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Review on computational modeling of process–microstructure–property relationships in metal additive manufacturing
Metal additive manufacturing (AM) is an emerging technology with great potential for the
fabrication of components with highly complex shapes at low cost. Its broad implementation …
fabrication of components with highly complex shapes at low cost. Its broad implementation …
[HTML][HTML] A review of computational approaches to the microstructure-informed mechanical modelling of metals produced by powder bed fusion additive manufacturing
In the rapidly evolving field of additive manufacturing (AM), the predictability of part
properties is still challenging due to the inherent multiphysics complexity of the technology …
properties is still challenging due to the inherent multiphysics complexity of the technology …
[HTML][HTML] Implementation of nucleation in cellular automaton simulation of microstructural evolution during additive manufacturing of Al alloys
MS Mohebbi, V Ploshikhin - Additive Manufacturing, 2020 - Elsevier
In this work, a new approach is developed to integrate a particle-based (seed crystals)
nucleation mechanism into the Cellular Automata (CA) simulation of powder-bed laser beam …
nucleation mechanism into the Cellular Automata (CA) simulation of powder-bed laser beam …
Elastic properties of additively manufactured steel produced with different scan strategies
The current study reports the application of a novel integrated process-structure-property
approach in laser powder bed fusion (LPBF) additive manufacturing of stainless steel …
approach in laser powder bed fusion (LPBF) additive manufacturing of stainless steel …
Three-dimensional analysis of grain structure and texture of additively manufactured 316L austenitic stainless steel
This paper aims at an in-depth analysis of grain structure and texture of 316 L austenitic
stainless steel produced by the powder bed based additive manufacturing in three …
stainless steel produced by the powder bed based additive manufacturing in three …
A physics-informed convolutional neural network with custom loss functions for porosity prediction in laser metal deposition
Physics-informed machine learning is emerging through vast methodologies and in various
applications. This paper discovers physics-based custom loss functions as an …
applications. This paper discovers physics-based custom loss functions as an …
Micromechanical simulations of additively manufactured aluminum alloys
V Romanova, R Balokhonov, O Zinovieva… - Computers & …, 2021 - Elsevier
A computational approach to simulating the deformation response of additively
manufactured aluminum alloys is presented. A three-dimensional microstructure with the …
manufactured aluminum alloys is presented. A three-dimensional microstructure with the …
A physically-based computational approach for processing-microstructure-property linkage of materials additively manufactured by laser powder bed fusion
V Romanova, MS Mohebbi, E Dymnich… - International Journal of …, 2022 - Elsevier
A physically-based approach is proposed for evaluating the microstructure-to-property
linkage of AlSi10Mg produced by Laser Powder Bed Fusion (L-PBF). The approach includes …
linkage of AlSi10Mg produced by Laser Powder Bed Fusion (L-PBF). The approach includes …
Thermal analysis and phase transformation behaviour during additive manufacturing of Ti–6Al–4V alloy
Despite the fact that the additive manufacturing (AM) technique has been established for
almost two decades, its optimisation is still performed by trial and error experimentation. In …
almost two decades, its optimisation is still performed by trial and error experimentation. In …
[HTML][HTML] Simulation of primary particle development and their impact on microstructural evolution of sc-modified aluminum alloys during additive manufacturing
MS Mohebbi, V Ploshikhin - Metals, 2021 - mdpi.com
The microstructures of additively manufactured Sc-and Zr-modified aluminum alloys are
significantly influenced by the nucleation role of solid intermetallic particles in undercooled …
significantly influenced by the nucleation role of solid intermetallic particles in undercooled …