Latest Research in Advanced Neural Network Applications

Top Research Topics in Advanced Neural Network Applications

• Industrial Vision Systems and Defect Detection — 6 papers
• Advanced Neural Network Applications — 2 papers
• Ultrasonics and Acoustic Wave Propagation — 2 papers
• Computer Vision and Pattern Recognition — 2 papers
• Advanced Sensor and Energy Harvesting Materials — 1 papers
• Injection Molding Process and Properties — 1 papers
• Welding Techniques and Residual Stresses — 1 papers
• Anomaly Detection Techniques and Applications — 1 papers

Highest-Cited Papers

1. YOLOv13-ADR: An Adaptive Deformable Convolution and Neighborhood-Aware Recombination Network for Wind Turbine Blade Defect Detection
2. Rendering Synthetic Defects for Learning‐Based Industrial Inspection
3. Classical Computer Vision for Automated Quality Inspection: A Reproducible Study Integrating SPC and Process Capability
4. Classical Computer Vision for Automated Quality Inspection: A Reproducible Study Integrating SPC and Process Capability
5. Pseudo defect guided meta calibration for few shot industrial defect segmentation
6. Intelligent defect detection in composite materials: the role of deep learning and machine learning fusion
7. A Defect Detection Method for Functional Membranes in Flexible Sensors for Vibration Monitoring During Glass Substrate Transfer
8. Evaluation of different defect-inspection setups for injection molding parts based on the deep learning method
9. LDU-Bench: Multimodal LLM Evaluation for Lithography Defect Understanding under Layout-Varying Circuit Backgrounds
10. RAD: A Dataset and Benchmark for Real-Life Anomaly Detection with Robotic Observations
11. TIG welding defect detection using ResNet and Random Forest
12. TAD-YOLO11n: A Lightweight Network with Multiscale Feature Enhancement for Steel Surface Defect Inspection
13. An adaptive perception-based identification method for disturbed EMAT defect echoes
14. High-Fidelity Reconstruction and Metrology Model for Defects Based on Physical Priors and Adaptive Morphology
15. Vision-Based Reconstruction of Electrical Schematics from Printed Circuit Board Photographs
16. Enhancing PatchCore with Dynamic Scaling and Vision–Language Models for Explainable Industrial Defect Inspection