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Papers matching “network geometry” 44

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Induced network-based transfer learning in injection molding for process modelling and optimization with artificial neural networks
2021 The International Journal of Advanced Manufacturing Technology article Engineering Injection Molding Process and Properties Open access cited by 1 patent

Yannik Lockner, Christian Hopmann

97

citations
Geometry-Based Radiation Prediction of Laser Exposure Area for Laser Powder Bed Fusion Using Deep Learning
2022 Applied Sciences article Engineering Additive Manufacturing Materials and Processes Open access

Song Zhang, Anne Jahn, Lucas Jauer, Johannes Henrich Schleifenbaum

12

citations
Street network transformation in Oman: a comparative analysis of traditional and modern neighborhoods
2026 City Territory and Architecture article Engineering Urban Design and Spatial Analysis Open access

Gustavo Maciel Gonçalves, Gustavo De Siqueira, Amal Al Balushi, Adam Nadolny

0

citations
An Artificial Neural Network-Based Strategy for Predicting Multiaxial Fatigue Damage to Welded Steel Structures
2026 Applied Mechanics article Engineering Fatigue and fracture mechanics Open access

Bhagyashri Bachhav, Dawei Zhang, Hanghang Gao, Hauke Gerjet Schmidt, Chen Gang, Songyun Ma, +2 more

1

citations
Performance Tradeoffs Between Communication and Sensing in Unlicensed ISAC Networks
2026 IEEE Transactions on Network Science and Engineering article Engineering Radar Systems and Signal Processing

Navid Keshtiarast, Pradyumna Kumar Bishoyi, Marina Petrova

2

citations
CrossGen: Learning and Generating Cross Fields for Quad Meshing
2025 ACM Transactions on Graphics article Engineering 3D Shape Modeling and Analysis Open access

Qiujie Dong, Jiepeng Wang, Rui Xu, Cheng Lin, Yuan Liu, Shiqing Xin, +7 more

3

citations
HYVE: Hybrid Vertex Encoder for Neural Distance Fields
2026 IEEE Transactions on Visualization and Computer Graphics article Engineering 3D Shape Modeling and Analysis Open access

Stefan Rhys Jeske, Jonathan Klein, Dominik Ludewig Michels, Jan Bender

0

citations
Using numerical homogenization to determine the representative volume element size of paper
2023 PAMM article Engineering Composite Material Mechanics Open access

Greta Kloppenburg, Hagen Holthusen, Caterina Czibula, Ulrich Hirn, Jaan‐Willem Simon

9

citations
Handover Strategies for Emerging LEO, MEO, and HEO Satellite Networks
2024 IEEE Access article Engineering Satellite Communication Systems Open access cited by 1 patent

Andra M. Voicu, Abhipshito Bhattacharya, Marina Petrova

35

citations
Physics-Informed Neural Networks for the Reynolds Equation with Transient Cavitation Modeling
2024 Lubricants article Engineering Tribology and Lubrication Engineering Open access

Faras Brumand‐Poor, Florian Barlog, Nils Plückhahn, Matteo Thebelt, Niklas Bauer, Katharina Schmitz

16

citations
Transition between bipolar and abnormal bipolar resistive switching in amorphous oxides with a mobility edge
2021 Scientific Reports article Engineering Advanced Memory and Neural Computing Open access

Christiane Ader, Andreas Falkenstein, Manfred Martin

5

citations
3D Printed Tubulointerstitium Chip as an In Vitro Testing Platform
2023 Macromolecular Bioscience article Engineering 3D Printing in Biomedical Research Open access

Gabriele Addario, Daphne Eussen, Sonja Djudjaj, Peter Boor, Lorenzo Moroni, Carlos Mota

5

citations
A framework for vehicle tracking and fine-grained spatio-temporal statistical load estimation using an infrared traffic camera
2026 Measurement article Engineering Transport Systems and Technology Open access

