-
3D Printed Electronics: A Primer
10 May 2023 | | Contributor(s):: Frank Silva, The Micro Nano Technology - Education Center
-
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.
-
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.
-
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...
-
[Illinois] CNST 2012: Imparting Electrical Connectivity into 3D Micro/Nanostructures with Additive Nanomanufacturing
02 Jun 2013 | | Contributor(s):: Min-Feng Yu
…