This short course introduces participants to the fundamentals of 3D printing, 3D modeling, and AI-assisted design, while demonstrating how Generative AI and HPC infrastructure can accelerate the creation, optimization, and prototyping of complex 3D models.
The course combines hands-on 3D printing exercises, AI-based model generation, and an introduction to HPC-enabled design workflows, enabling participants to experience the full pipeline from concept to AI-generated model to physical prototype.
Course Content Overview
Day 1 – Fundamentals of 3D Printing and Modeling
- Session 1 – Introduction to 3D Printing
- Overview of additive manufacturing technologies, printer components, materials, and typical workflows in modern 3D printing.
- Session 2 – Print Settings and Slicing Software:
- Understanding slicer tools and key printing parameters such as layer height, infill, and supports that determine print quality and strength.
- Session 3 – 3D Modeling Fundamentals
- Introduction to basic CAD concepts and practical modeling techniques used to design functional 3D printable objects.
- Session 4 – Hands-on Printing Exercise
- Participants prepare, slice, and print their first object while learning proper printer setup and operation.
Day 2 – Generative AI and HPC-Enabled Design
- Session 5 – Generative AI for 3D Model Creation
- Introduction to AI tools capable of generating 3D models from text, images, or sketches using modern generative models.
- Session 6 – HPC Support for Generative Design
- Overview of how GPU-accelerated HPC systems enable training and execution of generative AI models for large-scale 3D model generation and optimization.
- Session 7 – AI-Driven Design Optimization
- Exploration of generative design and topology optimization techniques that automatically produce efficient and innovative structures.
- Session 8 – Final Project: From AI Model to Printed Object
- Participants generate a 3D model using AI tools, refine it using modeling software, and produce a printable prototype.
Learning Outcomes
By completing the course participants will be able to:
- Understand fundamental 3D printing technologies and workflows
- Create and prepare 3D models for printing
- Use Generative AI tools to generate 3D designs
- Understand the role of HPC infrastructure in AI-driven design workflows
- Produce a complete pipeline from AI-generated design to printed prototype