24 datasets found

This dataset contains synchronized force measurements recorded at the hotend during extrusion-based additive manufacturing (FFF 3D printing), along with the Python code used for...

Abstract This poster demonstrates the high-fidelity digital transformation of traditional sculptures using HandySCAN 3D scanning technology. Optical reference markers were...

This repository provides a comprehensive dataset for the development and evaluation of deep learning models aimed at real-time prediction of thermal history and resulting...

This archive contains three sets of trained LSTM ensemble models for surrogate-based thermal history prediction during laser powder bed fusion (PBF-LB/M) of 42CrMo4 steel. Each...

A PyTorch LSTM model that predicts the thermal history of individual measurement points during laser powder bed fusion (PBF-LB/M) additive manufacturing. The model uses...

This tool converts structured laser paths: - .3mf toolpath files (tested for files created with Autodesk Netfabb) - .lsr toolpath files (tested for files created with Autodesk...

Context and methodology This data was collected within the framework of the PhD thesis by Antonella Fantoni. The thesis has been published in TU Wien's reposiTUm as referenced...

Multiphoton 3D laser printing of polymers has become a widespread technology for manufacturing 3D architectures on the micro- and nanometer scale, with booming applications in...

This dataset contains the outcomes of conducted numerical simulations, rooted in designs generated using a stochastic algorithm devised by Quiblie (1984), Adler et al. (1990),...

This dataset contains micro X-ray Computed Tomography (micro-XRCT) scan data sets (projection, reconstructed, and binarized images) of 3D porous media micromodels manufactured...

This dataset contains raw image data and particle tracking results from X-ray imaging experiments conducted to investigate the flow behavior of molten polymer through a heated...

This video illustrates a novel approach combining additive and subtractive laser processes at the layer level (AddSub). This quasi-simultaneous manufacturing process enables the...

This animation provides a rotational visualization of the CT-scan of a part manufactured using the combination of additive and subtractive laser processing. The color bar on the...

Vascularized alveoli designs generated from parametric design synthesis to realize context specific 3D design cues. Implemented variations include component type (#string1),...

This is a python implementation of the heat accumulation equations, which describe the increase of the residual temperature in additive manufacturing. The Derivation of the...

The data shows temperature fields, which were recorded during laser-based direct energy deposition of AlMg5 wires by means of infrared imaging. All captured temperature fields...

This dataset contains measurements of dimensional- and geometric accuracy in laser-based powder bed fusion, with relevant background data. The experiment was conducted to...

The data shows temperature fields, which were recorded during laser-based direct energy deposition of AlMg5 wires by means of infrared imaging. All captured temperature fields...

Vascularized alveoli designs generated from parametric design synthesis to realize context specific 3D design cues. Implemented variations include component type (#string1),...

This is a python implementation of the heat accumulation equations, which describe the increase of the residual temperature in additive manufacturing. The Derivation of the...