Deep learning characterization of surface defects in the selective laser melting process

A double-layer attention based adversarial network for partial transfer learning in machinery fault diagnosis

(2021) Yafei Deng et al.   COMPUTERS IN INDUSTRY

Deep-learning-based retrieval of piping component catalogs for plant 3D CAD model reconstruction

(2020) Hyungki Kim et al.   COMPUTERS IN INDUSTRY

A deep reinforcement learning based multi-criteria decision support system for optimizing textile chemical process

(2020) Zhenglei He et al.   COMPUTERS IN INDUSTRY

Stable and explainable deep learning damage prediction for prismatic cantilever steel beam

(2020) Darian M. Onchis et al.   COMPUTERS IN INDUSTRY

Generalizing semi-supervised generative adversarial networks to regression using feature contrasting

(2019) Greg Olmschenk et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Exploiting Unlabeled Data in CNNs by Self-Supervised Learning to Rank

(2019) Xialei Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Development of Micro Selective Laser Melting: The State of the Art and Future Perspectives

(2019) Balasubramanian Nagarajan et al.   Engineering

Whale counting in satellite and aerial images with deep learning

(2019) Emilio Guirado et al.   Scientific Reports

DSPNet: Deep scale purifier network for dense crowd counting

(2019) Xin Zeng et al.   EXPERT SYSTEMS WITH APPLICATIONS

Convolutional-Neural Network-Based Image Crowd Counting: Review, Categorization, Analysis, and Performance Evaluation

(2019) Naveed Ilyas et al.   SENSORS

Defect detection in selective laser melting technology by acoustic signals with deep belief networks

(2018) Dongsen Ye et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

In situ X-ray imaging of defect and molten pool dynamics in laser additive manufacturing

(2018) Chu Lun Alex Leung et al.   Nature Communications

Extraction and evaluation of melt pool, plume and spatter information for powder-bed fusion AM process monitoring

(2018) Yingjie Zhang et al.   MATERIALS & DESIGN

U-Net: deep learning for cell counting, detection, and morphometry

(2018) Thorsten Falk et al.   NATURE METHODS

The effect of powder oxidation on defect formation in laser additive manufacturing

(2018) Chu Lun Alex Leung et al.   ACTA MATERIALIA

Quantifying Geometric Accuracy With Unsupervised Machine Learning: Using Self-Organizing Map on Fused Filament Fabrication Additive Manufacturing Parts

(2017) Mojtaba Khanzadeh et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Fast crowd density estimation with convolutional neural networks

(2015) Min Fu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE