Workshop II: Mathematical Advances for Multi-Dimensional Microscopy - IPAM

Workshop II: Mathematical Advances for Multi-Dimensional Microscopy

Part of the Long Program Computational Microscopy
October 24 - 28, 2022

Schedule

All times in this Schedule are Pacific Time (PT)

Monday, October 24, 2022

Morning Session

08:00-08:55
Check-In/Breakfast (Hosted by IPAM)
08:55-09:00
Welcome & Opening Remarks: Dean Miguel García-Garibay (Dean of Physical Sciences, UCLA) and Dima Shlyakhtenko (Director, IPAM)
SESSION CHAIR: Paul Voyles, University of Wisconsin-Madison
09:00-09:50
Nigel Browning (University of Liverpool)
Virtual Talk: Inpainting Approaches to Dose Control in High Resolution and In-Situ STEM
10:00-10:15
Break
10:15-11:05
Huolin Xin (University of California, Irvine (UCI))
AI inroads in imaging sciences for materials research
11:15-11:30
Break
11:30-12:20
Colin Ophus (Lawrence Berkeley Laboratory)
Using multi-dimensional scanning transmission electron microscopy to solve 3D nanostructures using atomic electron tomography

Afternoon Session

12:30-14:30
Lunch (on your own)
SESSION CHAIR: Andrew Minor, University of California, Berkeley (UC Berkeley)
14:30-15:20
Anna Gilbert (Yale University)
Virtual Talk: Imaging from the Inside Out - Inverse Scattering in Fluorescence Microscopy
15:30-15:45
Break
15:45-16:35
Juan-Carlos Idrobo (University of Washington)
Into the Realms of Quantum Phenomena with Electron Microscopy: Exploring New Possibilities & Limitations
16:35-16:50
Lightning Poster Session
16:50-18:30
Poster Session & Reception (Hosted by IPAM)

Tuesday, October 25, 2022

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
SESSION CHAIR: Ivan Pedro Lobato Hoyos, University of Antwerp
09:00-09:50
Christoph Koch (Humboldt-Universität)
Virtual Talk: Reconstructing 2D and 3D atomic structure from various types of TEM data
10:00-10:15
Break
10:15-11:05
Andy Minor (University of California, Berkeley (UC Berkeley))
TBA
11:15-11:30
Break
11:30-12:20
Bryan Reed (Integrated Dynamic Electron Solutions)
Compressive sensing and other fast-deflection tricks in an electron microscope

Afternoon Session

12:30-14:30
Lunch (on your own)
SESSION CHAIR: Angus Kirkland, University of Oxford
14:30-15:20
Ivan Pedro Lobato Hoyos (University of Antwerp)
Application of machine learning to electron microscopy data
15:30-15:45
Break
15:45-16:35
Discussion

Wednesday, October 26, 2022

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
09:00-09:00
SESSION CHAIR: Emily King, (Colorado State University)
09:00-09:50
Sandra van Aert (University of Antwerp)
Virtual Talk: 3D atomic resolution reconstructions through dose-efficient fusion of imaging techniques and analytical techniques in quantitative STEM
10:00-10:15
Break
10:15-11:05
Claudio Mazzoli (Brookhaven National Laboratory)
(coherent diffractive) Correlation Imaging: a view on complex matter across space and time
11:15-11:30
Break
11:30-12:20
Eric Stach (University of Pennsylvania)
Virtual Talk: Exploiting automatic image processing and in-situ transmission electron microscopy to understand the stability of supported nanoparticles

Afternoon Session

12:30-12:40
Group Photo - CMSWS2
12:40-14:30
Lunch (on your own)
SESSION CHAIR: Paul Voyles, University of Wisconsin-Madison
14:30-15:20
Emily King (Colorado State University)
PCA is not dead: Vectorized persistent homology and flag medians
15:30-15:45
Break
15:45-16:35
Yongsoo Yang (Korea Advanced Institute of Science and Technology (KAIST))
Neural network-assisted atomic electron tomography

Thursday, October 27, 2022

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
SESSION CHAIR: Angus Kirkland, University of Oxford
09:00-09:50
Yonina Eldar (Weizmann Institute of Science)
Virtual Talk: Model Based Deep Learning with Application to Super Resolution
10:00-10:15
Break
10:15-11:05
Soledad Villar (Johns Hopkins University)
Virtual Talk: Introduction to equivariant machine learning
11:15-11:30
Break
11:30-12:20
Emilie Ringe (University of Cambridge)
Electron and optical microscopy of magnesium nanoparticles

Afternoon Session

12:30-14:30
Lunch (on your own)
14:30-14:30
SESSION CHAIR: Paul Voyles, (University of Wisconsin-Madison)
14:30-15:20
Benjamin Berkels (RWTH Aachen University)
Unsupervised hyperspectral image segmentation with the Mumford-Shah model and motif extraction from crystalline images
15:30-15:45
Break
15:45-16:35
Discussion
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