MDS-Rely Center 2024 Fall Meeting
SPEAKERS
CMU Professor, Chemical Engineering
Courtesy Appointment, Materials Science and Engineering
PHOTOS
RELEVANT LINKS
CALENDAR
KEYNOTE SPEAKER
Benjamin Messmore, Technology Director, Avient Corporation
Benjamin is the Technology Director at Avient. He has had a distinguished career with leadership positions at Avient, The Chemours Company, and DuPont with extensive experience in thermoplastic polymers, sustainable solutions, and various advanced materials processes. His work has contributed significantly to the fields of polymer science and materials development, and he has been involved in initiatives supporting STEM education and diversity in technical fields. He holds a BA in Chemistry from Amherst College and a PhD in Chemistry from Northwestern University.
PROJECT PROPOSALS
- Towards Industrial Applications: Upscaling Particulate Simulations via Machine Learning in the Loop- Abhinendra Singh, Sanmukh Kuppannagari
- Managing Scientific Data in Polymer Formulations with FAIR – Erika Barcelos
- Multimodal Graph Data Analytics for Part Quality Inspection in LPBF – Pawan Tripathi
- In-process Measurement Feedback Control of Surface Defects for Enhancing Laser Powder Bed Fusion Process Reliability and Product Quality – Xiayun Zhao
- Electrodeposition of Coatings for Harsh Environments – Jung-Kun Lee, Paul W Leu
- Master’s Projects in Graphormulator and LitGPT – John Kitchin
- Quantitative Characterization of Chemical Interaction of Solutes with Defects for Predicting Intergranular Corrosion – Hyeji Im
RESEARCH PROJECT PRESENTATIONS
- Non-Invasive Detection of Defects during Coatings Manufacturing – Chris Wirth
- Predictive Framework to Indicate the Age of Plastics for Proper Recycling – Metin Karayilan, Divita Mathur, Sanmukh Kuppannagari
- Machine Learning Methods for Optimizing and Innovating Structural Color Paints and Coatings – Paul Leu, Oliver Hinder, Jungtaek Kim
- Achieving Reliable Laser Powder Bed Fusion based Additive Manufacturing via Machine Learning of in-situ Optical Profilometry Monitoring Data – Xiayun Zhao
- Data-driven Analysis of Hydrogen-Degraded, Additive Manufactured Zircaloy – Markus Chmielus & Zachary Harris
- Effects of Aerosol Jet Printing Parameters on the Lifetime Performance of Additively-Manufactured Flexible Circuits – Janet Gbur
- Enhancing Degradation Analysis and Failure Prediction through Modern Machine Learning Techniques – Satish Iyengar
BOOT CAMP TOPICS
- Intro to Data Science, Intro to R, Rstudio, R packages (with Demo)
- Exploratory Data Analysis: Data Cleaning (missing values, outliers, duplicates and other inconsistencies)
- Data Visualization (bar plots, scatter plots, line plots, etc)
- Data modeling with Regression ( Linear and Logistic Regression)
BOOKLET
VENUE
RECOMMENDED PARKING
Campus Center Garage S-29
Address: 11172 East Blvd, Cleveland, OH 44106
RECOMMENDED HOTELS
Glidden House
Address: 1901 Ford Dr, Cleveland, OH 44106
Courtyard by Marriott Cleveland University Circle
Address: 2021 Cornell Rd, Cleveland, OH 44106
Holiday Inn Cleveland Clinic
Address: 8650 Euclid Ave, Cleveland, OH 44106
The Tudor Arms Hotel Cleveland
Address: 10660 Carnegie Ave, Cleveland, OH 44106