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NUANCE: Nanoscale Characterization Experimental Center

M3S Spring Meeting


Frontiers in AI-ML and
computationally-mediated microscopy

March 15, 2024
8:00 AM - 4:00 PM

Register

Sign up for a Lab Tour of NUANCE Facilities when you register!

Featured Speakers

2024-03-15-qian-chen-headshot-website.png 2024-03-15-tekin-bicer-headshot-website.png
Prof. Qian Chen
University of Illinois Urbana-Champaign
Associate Prof., Department of Materials Science and Engineering

Talk Title: Electron Videography and Machine Learning of Soft Matter
Tekin Bicer, PhD
Computer Scientist
Data Science and Learning Division, CELS
X-ray Science Division, APS (Joint Appt.)
Argonne National Laboratory

Talk Title: Using artificial intelligence and machine learning methods to enhance x-ray microtomography at the Argonne synchrotron light source

Meeting Schedule 

8:00 - 9:00 AM Registration, Continental Breakfast and Coffee
9:00 - 9:05 AM Welcome and Opening Remarks
9:05 - 9:30 AM Roberto dos Reis, Ph.D. Northwestern University
Mindshift: Multimodal Integration for Nanoparticle Data screening Using High-throughput Frameworks in Transmission Electron Microscopy
9:30 - 10:15 AM Professor Qian Chen, UIUC
Electron Videography and Machine Learning of Soft Matter
10:15 - 10:30  AM Break & Visit with Vendors 
Northwestern Room, 2nd Floor,  Room 2-160
10:30 - 10:55 AM Dr. Nestor J. Zaluzec, Argonne National Laboratory
Implementations of Computationally Mediated Microscopy and Workflows on the Analytical PicoProbe Instrument
10:55 - 11:15 AM Panel discussion: Handling big data in microscopy
11:15 - 11:40 PM R. A. W. Ayyubi, UIC
Automated Defect Detection in Atomic Resolution STEM Images: A Machine Learning Approach with Variational Convolutional Autoencoders
11:40 - 12:15 PM Will Harris, Zeiss 
Overcoming Practical Challenges in 3D X-ray Imaging Using AI-Based Approaches  
12:15 - 12:30 PM M3S Business Meeting
12:30 - 2:00 PM Lunch & Visit with Vendors
Northwestern Room, 2nd Floor,  Room 2-160
2:00 - 2:45 PM Tekin Bicer, Ph.D., Argonne National Laboratory
Using artificial intelligence and machine learning methods to enhance x-ray microtomography at the Argonne synchrotron light source
2:45 - 3:10 PM Rosa Diaz Rivas, Purdue
Scalable Image Processing Protocols for Quantum Computing Materials Assessment 
3:10 - 3:40 PM Dr. Jie Chen, Northwestern University
Automated crystal system identification from electron diffraction patterns using multiview opinion fusion machine learning
3:40 - 3:50 PM Closing Remarks

* Optional Facility Tour at 4:00 PM