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Data Science and Machine Learning for Materials Science
Online Presentations | 22 Jan 2020 | Contributor(s):: Saaketh Desai
This talk covers the fundamentals of machine learning and data science, focusing on material science applications. The talk is for a general audience, attempting to introduce basic concepts such as linear regression, supervised learning with neural networks including forward and back...
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3 min Research Talk: Web-based Machine Learning Tool for Material Discovery and Property Prediction
Online Presentations | 26 Sep 2019 | Contributor(s):: Bryan Arciniega
This model allows the end-user to increase their knowledge on a scarce data set by using a data-rich property set. We also investigate the effect of chemical representation and autoencoder type on property prediction and compound generation.
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3 min Research Talk: Using Machine Learning for Materials Discovery and Property Prediction
Online Presentations | 26 Sep 2019 | Contributor(s):: Mackinzie S Farnell
Machine Learning models present a transformative method of optimization and prediction in science and engineering research. In the chemical sciences, unsupervised deep learning models such as autoencoders have shown to be useful for property prediction and material...
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In-situ Mechanical Tests in X-Ray Microscope on Addictive Manufacture Anisotropic Rock Sample
Online Presentations | 14 Aug 2019 | Contributor(s):: Liyang Jiang
This work explores the effects of layers and mineral texture on fracture evolution. Three-point bending and unconfined compressive strength tests were performed on the 3D printed gypsum samples with a Deben CT5000 in-situ stage inside a Zeiss Xradia 510 X-ray microscope....
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Nanoscale NMR Studies of Topological Insulators, Crystalline Insulators and Dirac Semimetals
Online Presentations | 22 May 2019 | Contributor(s):: Louis Bouchard
In this talk, we will review recent advances in experimental techniques to study the electronic and magnetic properties of such topological materials. Among the novel techniques, we shall discuss radioactive ion beam spectroscopy and nuclear magnetic resonance. Our group has...
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Effective Integration of NIST Reference Data, Reference Materials, and Informatics in Support of Science and Technology
Online Presentations | 15 May 2019 | Contributor(s):: Carlos A. Gonzalez
In this talk, a general description of NIST’s SRM program will be provided, highlighting some examples related to environmental science, clinical diagnoses and petroleum chemistry. In addition, issues related to the effective integration of reference data with reference materials and...
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Mechanically-Driven Nano-Manufacturing of Atomically-Thin Origami and Kirigami Structures
Online Presentations | 22 Apr 2019 | Contributor(s):: Sungwoo Nam
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CELL-MET Thrust Area 2: Nanomechanics: Mechanical Properties of Materials, Scaffolds and Cardiac Tissues
Online Presentations | 04 Apr 2019 | Contributor(s):: Pranjal Nautiyal
In this presentation, FIU graduate student Pranjal Nautiyal explains his work on Nanomechanics in Arvind Agarwal's Lab.
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MSEN 201 Lecture 18.2: Magnetic Properties - Magnetic Domains
Online Presentations | 20 Feb 2019 | Contributor(s):: Patrick J Shamberger
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MSEN 201 Lecture 19.1: Optical Properties - Optical Absorption in Materials
Online Presentations | 18 Feb 2019 | Contributor(s):: Patrick J Shamberger
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MSEN 201 Lecture 19.2: Optical Properties - Optical Emission in Materials
Online Presentations | 18 Feb 2019 | Contributor(s):: Patrick J Shamberger
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MSEN 201 Lecture 17.1: Thermal Properties - Thermal Expansion
Online Presentations | 15 Feb 2019 | Contributor(s):: Patrick J Shamberger
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MSEN 201 Lecture 17.2: Thermal Properties - Thermal Conductivity
Online Presentations | 15 Feb 2019 | Contributor(s):: Patrick J Shamberger
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MSEN 201 Lecture 17.3: Thermal Properties - Heat Capacity
Online Presentations | 15 Feb 2019 | Contributor(s):: Patrick J Shamberger
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MSEN 201 Lecture 18.1: Magnetic Properties - Origin of Magnetization in Materials
Online Presentations | 15 Feb 2019 | Contributor(s):: Patrick J Shamberger
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MSEN 201 Lecture 10.1: Mechanical Properties Metals - Macroscopic Stress Strain Behavior
Online Presentations | 14 Feb 2019 | Contributor(s):: Patrick J Shamberger
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MSEN 201 Lecture 10.2: Mechanical Properties Metals - Mechanical Properties Definitions
Online Presentations | 14 Feb 2019 | Contributor(s):: Patrick J Shamberger
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MSEN 201 Lecture 11.1: Deformation and Strengthening - Elastic and Plastic Deformation at the Atomic Scale
Online Presentations | 14 Feb 2019 | Contributor(s):: Patrick J Shamberger
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MSEN 201 Lecture 11.2: Deformation and Strengthening - Macroscopic Elastic and Plastic Deformation
Online Presentations | 14 Feb 2019 | Contributor(s):: Patrick J Shamberger
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MSEN 201 Lecture 16.1: Electrical Properties - Conductivity vs Temperature
Online Presentations | 14 Feb 2019 | Contributor(s):: Patrick J Shamberger