 Expert Systems with Applications article Engineering Digital Transformation in Industry

Andrea J. Bonaccorsi, Filippo Chiarello, Gualtiero Fantoni, Hanna Kammering

34

citations
Recognition of Hand Activities for Automatic Generation of Assembly Instructions
2024 Procedia CIRP article Engineering Robot Manipulation and Learning Open access

Alexander Moriz, Florian Bröhl, Maximilian Buxel, Dominik Wolfschläger, Esben Schukat, Michael Riesener, +1 more

3

citations
On specification-based cyber-attack detection in smart grids
2022 Energy Informatics article Engineering Smart Grid Security and Resilience Open access

Ömer Sen, Dennis van der Velde, Maik Lühman, Florian Sprünken, Immanuel Hacker, Andreas Ulbig, +1 more

11

citations
Lightweight deep learning for real-time road distress detection on mobile devices
2025 Nature Communications article Engineering Infrastructure Maintenance and Monitoring Open access

Yuanyuan Hu, Ning Chen, Yue Hou, Baohong Jing, Pengfei Liu

47

citations
Prediction of ground reaction force and joint moments based on optical motion capture data during gait
2020 Medical Engineering & Physics article Engineering Lower Extremity Biomechanics and Pathologies

Marion Mundt, Arnd Koeppe, Sina David, Franz Bamer, Wolfgang Potthast, Bernd A. Markert

77

citations
Data‐driven models for traffic flow at junctions
2024 Mathematical Methods in the Applied Sciences article Engineering Traffic control and management Open access

Michaël Herty, Niklas Kolbe

4

citations
Communication and Security Trade-Offs for Battery-Powered Devices: A Case Study on Wearable Medical Sensor Systems
2021 IEEE Access article Engineering Wireless Body Area Networks Open access

Jori Winderickx, Pierre Bellier, Patrick Duflot, Nele Mentens

5

citations
Fully Integrated 2.4-GHz Flexible Rectifier Using Chemical-Vapor-Deposition Graphene MMIC Process
2021 IEEE Transactions on Electron Devices article Engineering Energy Harvesting in Wireless Networks

Chun‐Yu Fan, Muh‐Dey Wei, Burkay Uzlu, Zhenxing Wang, Daniel Neumaier, Renato Negra

11

citations
Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning
2020 Journal of Imaging article Engineering Remote-Sensing Image Classification Open access cited by 1 patent

Mathé T. Zeegers, Daniël M. Pelt, Tristan van Leeuwen, Robert van Liere, Kees Joost Batenburg

11

citations
Explainable machine learning for precise fatigue crack tip detection
2022 Scientific Reports article Engineering Fatigue and fracture mechanics Open access cited by 3 patents

David Melching, Tobias Strohmann, Guillermo Carlos Requena, Eric Breitbarth

44

citations
Reducing Experimental Data Requirements in CNN-based damage detection through Transfer Learning
2026 e-Journal of Nondestructive Testing article Engineering Structural Health Monitoring Techniques Open access

Finja Rentzsch holm, T. Schalm, Jorge Luis Jiménez Aparicio, Kai‐Uwe Schröder

0

citations
An efficient conditional GAN-based framework for high-resolution prediction of tyre-pavement contact stresses – a contribution towards a digital twin of the road system
2024 International Journal of Pavement Engineering article Engineering Asphalt Pavement Performance Evaluation Open access

Pengfei Liu, Hancheng Zhang, Yuanyuan Hu, Jinchao Guan, Ventseslav Yordanov

6

citations
Simulating the Cortical Microcircuit Significantly Faster Than Real Time on the IBM INC-3000 Neural Supercomputer
2022 Frontiers in Neuroscience article Engineering Advanced Memory and Neural Computing Open access

Arne Heittmann, Georgia Psychou, Guido Trensch, Charles E. Cox, W. W. Wilcke, Markus Diesmann, +1 more

19

citations
Concept-based force-signature analysis of tool-parameter effects in fine blanking
2026 Production Engineering article Engineering Metal Forming Simulation Techniques Open access

Martin Unterberg, Daria Gelbich, Frank Schweinshaupt, Antonia Holzapfel, Daniyal Kazempour, Philipp Niemietz, +3 more

0

citations
6-Layer Model for a Structured Description and Categorization of Urban Traffic and Environment
2021 IEEE Access article Engineering Autonomous Vehicle Technology and Safety Open access cited by 2 patents

Maike Scholtes, Lukas Westhofen, Lara Ruth Turner, Katrin Lotto, Michael Schuldes, Hendrik Weber, +8 more

198

citations
Skid Resistance Performance Analysis and Driving Safety Evaluation in the Full Life Cycle of Asphalt Pavement
2024 Journal of Transportation Engineering Part B Pavements article Engineering Asphalt Pavement Performance Evaluation

Yulin He, Chaohe Wang, Xuan Yang, Zepeng Fan, Guoyang Lu, Pengfeï Liu, +1 more

8

citations