
IS04 - Data-driven Simulation for AM I
Main Organizer: Prof. Henning Wessels ( TU Braunschweig , Germany )
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
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Towards neuronal network enhanced finite element simulations in additive manufacturing
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A data-driven framework for supporting experts with explainable process-structure linkages in metal additive manufacturing
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GAN Enables Microstructure Monitoring for Additive Manufacturing of Complex Structures
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Data-driven and Physics-based Modelling to Predict Process Behaviour and Deposit Geometry for Friction Surfacing under Different Environmental Conditions
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Property Tailoring using Powder Bed Fusion: Simulation-based and Data-driven Techniques