Tommy is currently collaborating on a research project with Dr. John Lewandowski and Dr. Roger French. The title of this project is, "Spatiotemporal Feature Extraction and Full-Scale Analysis of Material Degradation in X-Ray Computed Tomography Scans using Computer Vision and Graph-based Machine Learning".
In this project, Tommy is working on Al-Mg alloy, a popular metal used in the construction of various domains, such as naval ships. Like any material in variable, extreme environmental conditions, however, it degrades over time.
The project's overall goal is to use machinee learning tools to assess how Al-Mg alloys degrade at a micro-structural level over time and why they degrade in the patterns they do.
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We cordially invite you to attend our Fall MOS-Rely Center Meeting on August 30-31, in-person on the Case Western Reserve Campus. Attend faculty project pitches, a poster session, and network with PItt and Case faculty and graduate students.
Center members will have an opportunity to vote on projects. Please get in touch with us now if you are interested in creating a project with faculty. |
More info... |
| Register here! → |
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SPRING 2022 MDS-RELY MEETING
April 12-13, 2022 - Pittsburgh, PA Thank you to all of our speakers, organizers, and participants for a successful spring meeting! |
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Imaging Processing Challenges and Opportunities in Specialty Chemicals
Christopher L. Wirth, Chemical and Biomolecular Engineering, Case Western Reserve University
Date: Thursday, June 16th 4:00-5:00PM
Location: *virtual (Zoom)
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Abstract: Everyday products – food, cosmetics, personal care, and consumer products – have inherent functionality dominated by interfacial phenomena. Research and development of these products often requires dynamic imaging to probe not only the fundamental physiochemical phenomena driving behavior, but also control quality during the manufacturing process. Our lab has a variety of projects on this spectrum that each tend to rely on imaging to understand the relevant fundamental phenomena or improve the manufacturing process. Image processing (ex. feature identification and tracking) is required as part of this strategy. In this talk, I will describe three projects with opportunities to improve or fundamentally transform the image processing workflow. My aim is to generate discussion on how to adopt existing or develop new tools inherent to the MDS-Rely IUCRC mission. Find out more here. |
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