标题
A review on machine learning in 3D printing: applications, potential, and challenges
作者
关键词
-
出版物
ARTIFICIAL INTELLIGENCE REVIEW
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-07-17
DOI
10.1007/s10462-020-09876-9
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Improving surface finish quality in extrusion-based 3D concrete printing using machine learning-based extrudate geometry control
- (2020) Wenxin Lao et al. Virtual and Physical Prototyping
- Machine learning for continuous liquid interface production: Printing speed modelling
- (2019) Haiyang He et al. JOURNAL OF MANUFACTURING SYSTEMS
- Deep learning–based stress prediction for bottom-up SLA 3D printing process
- (2019) Aditya Khadilkar et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- From in-situ monitoring toward high-throughput process control: cost-driven decision-making framework for laser-based additive manufacturing
- (2019) Ruholla Jafari-Marandi et al. JOURNAL OF MANUFACTURING SYSTEMS
- Influence of re-melting on surface roughness and porosity of AlSi10Mg parts fabricated by selective laser melting
- (2019) Wenhui Yu et al. JOURNAL OF ALLOYS AND COMPOUNDS
- Design Repository Effectiveness for 3D Convolutional Neural Networks: Application to Additive Manufacturing (DETC2019-97535)
- (2019) Glen Williams et al. JOURNAL OF MECHANICAL DESIGN
- Particle-reinforced metal matrix nanocomposites fabricated by selective laser melting: A state of the art review
- (2019) W.H. Yu et al. PROGRESS IN MATERIALS SCIENCE
- Prediction of surface roughness in extrusion-based additive manufacturing with machine learning
- (2019) Zhixiong Li et al. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING
- Optimization of Silicone 3D Printing with Hierarchical Machine Learning
- (2019) Aditya Menon et al. 3D Printing and Additive Manufacturing
- Data-Driven Microstructure and Microhardness Design in Additive Manufacturing Using a Self-Organizing Map
- (2019) Zhengtao Gan et al. Engineering
- Applying Neural-Network-Based Machine Learning to Additive Manufacturing: Current Applications, Challenges, and Future Perspectives
- (2019) Xinbo Qi et al. Engineering
- Methods for Rapid Pore Classification in Metal Additive Manufacturing
- (2019) Robert Snell et al. JOM
- Laser 3D printed bio-inspired impact resistant structure: failure mechanism under compressive loading
- (2019) Jiankai Yang et al. Virtual and Physical Prototyping
- Multi-objective optimisation of bio-inspired lightweight sandwich structures based on selective laser melting
- (2019) Liang Meng et al. Virtual and Physical Prototyping
- Microstructure modelling for metallic additive manufacturing: a review
- (2019) Joel Heang Kuan Tan et al. Virtual and Physical Prototyping
- Microstructure evolution and mechanical property response via 3D printing parameter development of Al–Sc alloy
- (2019) C. N. Kuo et al. Virtual and Physical Prototyping
- An optimization method for multi-objective and multi-factor designing of a ceramic slurry: Combining orthogonal experimental design with artificial neural networks
- (2018) Lina Deng et al. CERAMICS INTERNATIONAL
- Dynamic thermomechanical modeling and simulation of the design of rapid free-form 3D printing processes with evolutionary machine learning
- (2018) T.I. Zohdi COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- The potential for machine learning algorithms to improve and reduce the cost of 3-dimensional printing for surgical planning
- (2018) Trevor J. Huff et al. Expert Review of Medical Devices
- Porosity prediction: Supervised-learning of thermal history for direct laser deposition
- (2018) Mojtaba Khanzadeh et al. JOURNAL OF MANUFACTURING SYSTEMS
- Microstructural defects induced by stereolithography and related compressive behaviour of polymers
- (2018) Tao Liu et al. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY
- CT image segmentation methods for bone used in medical additive manufacturing
- (2018) Maureen van Eijnatten et al. MEDICAL ENGINEERING & PHYSICS
- Laser Direct Metal Deposition of 2024 Al Alloy: Trace Geometry Prediction via Machine Learning
- (2018) Fabrizia Caiazzo et al. Materials
- Anti-3D Weapon Model Detection for Safe 3D Printing Based on Convolutional Neural Networks and D2 Shape Distribution
- (2018) Giao Pham et al. Symmetry-Basel
- Extraction and evaluation of melt pool, plume and spatter information for powder-bed fusion AM process monitoring
- (2018) Yingjie Zhang et al. MATERIALS & DESIGN
- Selective laser melting of titanium alloy with 50 wt% tantalum: Effect of laser process parameters on part quality
