June 28, 2024
ORNL, Building 8600 at SNS, Room C-156
US/Eastern timezone

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