[HTML][HTML] 3D printing of biodegradable polymers and their composites–Current state-of-the-art, properties, applications, and machine learning for potential future …
This review paper comprehensively examines the dynamic landscape of 3D printing and
Machine Learning utilizing biodegradable polymers and their composites, presenting a …
Machine Learning utilizing biodegradable polymers and their composites, presenting a …
A review of machine learning techniques for process and performance optimization in laser beam powder bed fusion additive manufacturing
Laser beam powder bed fusion (LB-PBF) is a widely-used metal additive manufacturing
process due to its high potential for fabrication flexibility and quality. Its process and …
process due to its high potential for fabrication flexibility and quality. Its process and …
Data-driven modeling of process, structure and property in additive manufacturing: A review and future directions
A thorough understanding of complex process-structure-property (PSP) relationships in
additive manufacturing (AM) has long been pursued due to its paramount importance in …
additive manufacturing (AM) has long been pursued due to its paramount importance in …
Prediction of the interpass temperature of a wire arc additive manufactured wall: FEM simulations and artificial neural network
FWC Farias, J da Cruz Payão Filho… - Additive Manufacturing, 2021 - Elsevier
Finite element method (FEM) simulations are a powerful tool for understanding the thermal–
metallurgical–mechanical effects of wire arc additive manufacturing (WAAM). Nonetheless …
metallurgical–mechanical effects of wire arc additive manufacturing (WAAM). Nonetheless …
Comparative analysis and experimental validation of statistical and machine learning-based regressors for modeling the surface roughness and mechanical …
I La Fé-Perdomo, JA Ramos-Grez, I Jeria… - Journal of Manufacturing …, 2022 - Elsevier
This article analyzes the surface roughness and mechanical properties of 316L samples
produced by Selective Laser Melting (SLM) through the application of statistical regression …
produced by Selective Laser Melting (SLM) through the application of statistical regression …
Machine learning in tissue engineering
JL Guo, M Januszyk, MT Longaker - Tissue Engineering Part A, 2023 - liebertpub.com
Machine learning (ML) and artificial intelligence have accelerated scientific discovery,
augmented clinical practice, and deepened fundamental understanding of many biological …
augmented clinical practice, and deepened fundamental understanding of many biological …
Influence of geometric defects on the compression behaviour of thin shell lattices fabricated by micro laser powder bed fusion
Micro laser powder bed fusion (μLPBF) is an additive manufacturing process enabling the
fabrication of thin-walled metallic shell lattices at the micrometre scale. With wall thicknesses …
fabrication of thin-walled metallic shell lattices at the micrometre scale. With wall thicknesses …
Geometric deviation and compensation for thin-walled shell lattice structures fabricated by high precision laser powder bed fusion
With the continuous improvement in the precision of the laser powder bed fusion (LPBF)
process, printing parts with highly complex geometries and fine details has been realized …
process, printing parts with highly complex geometries and fine details has been realized …
[HTML][HTML] High stiffness topology optimised lattice structures with increased toughness by porosity constraints
S Daynes - Materials & Design, 2023 - Elsevier
The stiffness and toughness of topology optimised structures containing lattices under three-
point bending is studied. A porosity constraint is introduced to control the proportion of lattice …
point bending is studied. A porosity constraint is introduced to control the proportion of lattice …
[HTML][HTML] The process planning for additive and subtractive hybrid manufacturing of powder bed fusion (PBF) process
Additive and subtractive hybrid manufacturing (ASHM) technology has attracted extensive
attention in industry and academia because of its vast design freedom and surface accuracy …
attention in industry and academia because of its vast design freedom and surface accuracy …