Page 93 - ESAM-1-1

Engineering Science in
Additive Manufacturing ML in additive manufacturing

Appendix A: (Continued)
Review title
Machine learning in polymer additive manufacturing: A review
A review of machine learning in additive manufacturing: design and process
Machine Learning in 3D and 4D Printing of Polymer Composites: A Review
Advancing Additive Manufacturing Through Machine Learning Techniques: A State-of-the-Art Review
A Systematic Review of Additive Manufacturing Solutions Using Machine Learning, Internet of Things, Big Data, Digital Twins and Blockchain
Technologies: A Technological Perspective Towards Sustainability
A review of machine learning (ML) and explainable artificial intelligence (XAI) methods in additive manufacturing (3D Printing)
Advances in materials and technologies for digital light processing 3D printing
Artificial Intelligence-Driven Innovations in Laser Processing of Metallic Materials
Year 2023
Recent developments and future trends in fatigue life assessment of additively manufactured metals with particular emphasis on machine learning
modeling
Application of artificial intelligence in 3D printing physical organ models
A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management
A review of machine learning techniques for process and performance optimization in laser beam powder bed fusion additive manufacturing
Role of Machine Learning in Additive Manufacturing of Titanium Alloys- A Review
Architectural 3D-Printed Structures Created Using Artificial Intelligence: A Review of Techniques and Applications
Machine learning and sensor-based approach for defect detection in MEX additive manufacturing process- A Review
A review of in situ monitoring and process control system in metal-based laser additive manufacturing
Application of Artificial Intelligence for Surface Roughness Prediction of Additively Manufactured Components
Control of grain structure, phases, and defects in additive manufacturing of high-performance metallic components
A review on the enhancement of failure mechanisms modeling in additively manufactured structures by machine learning
A review of the multi-dimensional application of machine learning to improve the integrated intelligence of laser powder bed fusion
On the application of in situ monitoring systems and machine learning algorithms for developing quality assurance platforms in laser powder bed
fusion: A review
A Survey of Image-Based Fault Monitoring in Additive Manufacturing: Recent Developments and Future Directions
Research and application of artificial intelligence techniques for wire arc additive manufacturing: a state-of-the-art review
Applications of machine learning in metal powder-bed fusion in-process monitoring and control: status and challenges
A systematic literature review on recent trends of machine learning applications in additive manufacturing
Using 3D printing as a research tool for materials discovery
Machine learning techniques for acoustic data processing in additive manufacturing in situ process monitoring: A review
Towards the next generation of machine learning models in additive manufacturing: A review of process dependent material evolution
Additively manufactured materials and structures: A state-of-the-art review on their mechanical characteristics and energy absorption
Modeling of wire-arc additive manufacturing- A review
Research challenges, quality control, and monitoring strategy for Wire Arc Additive Manufacturing
Forming accuracy improvement in wire arc additive manufacturing (WAAM): A review
Statistical methods for design and testing of 3D-printed polymers
Toward a smart wire arc additive manufacturing system: A review on current developments and a framework of digital twin
Design Optimization Method Based on Artificial Intelligence (Hybrid Method) for Repair and Restoration Using Additive Manufacturing
Technology
Review of Intelligence for Additive and Subtractive Manufacturing: Current Status and Future Prospects
Review on additive manufacturing and non-destructive testing
Non-destructive testing of metal-based additively manufactured parts and processes: a review
(Cont'd...)

Volume 1 Issue 1 (2025) 26 doi: 10.36922/ESAM025040004