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Peter Pak

Carnegie Mellon University

Pittsburgh, PA 15213-3890

United States

  • Carnegie Mellon University

SCHOLARLY PAPERS

2

DOWNLOADS

42

TOTAL CITATIONS

2

Scholarly Papers (2)

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1.

Image2Gcode: Image-to-G-code Generation for Additive Manufacturing Using Diffusion-Transformer Model

Number of pages: 33 Posted: 02 Feb 2026
ziyue wang, Yayati Jadhav, Peter Pak and Amir Barati Farimani
Carnegie Mellon University, Carnegie Mellon University, Carnegie Mellon University and Carnegie Mellon University
Downloads 23 (1,424,331)

Abstract:

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Direct G-code generation, CAD free additive manufacturing, End-to-end manufacturing pipeline, Denoising diffusion probabilistic model (DDPM)

2.

Deep Learning for Melt Pool Depth Contour Prediction from Surface Thermal Images Via Vision Transformers

Number of pages: 36 Posted: 23 May 2024
Odinakachukwu Francis Ogoke, Peter Pak, Alexander J. Myers, Guadalupe Quirarte, Jack Beuth, Jonathan Malen and Amir Barati Farimani
Carnegie Mellon University, Carnegie Mellon University, Carnegie Mellon University, Carnegie Mellon University, Carnegie Mellon University - College of Engineering, Carnegie Mellon University and Carnegie Mellon University
Downloads 19 (1,459,862)
Citation 2

Abstract:

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Deep Learning, in-situ Monitoring, Vision Transformers, Lack-of-Fusion