Resources (1-5 of 5)

1. 3D Printed Electronics: A Primer

   10 May 2023 | | Contributor(s):: Frank Silva, The Micro Nano Technology - Education Center

2. Machine Learning Predicts Additive Manufacturing Part Quality: Tutorial on Support Vector Regression

   26 Aug 2022 | | Contributor(s):: Davis McGregor

   This tutorial introduces and demonstrates the use of machine learning (ML) to address this need. Using data collected from an AM factory, you will train a support vector regression (SVR) model to predict the dimensions of AM parts based on the design geometry and manufacturing parameters.

3. SVR Machine Learning Workshop

   08 Aug 2022 | | Contributor(s):: Davis McGregor

   Introductory tutorial on support vector regression (SVR) machine learning, cross validation, and hyperparameter tuning.

4. Towards Advanced Manufacturing of Polymer Enabling Design and Manufacturing of Intelligent Components

   30 Apr 2020 | | Contributor(s):: Keng Hsu

   To address the multitude of issues preventing the application of manufacturing processes to the prototyping and fabrication of multi-scale polymer-metal heterogeneous materials, a transformational approach is being developed wherein a set of solid-state polymer and metal processing techniques...

5. [Illinois] CNST 2012: Imparting Electrical Connectivity into 3D Micro/Nanostructures with Additive Nanomanufacturing

   02 Jun 2013 | | Contributor(s):: Min-Feng Yu

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