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IS04 - Data-driven Simulation for AM I
Corresponding Organizer: Prof. Henning Wessels (TU Braunschweig)
Chaired by:
Prof. Henning Wessels (TU Braunschweig , Germany)
Prof. Henning Wessels (TU Braunschweig , Germany)
Scheduled presentations:
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Keynote
Scientific Machine Learning for Affordable High-Fidelity Simulations of Metal Additive Manufacturing
E. Hosseini*, P. Gh Ghanbari, J. Tang -
Towards neuronal network enhanced finite element simulations in additive manufacturing
C. Behrens*, V. Ploshikhin -
A data-driven framework for supporting experts with explainable process-structure linkages in metal additive manufacturing
M. Ackermann*, C. Haase -
GAN Enables Microstructure Monitoring for Additive Manufacturing of Complex Structures
H. Wessels*, A. Henkes, L. Herrmann, S. Kollmannsberger -
Data-driven and Physics-based Modelling to Predict Process Behaviour and Deposit Geometry for Friction Surfacing under Different Environmental Conditions
F. Bock*, Z. Kallien, N. Huber, B. Klusemann -
Property Tailoring using Powder Bed Fusion: Simulation-based and Data-driven Techniques
Y. Yang*, B. Lin, B. Xu