@InProceedings{sofi_et_al:OASIcs.iPMVM.2020.8, author = {Sofi, Ardalan R. and Ravani, Bahram}, title = {{Determination of Aggregate Elastic Properties of Powder-Beds in Additive Manufacturing Using Convolutional Neural Networks}}, booktitle = {2nd International Conference of the DFG International Research Training Group 2057 – Physical Modeling for Virtual Manufacturing (iPMVM 2020)}, pages = {8:1--8:17}, series = {Open Access Series in Informatics (OASIcs)}, ISBN = {978-3-95977-183-2}, ISSN = {2190-6807}, year = {2021}, volume = {89}, editor = {Garth, Christoph and Aurich, Jan C. and Linke, Barbara and M\"{u}ller, Ralf and Ravani, Bahram and Weber, Gunther H. and Kirsch, Benjamin}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.iPMVM.2020.8}, URN = {urn:nbn:de:0030-drops-137574}, doi = {10.4230/OASIcs.iPMVM.2020.8}, annote = {Keywords: Additive Manufacturing, Convolutional Neural Network, Homogenization, Discrete Element Method, Powder-Bed} }