
IS07B Data-Driven Modeling and Design of Additively Manufactured Materials and Structures II
Main Organizer:
Prof.
Markus Kästner
(
TU Dresden
, Germany
)
Chaired by:
Prof. Julia Hufenbach (Leibniz Institute for Solid State and Materials Research & TU Bergakademie Freiberg , Germany) , Ms. Ulrike Gebhardt (TUD Dresden University of Technology , Germany)
Prof. Julia Hufenbach (Leibniz Institute for Solid State and Materials Research & TU Bergakademie Freiberg , Germany) , Ms. Ulrike Gebhardt (TUD Dresden University of Technology , Germany)
Scheduled presentations:
-
Physics-aware Machine Learning Surrogates for Digital Twin Architectures of an L/DED-W Additive Manufacturing Process
-
Efficient inverse design of architected materials
-
NN-Based Inverse Design Of Spinodoid Architected Materials
-
Highly accurate microstructure prediction for various scanning strategies in LPBF by bridging thermal-fluid and multi-phase-field simulations
-
Bayesian Calibration of Powder-Scale Models for Predicting Porosity in Binder Jetting of Steels
-
Multi-Camera Fault Detection in Fused Deposition Modelling