Page 54 - IJAMD-1-1

International Journal of AI
for Material and Design Integrating physics data for DL in DED

Figure 2. Framework of integrating pre-process, in-process, and post-process data.

A B C

Figure 3. Workflow for producing contour data in single-track simulation: (A) computational fluid dynamics simulation, (B) post-processing of data, and
(C) extraction of data.
fitted with either the RSM simulation dataset or the RSM RSM regression model. This process involved discretizing
experiment dataset (Figure 6). As an illustrative example, the process parameters, namely LP, SS, PMFR, and
the 81 simulation data points were fitted through the sulfur content, into five levels, as illustrated in Table 5.

Volume 1 Issue 1 (2024) 48 https://doi.org/10.36922/ijamd.2355