Published March 29, 2025 | Version v2

Physics-based data-driven analyses on melt pool control in laser powder bed fusion (single-track exposure)

  • 1. Technische Universität Darmstadt

Description

This dataset contains collected data by physics-based phenomenological laser powder bed fusion (LPBF) simulations. The melt pool width during laser scan in single-track exposure (STE) was collected under various combinations of physical parameters. The physical-based phenomenological LPBF model is derived from Validated dimensionless scaling law for melt pool width in laser powder bed fusion [[J. Mater. Proc. Tech. (2022)]]. This dataset supports the article ML-extendable framework for multiphysics-multiscale simulation workflow and data management using Kadi4Mat3 [Sci. Data (2025)] and Physics-based data-driven analyses on melt pool control in laser powder bed fusion [under preparation]. 

 

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Additional details

Related works

Is derived from
Publication: 10.1016/j.jmatprotec.2021.117316 (DOI)
Is referenced by
Preprint: 10.48550/arXiv.2407.02162 (DOI)