[HTML][HTML] Big data, machine learning, and digital twin assisted additive manufacturing: A review

L **, X Zhai, K Wang, K Zhang, D Wu, A Nazir, J Jiang… - Materials & Design, 2024 - Elsevier
Additive manufacturing (AM) has undergone significant development over the past decades,
resulting in vast amounts of data that carry valuable information. Numerous research studies …

[HTML][HTML] Post-processing of additively manufactured metallic alloys–A review

A Malakizadi, D Mallipeddi, S Dadbakhsh… - International Journal of …, 2022 - Elsevier
Additive manufacturing (AM) is characterised by several unique advantages, such as
(freedom of) design, capability of fusing dissimilar materials, near-net-shape, and achieving …

[HTML][HTML] Machine learning-assisted in-situ adaptive strategies for the control of defects and anomalies in metal additive manufacturing

DR Gunasegaram, AS Barnard, MJ Matthews… - Additive …, 2024 - Elsevier
In metal additive manufacturing (AM), the material microstructure and part geometry are
formed incrementally. Consequently, the resulting part could be defect-and anomaly-free if …

[HTML][HTML] Understanding the mechanism of columnar–to-equiaxed transition and grain refinement in additively manufactured steel during laser powder bed fusion

VPN Samy, M Schäfle, F Brasche, U Krupp… - Additive Manufacturing, 2023 - Elsevier
Controlling the columnar-to-equiaxed transition (CET) is one of the key mechanisms to
design microstructures in additively manufactured metals. Nanoparticles are effective sites …

Modeling of hierarchical solidification microstructures in metal additive manufacturing: Challenges and opportunities

S Ghosh, J Zollinger, M Zaloznik, D Banerjee… - Additive …, 2023 - Elsevier
Metal-based additive manufacturing (AM) processes often produce parts with improved
properties compared to conventional manufacturing and metal working routes. However …

Computational modelling of process–structure–property–performance relationships in metal additive manufacturing: A review

SM Hashemi, S Parvizi… - International …, 2022 - journals.sagepub.com
In the current review, an exceptional view on the multi-scale integrated computational
modelling and data-driven methods in the Additive manufacturing (AM) of metallic materials …

[HTML][HTML] In-situ synchrotron X-ray analysis of metal Additive Manufacturing: Current state, opportunities and challenges

C Ioannidou, HH König, N Semjatov, U Ackelid… - Materials & Design, 2022 - Elsevier
Additive Manufacturing (AM) is becoming an important technology for manufacturing of
metallic materials. Laser-Powder Bed Fusion (L-PBF), Electron beam-Powder Bed Fusion (E …

Exploring chemistry and additive manufacturing design spaces: a perspective on computationally-guided design of printable alloys

S Sheikh, B Vela, V Attari, X Huang… - Materials Research …, 2024 - Taylor & Francis
Additive manufacturing (AM), especially Laser Powder-Bed Fusion (L-PBF), provides alloys
with unique properties, but faces printability challenges like porosity and cracks. To address …

A short review on the corrosion behaviour of wire and arc additive manufactured materials

DA Marques, JP Oliveira, AC Baptista - Metals, 2023 - mdpi.com
Wire and Arc Additive Manufacturing (WAAM) is a deposition rate process for the creation
and/or repair of large structural metallic components. The non-equilibrium heating and …

Vision on metal additive manufacturing: Developments, challenges and future trends

A Bernard, JP Kruth, J Cao, G Lanza, S Bruschi… - CIRP Journal of …, 2023 - Elsevier
Additive Manufacturing (AM) is one of the innovative technologies to fabricate components,
parts, assemblies or tools in various fields of application due to its main characteristics such …