Machine Learning in Small-Angle Scattering Data Analysis

Agenda

Machine Learning in Data Analysis of Small Angle Scattering Workshop

 

Agenda as of May 27, 2024

Event contact	Hosts: Yingrui Shang and Lilin He Admin: Abby Forgety, forgetyal@ornl.gov
June 28, 2024
Time	Event	Lead	Place
8:10-8:30	Event Registration		Lobby, 8600
8:30-8:45	Opening Remarks	Jon Taylor/Yingrui	C156, 8600
8:45–9:45	The Small Angle Scattering Biological Data Bank (SASBDB): Past/present/future perspectives in a world of ‘big data’	Cy M. Jeffries, European Molecular Biology Laboratory	C156, 8600
9:45-10:45	Machine Learning and Simulation for Health and Energy	Jeremy Smith,  UT-ORNL Center for Molecular Biophysics	C156, 8600
10:45–11:05	Morning Break:     - Group photo in the lobby of Building 8600     - Snacks	All	C156, 8600
11:05-12:05	Reverse-Engineering Analysis for Scattering Experiments (CREASE) with Machine Learning	Nitant Gupta &  Arthi Jayaraman,  University of Delaware	C156, 8600
12:05-12:50	Working Lunch: Break (15 min) Lunch talk: Introduction to Soft Matter Initiative at NSD, Lilin He Lunch talk: Introduction to Software Development at SANS, Yingrui Shang	All	C156, 8600
12:50–13:50	Interpretation, Extrapolation, and Verification: Putting Machine Learning into Practice at Scattering Facilities	Qian Yang,  Computer Science and Engineering at University of Connecticut	C156, 8600
13:50–14:40	Recent developments of MCViNE and its applications at SNS	Garrett Granroth,  SNS at ORNL	C156, 8600
14:40-14:50	Afternoon break, snacks	All
14:50-15:50	Federated Machine Learning for Experimental Facilities	Richard Archibald, Data Analysis and Machine Learning Group at ORNL	C156, 8600
15:50-16:50	Scripting inside SasView: advanced applications in small angle scattering data analysis with sasmodels	Caitlyn M. Wolf,  NIST	C156, 8600
16:50-17:00	Closing remarks	Lilin He	C156, 8600

 

 

 

Speaker list:

 

Cy M. Jeffries, Staff Scientist, European Molecular Biology Laboratory

Jeremy Smith, Governor's Chair Professor, BCMB Director, UT-ORNL Center for Molecular Biophysics

Arthi Jayaraman, Professor, Chemical & Biological Engineering at University of Delaware

Nitant Gupta, Postdoctoral Research Associate, Chemical & Biological Engineering at University of Delaware

Qian Yang, Assistant Professor, Department of Computer Science and Engineering at University of Connecticut 

Garrett Granroth, Neutron Scattering Scientist, Oak Ridge National Laboratory

Richard Archibald, Group Leader, Data Analysis and Machine Learning Group at ORNL

Caitlyn M. Wolf, Chemical Engineer, NRC Postdoctoral Fellow at NIST

Lilin He, Neutron Scattering Scientist, Oak Ridge National Laboratory

Yingrui Shang, Computational Instrument Scientist, Oak Ridge National Laboratory