Simulation of powder bed metal additive manufacturing microstructures with coupled finite difference-Monte Carlo method

TM Rodgers, D Moser, F Abdeljawad… - Additive …, 2021 - Elsevier
Grain-scale microstructure evolution during additive manufacturing is a complex physical
process. As with traditional solidification methods of material processing (eg casting and …

[HTML][HTML] Effect of printing direction and thickness on the mechanical behavior of SLM fabricated Hastelloy-X

CM Pilgar, AM Fernandez, S Lucarini… - International Journal of …, 2022 - Elsevier
An FFT based polycrystalline homogenization framework is used to predict the temperature-
dependent response of SLM parts fabricated in Hastelloy-X, and to ascertain the origin of the …

[PDF][PDF] A short and technical review on lattice structures produced by additive manufacturing

MT Özdemir, ME Korkmaz - Prabha Materials Science Letters, 2023 - researchgate.net
Additive manufacturing (AM), which has only relatively recently emerged as one of the most
significant sectors, is currently the subject of a great number of research investigations. In …

Creep anisotropy modeling and uncertainty quantification of an additively manufactured Ni-based superalloy

P Fernandez-Zelaia, Y Lee, S Dryepondt… - International Journal of …, 2022 - Elsevier
The advantages offered by additive manufacturing over traditional processes has driven a
great deal of industrial and academic interest in recent years. However, the process is …

GrainNN: A neighbor-aware long short-term memory network for predicting microstructure evolution during polycrystalline grain formation

Y Qin, S DeWitt, B Radhakrishnan, G Biros - Computational Materials …, 2023 - Elsevier
High fidelity simulations of grain formation in alloys are an indispensable tool for process-to-
mechanical-properties characterization. Such simulations, however, can be computationally …

Improved grain structure prediction in metal additive manufacturing using a dynamic kinetic Monte Carlo framework

S Sunny, H Yu, R Mathews, A Malik, W Li - Additive Manufacturing, 2021 - Elsevier
This work describes a Dynamic Kinetic Monte Carlo numerical modeling framework that can
predict the microstructure of metals during powder bed fusion (PBF) and directed energy …

The microstructural evolution and mechanical response of laser direct energy deposition Inconel 718 alloy based on simulation and experimental methods

G Meng, Y Gong, J Zhang, J Zhao - Engineering Failure Analysis, 2024 - Elsevier
During laser directed energy deposition (LDED), the complex microstructure created by
multiple rapid heating and cooling cycles results in the uneven performance of the parts …

[HTML][HTML] Developing a best practice for sample preparation of additive manufactured AlSi10Mg for electron backscatter diffraction analysis

E Maleki, S Bagherifard, L Rovatti, RM Ishola… - Additive Manufacturing …, 2023 - Elsevier
Microstructural characterization has a key role in analyzing the properties of additive
manufactured materials. Electron backscatter diffraction (EBSD) can offer a unique set of …

Mechanical behavior predictions of additively manufactured microstructures using functional Gaussian process surrogates

R Saunders, C Butler, J Michopoulos… - npj Computational …, 2021 - nature.com
Relational linkages connecting process, structure, and properties are some of the most
sought after goals in additive manufacturing (AM). This is desired especially because the …

Modelling of microstructure formation in metal additive manufacturing: Recent progress, research gaps and perspectives

DR Gunasegaram, I Steinbach - Metals, 2021 - mdpi.com
Microstructures encountered in the various metal additive manufacturing (AM) processes are
unique because these form under rapid solidification conditions not frequently experienced …