Page 94 - ESAM-1-1

Engineering Science in
Additive Manufacturing ML in additive manufacturing

Appendix A: (Continued)
Review title
Advanced solid-state welding based on computational manufacturing using the additive manufacturing process
Recent developments in the application of machine learning towards accelerated predictive multiscale design and additive manufacturing
Machine learning techniques in additive manufacturing: A state of the art review on design, processes and production control
Year 2022
A Synergic Approach of Deep Learning Towards Digital Additive Manufacturing: A Review
Exploring Machine Learning-Based Fault Monitoring for Polymer-Based Additive Manufacturing: Challenges and Opportunities
State-of-the-Art Review of Machine Learning Applications in Additive Manufacturing; from Design to Manufacturing and Property Control
Computational AI models in VAT photopolymerization: a review, current trends, open issues, and future opportunities
Metal-Based Additive Manufacturing Condition Monitoring: A Review on Machine Learning Based Approaches
Incorporation of machine learning in additive manufacturing: a review
Modeling and simulation of metal selective laser melting process: a critical review
Polishing of additive manufactured metallic components: retrospect on existing methods and future prospects
Data-driven modeling of process, structure, and property in additive manufacturing: A review and future directions
Convolutional Neural Network Applications in additive manufacturing: A review
Research and application of machine learning for additive manufacturing
Mechanistic artificial intelligence (mechanistic-AI) for modeling, design, and control of advanced manufacturing processes: Current state and
perspectives
Optimized 3D Bioprinting Technology Based on Machine Learning: A Review of Recent Trends and Advances
Machine learning algorithms for defect detection in metal laser-based additive manufacturing: A review
Directed Energy Deposition via Artificial Intelligence-Enabled Approaches
Recent advances in laser-cladding of metal alloys for protective coating and additive manufacturing
Understanding laser-metal interaction in selective laser melting additive manufacturing through numerical modeling and simulation: a review
Process modeling in laser powder bed fusion towards defect detection and quality control via machine learning: The state-of-the-art and research
challenges
Machine learning for metal additive manufacturing: Towards a physics-informed data-driven paradigm
Advanced processing of 3D printed biocomposite materials using artificial intelligence
Computational modeling of process-structure-property-performance relationships in metal additive manufacturing: a review
Year 2021
Applications of machine learning in process monitoring and controls of pdf additive manufacturing: A review
Addressing the challenges in remanufacturing by laser-based material deposition techniques
Exploration of the Underlying Space in Microscopic Images via Deep Learning for Additively Manufactured Piezoceramics
Review on intelligent monitoring of defects and process control of selective laser melting additive manufacturing
Applications of artificial intelligence and machine learning in metal additive manufacturing
In situ monitoring methods for selective laser melting additive manufacturing process based on images – A review
On the digital twin application and the role of artificial intelligence in additive manufacturing: A systematic review
Defect inspection technologies for additive manufacturing
Towards machine learning for error compensation in additive manufacturing
Mechanistic models for additive manufacturing of metallic components
Perspectives of using machine learning in laser powder bed fusion for metal additive manufacturing
Artificial neural network algorithms for 3D printing
3D-printed multifunctional materials enabled by artificial-intelligence-assisted fabrication technologies
Metallurgy, mechanistic models and machine learning in metal printing
Data‐Driven Approaches Toward Smarter Additive Manufacturing
(Cont'd...)

Volume 1 Issue 1 (2025) 27 doi: 10.36922/ESAM025040004