Precise localization and semantic segmentation detection of printing conditions in fused filament fabrication technologies using machine learning

A deep-learned skin sensor decoding the epicentral human motions

(2020) Kyun Kyu Kim et al.   Nature Communications

Machines as Craftsmen: Localized Parameter Setting Optimization for Fused Filament Fabrication 3D Printing

(2019) John M. Gardner et al.   Advanced Materials Technologies

In-situ monitoring of the deformation during Fused Deposition Modeling process using CGS method

(2019) Jiaqiang Li et al.   POLYMER TESTING

Voxelated soft matter via multimaterial multinozzle 3D printing

(2019) Mark A. Skylar-Scott et al.   NATURE

Methods for interpreting and understanding deep neural networks

(2018) Grégoire Montavon et al.   DIGITAL SIGNAL PROCESSING

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Warpage of FDM parts: Experimental tests and analytic model

(2018) Antonio Armillotta et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Bioinspired hierarchical composite design using machine learning: simulation, additive manufacturing, and experiment

(2018) Grace X. Gu et al.   Materials Horizons

Process parameters tuning and online re-slicing for robotized additive manufacturing of big plastic objects

(2018) Lara Rebaioli et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Real-time FDM machine condition monitoring and diagnosis based on acoustic emission and hidden semi-Markov model

(2016) Haixi Wu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Cloud-Based Automated Design and Additive Manufacturing: A Usage Data-Enabled Paradigm Shift

(2015) Dirk Lehmhus et al.   SENSORS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION