4 papers
RocketSmith: Agentic Additive Manufacturing of High-Powered Rockets
Peter Pak, Jesse Barkley, Rumi Loghmani +3
RocketSmith is an agentic system which intelligently automates the DFAM process for the development of high powered rockets suitable for launch. The system utilizes a large languag…
Image2Gcode: Image-to-G-code Generation for Additive Manufacturing Using Diffusion-Transformer Model
Ziyue Wang, Yayati Jadhav, Peter Pak +1
Mechanical design and manufacturing workflows conventionally begin with conceptual design, followed by the creation of a computer-aided design (CAD) model and fabrication through m…
Agentic Additive Manufacturing Alloy Evaluation
Peter Pak, Achuth Chandrasekhar, Amir Barati Farimani
Agentic systems enable the intelligent use of research tooling, augmenting a researcher's ability to investigate and propose novel solutions to existing problems. Within Additive M…
AdditiveLLM: Large Language Models Predict Defects in Additive Manufacturing
Peter Pak, Amir Barati Farimani
In this work we investigate the ability of large language models to predict additive manufacturing defect regimes given a set of process parameter inputs. For this task we utilize…