Workshop

AI Techniques in EM and XRM Imaging for Materials Science

22 May 2023

12:00 - 17:00

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Location

Royce Hub Building

Royce Hub Building Henry Royce Institute, The University of Manchester, Oxford Road M13 9PL Manchester

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Introduction

This workshop is intended to bring together researchers in the field of artificial intelligence based techniques applied to SEM, STEM and XRM imaging. The goal of the meeting is to describe the current landscape and present recent results for a range of applications in materials science showing different applications of AI methods. A round table discussion will conclude the half day meeting where the panelists will discuss future opportunities and the need for a general understanding of the applicability of the technique.

This workshop is free and open to anyone interested in the field of AI based microscopy imaging research. The topics discussed will be of an advanced level and therefore it is recommended that attendees are working in the field of microscopy. Undergraduate students are very welcome to join the event.

Program

	Details	Speaker	Affiliation
12:00	Refreshments	N/A	-
13:00	Introduction and welcome	Prof. Philip Withers _{Regius Professor of Materials}	Manchester University, UK
13:10	Workshop agenda and scene setting	Dr. Ben Tordoff _{Head of Materials Science}	ZEISS Headquarters, Germany
13:15	Applications of sub-sampling and Inpainting for Optimal Dose Control and Imaging Speed in STEM	Prof. Nigel Browning _{Director, Albert Crewe Centre for Scanning Transmission Electron Microscopy}	University of Liverpool, UK
13:50	The use and application of deep learning methods for superresolution upscaling of X-Ray microscopy data	Dr. Matt Andrew _{Head of Advanced Development}	ZEISS Innovation Center California, USA
14:30	Coffee break	-	-
14:45	The use of AI-based imaging in Earth-materials science	Dr. Oliver Plümper _{Associate Professor}	Utrecht University, the Netherlands
15:15	The use of AI based methods in battery cathode research	Prof. Paul Shearing _{Royal Academy of Engineering Chair in Emerging Technologies} Dr. Francesco Lacoviello _{Experimental Manager, EIL X-ray Imaging Facility}	University College London, UK
15:50	The use of AI to resolve active ingredients in asthma powder inhalation blends	Dr. Parmesh Gajjar _{Principal Scientist}	SEDA Pharmeceutical Services & Manchester University, UK
16:10	Coffee break	-	-
16:30	Roundtable discussion: Challenges and next steps for superresolution adoption in materials research	Roundtable	-
17:00	Finish	N/A	-