Schedule - CoDA 2025

AM: Trustworthy AI

9-10 a.m. Plenary speaker:

Line Pouchard, Sandia National Laboratories
The Role of FAIR in Data-intensive, Reproducible Workflows

- 10-10:30 a.m. Break;
Students: set up your posters -

10:30-noon Invited speakers:

Zoe Gastelum, Sandia National Laboratories
Meaning and Implications of Trust in AI for International Safeguards
Vivek Agarwal, Idaho National Laboratory
Building Trust in AI System in Nuclear Power Industry
Brian Bell, Los Alamos National Laboratory
Protecting Power Systems by Understanding Persistent Adversarial Geometry

- noon-2 p.m. Lunch on your own -

PM: Risk Analysis in the DOE

2-3 p.m. Plenary speaker:

Svetlana Lawrence, Idaho National Laboratory
Risk Analysis in the DOE

- 3-3:30 p.m. Break -

3:30-5 p.m. Invited speakers:

Casey Spitz, Pacific Northwest National Laboratory
The Data of Project Risk Analysis
Scott Suchyta, Nevada National Security Site
Risk and Data Assessment in Radiological/Nuclear Emergency Response
Asmeret Naugle, Sandia National Laboratories
Managing Risk with the Trust Calibration Maturity Model

- 5-5:30 p.m. Break;
Postdocs: set up your posters -

AM: Beyond Language: Foundation Models for Science

9-10 a.m. Plenary speaker:

Karthik Duraisamy, University of Michigan
Towards Scientific Agents: From Foundation Models to Automated Discovery

- 10-10:30 a.m. Break -

10:30-noon Invited speakers:

Barry Chen, Lawrence Livermore National Laboratory
Foundation Models for Accelerating Computational Antibody Design
Michael Mahoney, Lawrence Berkeley National Laboratory, UC Berkeley
Foundational Methods for Foundation Models for Scientific Machine Learning
Emily Casleton, Los Alamos National Laboratory
Testing and Evaluating These Things

- noon-2 p.m. Lunch on your own -

PM: Old School Data Science

2-3 p.m. Plenary speaker:

Philip Bingham, Oak Ridge National Laboratory
Old and New Analytics for Modern Applications

- 3-3:30 p.m. Break -

3:30-5 p.m. Invited speakers:

Abby Nachtsheim, Los Alamos National Laboratory
When Retro is In: On Making Old School New Again -- Using Screening Designs for Efficient Sensitivity Analysis
Auralee Edelen, SLAC National Accelerator Laboratory
Combining system models and ML- based control to enable new capabilities in beam tuning for accelerator based user facilities.
Laura Wendelberger, Lawrence Livermore National Laboratory
Global Land Cover Change Monitoring based on Sufficient Statistics

- 5-5:30 p.m. Break, poster setup -

AM: Data Science for Climate Security and Energy

9-10 a.m. Plenary speaker:

Marilyn Brown, Georgia Tech
Powering Progress: Technology, Policy, and Innovation Across Scales

- 10-10:30 a.m. Break -

10:30-noon Invited speakers:

Tim Yoder, Pacific Northwest National Laboratory
Transforming Flexible Loads: Real-World Building Sector Data Challenges
Lyndsay Shand, Sandia National Laboratories
Statistics for Climate Security: From Model Calibration to Climate Extremes
Caitlin Murphy, National Renewable Energy Laboratory
Intersectoral Interactions: Challenges and Benefits of Propagating Data Across Energy Sector Models

- noon-2 p.m. Lunch on your own -

PM: It’s About Time: Temporal and Streaming Data in DOE Research

2-3 p.m. Plenary speaker:

Norma Pawley, Los Alamos National Laboratory
Dynamic Nuclear Activity Monitoring through Intelligent, Coordinated Sensing

- 3-3:30 p.m. Break -

3:30-5 p.m. Invited speakers:

Mohammad Abdo, Idaho National Laboratory
Digital Energy and Energy Megaverse
Atlanta Chakraborty, National Renewable Energy Laboratory
Summary Statistics of Physics-based Model Outputs for Observation-corrected Outputs
Salman Habib, Argonne National Laboratory
Streaming Inside a Computer: The Case of In Situ Analysis

Day 1: Tuesday, 25 February 2025

8-8:45 a.m. Working breakfast

8:45-9 a.m. Announcements

Day 2: Wednesday, 26 February 2025

8-8:45 a.m. Working breakfast

8:45-9 a.m. Student poster prize announcements

Day 3: Thursday, 27 February 2025

8-8:45 a.m. Working breakfast

8:45-9 a.m. Announcements

Day 4: Friday, 28 February 2025