[HTML][HTML] Holistic computational design within additive manufacturing through topology optimization combined with multiphysics multi-scale materials and process …
Additive manufacturing (AM) processes have proven to be a perfect match for topology
optimization (TO), as they are able to realize sophisticated geometries in a unique layer-by …
optimization (TO), as they are able to realize sophisticated geometries in a unique layer-by …
Mechanistic artificial intelligence (mechanistic-AI) for modeling, design, and control of advanced manufacturing processes: Current state and perspectives
Today's manufacturing processes are pushed to their limits to generate products with ever-
increasing quality at low costs. A prominent hurdle on this path arises from the multiscale …
increasing quality at low costs. A prominent hurdle on this path arises from the multiscale …
Phase-field study of the history-effect of remelted microstructures on nucleation during additive manufacturing of ni-based superalloys
In the current work we employ multi-phase-field simulations to understand the effect of
remelting on microstructure evolution, especially on nucleation of new grains during …
remelting on microstructure evolution, especially on nucleation of new grains during …
The thermodynamics of non-equilibrium interfaces during phase transformations in concentrated multicomponent alloys
A unified thermodynamic description of moving non-equilibrium interfaces is developed for
both solid/solid and solid/liquid transformations. The theory is applicable to concentrated …
both solid/solid and solid/liquid transformations. The theory is applicable to concentrated …
Physics-based thermal-chemical-fluid-microstructure modelling of in-situ alloying using additive manufacturing: Composition-microstructure control
Nucleation and grain growth during metal additive manufacturing (AM) still remain
debatable since the nature of rapid melting and solidification induced by laser-powder …
debatable since the nature of rapid melting and solidification induced by laser-powder …
Solidification of the Ni-based superalloy CMSX-4 simulated with full complexity in 3-dimensions
In this work, we present phase-field (PF) simulations directly coupled to thermodynamic and
kinetic databases in three dimensions. The direct coupling allows consideration of the full …
kinetic databases in three dimensions. The direct coupling allows consideration of the full …
Best practices for machine learning strategies aimed at process parameter development in powder bed fusion additive manufacturing
The process parameters used for building a part utilizing the powder-bed fusion (PBF)
additive manufacturing (AM) system have a direct influence on the quality—and therefore …
additive manufacturing (AM) system have a direct influence on the quality—and therefore …
3D multi-track and multi-layer epitaxy grain growth simulations of selective laser melting
An integrated simulation framework consisting of the 3D finite element method and 3D
cellular automaton method is presented for simulating the multi-track and multi-layer …
cellular automaton method is presented for simulating the multi-track and multi-layer …
A Phase-Field Model for In-Space Manufacturing of Binary Alloys
The integrity of the final printed components is mostly dictated by the adhesion between the
particles and phases that form upon solidification, which is a major problem in printing …
particles and phases that form upon solidification, which is a major problem in printing …
Predicting and correlating melt pool characteristics with processing parameters in IN625 powder bed fusion additive manufacturing
M Abdelmoula, W Musinski - Journal of Manufacturing Processes, 2024 - Elsevier
Predicting the melt pool's various characteristics and developing a reliable correlation
between these melt pool characteristics and powder bed fusion (PBF) process parameters is …
between these melt pool characteristics and powder bed fusion (PBF) process parameters is …