Mohamed Kastouri, Pengfei Liu, Álvaro García

3

citations
MobileCrack: Object Classification in Asphalt Pavements Using an Adaptive Lightweight Deep Learning
2020 Journal of Transportation Engineering Part B Pavements article Engineering Infrastructure Maintenance and Monitoring

Yue Hou, Qiuhan Li, Qiang Han, Bo Peng, Linbing Wang, Xingyu Gu, +1 more

59

citations
A Unity Pipeline for Procedural Generation of Real-World and Synthetic Environments for Cycling Research
2026 RWTH Publications (RWTH Aachen) article Engineering Simulation and Modeling Applications Open access

Chinmay Srinivas, Heike Vallery, Nuria Pena-Perez

0

citations
Advanced gelatin-based vascularization bioinks for extrusion-based bioprinting of vascularized bone equivalents
2020 Scientific Reports article Engineering 3D Printing in Biomedical Research Open access

A. Leucht, Ann‐Cathrin Volz, Julia Rogal, Kirsten Borchers, Petra J. Kluger

124

citations
Continuous vs pulsatile arterial cannula flow for venoarterial extracorporeal membrane oxygenation: A multiscale computational fluid dynamics analysis
2026 Computer Methods and Programs in Biomedicine article Engineering Mechanical Circulatory Support Devices Open access

Avishka Wickramarachchi, Michael Neidlin, Mehrdad Khamooshi, Jessica Benitez Mendieta, Eric Lee-Jan Wu, John Francis Fraser, +1 more

2

citations
A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards
2021 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

Christian Knaak, Jakob von Eßen, Moritz Kröger, Frederic Schulze, Arnold Gillner

71

citations
Dragonfly‐Inspired Wing Design Enabled by Machine Learning and Maxwell's Reciprocal Diagrams
2023 Advanced Science article Engineering Topology Optimization in Engineering Open access

Hao Ran Zheng, Hossein Mofatteh, Márton Hablicsek, Abdolhamid Akbarzadeh, Masoud Akbarzadeh

20

citations
Neural networks vs. splines: advances in numerical extruder design
2023 Engineering With Computers article Engineering Topology Optimization in Engineering Open access

Jaewook Lee, Sebastian Hube, Stefanie Elgeti

3

citations
AI-driven autonomous adaptative feedback welding machine
2025 Welding in the World article Engineering Welding Techniques and Residual Stresses Open access

Benedikt von Querfurth, Shems-Eddine Belhout, Christian Knaak, Stefan Mann, Carlo Holly, Jonathan K. Tatman, +2 more

9

citations
PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models
2020 IEEE Transactions on Visualization and Computer Graphics article Engineering 3D Shape Modeling and Analysis Open access cited by 2 patents

Lin Gao, Lingxiao Zhang, Hsien-Yu Meng, Yihui Ren, Yu‐Kun Lai, Leif P. Kobbelt

55

citations
A machine‐learning supported multi‐scale LBM‐TPM model of unsaturated, anisotropic, and deformable porous materials
2023 International Journal for Numerical and Analytical Methods in Geomechanics article Engineering Soil and Unsaturated Flow Open access

Mohamad Chaaban, Yousef Heider, WaiChing Sun, Bernd A. Markert

21

citations
Modeling of equivalent strain in 2D cross-sections of open die forged components using neural networks
2024 Advances in Industrial and Manufacturing Engineering article Engineering Metal Forming Simulation Techniques Open access

Nikhil Vijay Jagtap, Niklas Reinisch, Rasul Abdusalamov, David Benjamin Bailly, Mikhail Itskov

1

citations
Neural Radiance Fields From Sparse RGB-D Images for High-Quality View Synthesis
2022 IEEE Transactions on Pattern Analysis and Machine Intelligence article Engineering 3D Shape Modeling and Analysis Open access cited by 1 patent

Yu-Jie Yuan, Yu‐Kun Lai, Yihua Huang, Leif P. Kobbelt, Lin Gao

28

citations