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Papers matching “network geometry” 123

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Metal halide coordination compounds with quinazolin-4(3 H )-one
2023 Acta Crystallographica Section E Crystallographic Communications article Chemistry Crystal structures of chemical compounds Open access

K. K. Turgunov, Ulli Englert

1

citations
Bridging the sim2real gap: Training deep neural networks for heliostat detection with purely synthetic data
2025 Solar Energy article Computer Science Advanced Neural Network Applications Open access

Rafal Broda, Alexander Schnerring, Dominik Schnaus, M. Nieslony, Julian J. Krauth, Marc Röger, +3 more

7

citations
Learning Direction Fields for Quad Mesh Generation
2021 Computer Graphics Forum article Computer Science Computational Geometry and Mesh Generation

Alexander Dielen, Isaak Lim, Max Lyon, Leif P. Kobbelt

13

citations
Topologically Interlocking Blocks Inside the Tetroctahedrille
2026 Nexus Network Journal article Mathematics Mathematics and Applications Open access

Reymond Akpanya, Tom Goertzen, Alice C. Niemeyer

3

citations
Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys
2026 Integrating materials and manufacturing innovation article Computer Science Advanced Neural Network Applications Open access

Angelos Theofilatos, Alexandre Viardin, László Sturz

1

citations
Conventional vs Video-Assisted Laryngoscopy for Perioperative Endotracheal Intubations
2026 JAMA Network Open article Medicine Airway Management and Intubation Techniques Open access

Benedikt Schmid, Linda Grüßer, Lukas Müller, Mária Wittmann, Achilles Delis, Tuğçe Dinç, +49 more

0

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
Investigating spatial heterogeneity within fracture networks using hierarchical clustering and graph distance metrics
2021 Solid Earth article Earth and Planetary Sciences Geological Modeling and Analysis Open access

Rahul Prabhakaran, Giovanni Bertotti, Janos Lajos Urai, David Smeulders

15

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

10

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
Taming Thiemann’s Hamiltonian constraint in canonical loop quantum gravity: Reversibility, eigenstates, and graph-change analysis
2025 Physical review. D/Physical review. D. article Physics and Astronomy Noncommutative and Quantum Gravity Theories Open access

Guillermo Antonio Mena Marugán, Markus Michael Müller, Francesca Vidotto

8

citations
CNT Microtubes with Entrapped Fe3O4 Nanoparticles Remove Micropollutants through a Heterogeneous Electro‐Fenton Process at Neutral pH
2021 Advanced Sustainable Systems article Environmental Science Advanced oxidation water treatment Open access cited by 1 patent

Mojtaba Mohseni, Kristof Demeestere, Gijs Du Laing, Süleyman Yüce, Robert Keller, Matthias Weßling

26

citations
Segmentation of the iliac crest from CT-data for virtual surgical planning of facial reconstruction surgery using deep learning
2025 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

Stefan Raith, Tobias Pankert, Srikrishna Jaganathan, Florian Peters, Mathias Wien, Frank Hölzle, +1 more

7

citations
Tackling multiphysics problems via finite element guided physics-informed operator learning
2026 Results in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Yusuke Yamazaki, Reza Najian Asl, Markus Apel, Mayu Muramatsu, Shahed Rezaei

2

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
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
Only strict saddles in the energy landscape of predictive coding networks? *
2025 Journal of Statistical Mechanics Theory and Experiment article Computer Science Neural Networks and Applications Open access

Francesco Innocenti, El Mehdi Achour, Ryan R. Singh, Christopher L. Buckley

1

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
Metamodelling of the Correlations of Preform and Part Performance for Preform Optimisation in Sheet Moulding Compound Processing
2020 Journal of Composites Science article Computer Science Advanced Multi-Objective Optimization Algorithms Open access cited by 1 patent

Christian Hopmann, Jonas Neuhaus, Kai Fischer, René Laschak Pinto Gonçalves

5

citations
Three-Dimensional Boron Nitride Networks in Polymer Composites: Fabrication Strategies and Thermal-Management Applications
2026 Energy Use article Materials Science Thermal properties of materials Open access

Xiaoyang Wang, Yue Lv, Tao Yang, Qingyu Yang, Jun Zhou, Kai Yang, +6 more

0

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
Hierarchically Structured and Tunable Hydrogel Patches: Design, Characterization, and Application
2024 Small article Biochemistry, Genetics and Molecular Biology Hydrogels: synthesis, properties, applications Open access

Lea Steinbeck, Richard Paul, Julia Litke, Isabel Karkoszka, G. Philip Wiese, John Linkhorst, +2 more

7

citations
Computationally efficient multi-objective optimization of an interior permanent magnet synchronous machine using neural networks
2025 Engineering Applications of Artificial Intelligence article Engineering Electric Motor Design and Analysis Open access

Mitja Garmut, Simon Steentjes, Martin Petrun

6

citations
A novel manufacturing process for testing and adhesive joining of full culm bamboo
2026 Proceedings of the Institution of Mechanical Engineers Part L Journal of Materials Design and Applications article Agricultural and Biological Sciences Bamboo properties and applications Open access

Yannic Windeln, Markus Schleser, Stephan Kallweit, Alexander Schwarz

0

citations