GPyro-TD.zip

Thermal Imaging data used for developing the model GPyro in the article: <em>"GPyro: uncertainty-aware temperature predictions for additive manufacturing".</em> The dataset is comprised of the thermal recordings produced during the deposition of a structure consisting of 9 pockets using Wire-arc additive manufacturing (WAAM). The structure was deposited with 27 unique torch paths resulting in different thermal fields. While our thermal camera has a resolution of 1024x720 pixels, we downsampled the images and only used 81 points for efficiency and size considerations (total files need ~4TB of space). The locations of each point can be found in the <em>Recorded_points.csv</em> file (pixels and millimeters); the torch path used in each experiment is located in the Coordinate_Time folder, with the corresponding thermal fields being in the <em>temperatures</em> folder. Every experiment has a unique id, starting with T and then followed by the experiment number, e.g., <em>"T1"</em>.