Review on computational modeling of process–microstructure–property relationships in metal additive manufacturing

T Gatsos, KA Elsayed, Y Zhai, DA Lados - Jom, 2020 - Springer
… Metal additive manufacturing (AM) is an emerging … Current research indicates that
computational modeling of the … expensive material/component manufacturing, while …

A review of computational modeling in powder-based additive manufacturing for metallic part qualification

J Liu, B Jalalahmadi, YB Guo, MP Sealy… - Rapid Prototyping …, 2018 - emerald.com
… summarizes the existing powder-based fusion computational models and their feasibility
in AM processes through discrete aspects, including process and microstructure modeling. …

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

SM Hashemi, S Parvizi… - International …, 2022 - journals.sagepub.com
… develop predictive computational models/simulations through understanding the physics of
the process, evolution of heat, and phase transformations [2,4,51]. A computational approach …

Powder-spreading mechanisms in powder-bed-based additive manufacturing: Experiments and computational modeling

H Chen, Q Wei, Y Zhang, F Chen, Y Shi, W Yan - Acta Materialia, 2019 - Elsevier
… via powder-bed-based (PBB) additive manufacturing. This paper presents a combined
experimental and computational modeling study on the scraping type of powder-spreading …

A comparative study of machine learning methods for computational modeling of the selective laser melting additive manufacturing process

S Chaudhry, A Soulaïmani - Applied Sciences, 2022 - mdpi.com
Selective laser melting (SLM) is a metal-based additive manufacturing (AM) technique.
Many factors contribute to the output quality of SLM, particularly the machine and material …

Computational modeling of residual stress formation during the electron beam melting process for Inconel 718

P Prabhakar, WJ Sames, R Dehoff, SS Babu - Additive Manufacturing, 2015 - Elsevier
… In this paper, a computational modeling approach to simulate the EBM process within an
Arcam machine is developed. A layer-by-layer model is constructed, and thermal and stress …

Modeling of additive manufacturing processes for metals: Challenges and opportunities

MM Francois, A Sun, WE King, NJ Henson… - Current Opinion in Solid …, 2017 - Elsevier
… Current modeling and simulation tools used to simulate materials processing are being
extended to model additive manufacturing. Models are needed at multiple length scales to …

Toward an integrated computational system for describing the additive manufacturing process for metallic materials

R Martukanitz, P Michaleris, T Palmer, T DebRoy… - … Manufacturing, 2014 - Elsevier
… an integrated computational system for simulating additive manufacturing of metallic … at
the computational intensive components, which include the process and material models. The …

Uncertainty propagation analysis of computational models in laser powder bed fusion additive manufacturing using polynomial chaos expansions

G Tapia, W King, L Johnson… - … of Manufacturing …, 2018 - asmedigitalcollection.asme.org
Computational models for simulating physical phenomena during laser-based powder
bed fusion additive manufacturing (L-PBF AM) processes are essential for enhancing our …

Advances in computational modeling for laser powder bed fusion additive manufacturing: A comprehensive review of finite element techniques and strategies

D Sarkar, A Kapil, A Sharma - Additive Manufacturing, 2024 - Elsevier
… the ongoing evolution of LPBF modeling and its potential applications, offering a glimpse
into the advancements that can shape the future of additive manufacturing. Finally, Section 7 …