- (2018) Swee Leong Sing et al. INTERNATIONAL JOURNAL OF REFRACTORY METALS & HARD MATERIALS
- In situ monitoring of selective laser melting using plume and spatter signatures by deep belief networks
- (2018) Dongsen Ye et al. ISA TRANSACTIONS
- Bioinspired hierarchical composite design using machine learning: simulation, additive manufacturing, and experiment
- (2018) Grace X. Gu et al. Materials Horizons
- Machine-Learning-Based Monitoring of Laser Powder Bed Fusion
- (2018) Bodi Yuan et al. Advanced Materials Technologies
- In Situ Quality Monitoring in AM Using Acoustic Emission: A Reinforcement Learning Approach
- (2018) K. Wasmer et al. JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE
- Knowledge-Based Design of Artificial Neural Network Topology for Additive Manufacturing Process Modeling: A New Approach and Case Study for Fused Deposition Modeling
- (2018) Hari P. N. Nagarajan et al. JOURNAL OF MECHANICAL DESIGN
- Experimental study of the process failure diagnosis in additive manufacturing based on acoustic emission
- (2018) Haixi Wu et al. MEASUREMENT
- Detecting cyber-physical attacks in CyberManufacturing systems with machine learning methods
- (2017) Mingtao Wu et al. JOURNAL OF INTELLIGENT MANUFACTURING
- A hybrid machine learning approach for additive manufacturing design feature recommendation
- (2017) Xiling Yao et al. RAPID PROTOTYPING JOURNAL
- Real-time monitoring of laser powder bed fusion process using high-speed X-ray imaging and diffraction
- (2017) Cang Zhao et al. Scientific Reports
- Optimal design of a 3D-printed scaffold using intelligent evolutionary algorithms
- (2016) Mitra Asadi-Eydivand et al. APPLIED SOFT COMPUTING
- Towards an automated robotic arc-welding-based additive manufacturing system from CAD to finished part
- (2016) Donghong Ding et al. COMPUTER-AIDED DESIGN
- Analytical modelling of residual stress in additive manufacturing
- (2016) O Fergani et al. FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES
- In situ morphology-based defect detection of selective laser melting through inline coherent imaging
- (2016) Jordan A. Kanko et al. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY
- X-ray computed tomography for additive manufacturing: a review
- (2016) A Thompson et al. MEASUREMENT SCIENCE and TECHNOLOGY
- Experimental study on the 3D-printed plastic parts and predicting the mechanical properties using artificial neural networks
- (2016) Ömer Bayraktar et al. POLYMERS FOR ADVANCED TECHNOLOGIES
- Bead modelling and implementation of adaptive MAT path in wire and arc additive manufacturing
- (2016) Donghong Ding et al. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING
- Review of in-situ process monitoring and in-situ metrology for metal additive manufacturing
- (2016) Sarah K. Everton et al. MATERIALS & DESIGN
- Perceptual models of preference in 3D printing direction
- (2015) Xiaoting Zhang et al. ACM TRANSACTIONS ON GRAPHICS
- Customized production based on distributed 3D printing services in cloud manufacturing
- (2015) Jingeng Mai et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- A Review on Process Monitoring and Control in Metal-Based Additive Manufacturing
- (2014) Gustavo Tapia et al. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME
- Dimensional accuracy improvement of FDM square cross-section parts using artificial neural networks and an optimization algorithm
- (2013) A. Noriega et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Development of a design feature database to support design for additive manufacturing
- (2012) Shajahan Bin Maidin et al. ASSEMBLY AUTOMATION
- Bead geometry prediction for robotic GMAW-based rapid manufacturing through a neural network and a second-order regression analysis
- (2012) Jun Xiong et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Experimental investigation and empirical modelling of FDM process for compressive strength improvement
- (2011) Anoop K. Sood et al. Journal of Advanced Research
- Neural-network-based model for build-time estimation in selective laser sintering
- (2009) J Munguía et al. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE
- Parametric appraisal of fused deposition modelling process using the grey Taguchi method
- (2009) A K Sood et al. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE
- Automated bony region identification using artificial neural networks: reliability and validation measurements
- (2008) Esther E. Gassman et al. SKELETAL RADIOLOGY
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started