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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.
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[Illinois] ECE 416 Introduction to Biosensors II
11 Feb 2021 | | Contributor(s):: Brian Cunningham, George Daley
In this lecture, we see how biosensors use transducers, devices that can translate presence of analyte into a physically measurable signal, to detect different analytes. The tranducers are chosen based off of the application...
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A Pursuit of Geometry-Centric Solutions to Engineering Problems
27 Apr 2017 | | Contributor(s):: Ganesh Subbarayan
The main thesis of this talk is that a geometry-centric viewpoint during analysis of behavior is not only necessary to ensure the accuracy of the predicted shapes of boundaries and interfaces, but also enables efficient solution. Furthermore, I will demonstrate that an explicit parametric...
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On the Design of a Finite Element Multigrid Solver for Mimetic Finite Difference Schemes
04 Feb 2016 | | Contributor(s):: Carmen Rodrigo
The focus of this work is to study the relation between mimetic finite difference schemes on triangular grids and some finite element methods for two model problems based on curl-rot and grad-div operators. With this purpose, modified Nédélec and Raviart-Thomas finite element...
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[Illinois] Mechanical Design Considerations for Stretchable Cell Culture Systems
08 Aug 2014 | | Contributor(s):: Chelsey Simmons
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[Illinois] Rational Design of MegaDalton-Scale DNA-Based Light Harvesting Antennas
17 Dec 2013 | | Contributor(s):: Mark Bathe
Programmed self-assembly of DNA using scaffolded DNA origami offers the unique opportunity to engineer complex structural assemblies at the MegaDalton-scale with sub-nanometer precision. Due to their sequence specificity, these nucleic acid assemblies also serve as programmable structural...
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Illinois 2012: Aravind Alwan: Design and simulation of Microsystems
02 May 2012 | | Contributor(s):: Aravind Alwan, Nadia Jassim