Description
This data package provides datasets of laser-assisted automated fiber placement (LAFP) simulations, with temperature outputs for various sets of input process parameters.
This dataset contains:Documentation that summarizes the modelling approach as well as the (varied) input and output parameters.Data files containing inputs and corresponding temperature outputs at several predefined locations in the LAFP process, for a grid based sampling, Latin Hypercube Sampling method, and uniform random sampling.Matlab script file (in `/model`) for constructing the multi-physics model in COMSOL.
The dataset may be used to train machine learning systems or benchmarking against other physics-based simulations.
This dataset contains:Documentation that summarizes the modelling approach as well as the (varied) input and output parameters.Data files containing inputs and corresponding temperature outputs at several predefined locations in the LAFP process, for a grid based sampling, Latin Hypercube Sampling method, and uniform random sampling.Matlab script file (in `/model`) for constructing the multi-physics model in COMSOL.
The dataset may be used to train machine learning systems or benchmarking against other physics-based simulations.
| Date made available | 17 Jun 2025 |
|---|---|
| Publisher | 4TU.Centre for Research Data |