Monday, September 9, 2024
Topics: Machine Learning Techniques and Applications, and AI for Power Systems
| Track 1: Topics - Machine Learning Techniques and Applications | ||
|---|---|---|
| Time (MST) | Title | Speaker |
| 9:00 am | Welcome/Opening Remark | Tyson Bailey (SNL) |
| 9:15 am | Keynote: Large Language Models/ Generative AI (Sandia AI Strategy) | Jen Gaudioso (SNL) |
| 9:55 am | Keynote: Sandia AI Roadmap | Cindy Phillips (SNL) |
| 10:20 am | Learning Algorithms for Constrained Hidden Markov Models | Connor Mattes (SNL) |
| AM BREAK - 10 minutes (10:40 am - 10:50 am (MST)) | ||
| 10:50 am | Nonparametric Sparse Learning of Dynamical Systems | Boya Hou (UIUC) |
| 11:10 am | Continual Learning with Neurogenesis | Timothy Draelos (SNL) |
| 11:35 am | Automated Algorithms for Screening Electronic Parts for Aging using Power Spectra Analysis (PSA) Data | Rosalie Multari (SNL) |
| LUNCH BREAK - 65 minutes (11:55 am - 1:00 pm (MST)) | ||
| 1:00 pm | Keynote: You Should Give a Tutorial | Sarah Ackerman (SNL) |
| 1:20 pm | Scoring Morphological Change in Computed Tomography Images of Pentaerythritol Tetranitrate | Ariana Beste (SNL) |
| 1:40 pm | Deep learning for non-stationary bias correcting of future climate projection | Shuang Yu (LLNL) |
| 2:00 pm | Evaluating Stochastic Deep Learning Methods for Uncertainty Quantification Applied to Bias Correction of Precipitation | Yannic Lops (LLNL) |
| 2:20 pm | Mission-focused analytics of, by and for the people | Matthew Hoffman (SNL) |
| PM BREAK - 10 minutes (2:50 pm - 3:00 pm (MST)) | ||
| 3:00 pm | Open Mic/Open Question Discussion | NA |
| 3:20 pm | Recruiting Session | TBD |
| End of Workshop Day 1 - 4:45 pm (MST) | ||
| Mixer: 6 pm (MST) Nuclear Museum Albuquerque, NM (Click to Reserve) | ||
| Track 2: Topics: AI for Power Systems | ||
|---|---|---|
| Time (MST) | Title | Speaker |
| 9:00 am | Welcome Opening Remarks | Tyson Bailey (SNL) |
| 9:15 am | Keynote: Large Language Models/ Generative AI (Sandia AI Strategy) | Jen Gaudioso (SNL) |
| 9:55 am | Keynote: Sandia AI Roadmap | Cindy Phillips (SNL) |
| 10:20 am | AI for Grid and Energy Overview | Matthew Reno (SNL) |
| AM BREAK - 10 minutes (10:40 am - 10:50 am (MST)) | ||
| 10:50 am | AI for Grid Controls | Miguel Jimenez Aparicio (SNL) |
| 11:10 am | Cyber-Physical Threat Detection in the Power Grid with LSTM-based Autoencoders | Georgios Fragkos (SNL) |
| 11:35 am | Reinforcement learning to support the security and resilience of power systems | Thanh Long Vu (PNNL) |
| LUNCH BREAK - 65 minutes (11:55 am - 1:00 pm (MST)) | ||
| 1:00 pm | Keynote: You Should Give a Tutorial | Sarah Ackerman (SNL) |
| 1:40 pm | Machine Learning and Data Considerations for Distribution System Model Calibration Tasks | Logan Blakely (SNL) |
| 2:05 pm | AI for Grid Resilience | Samuel T. Ojetola (SNL) |
| 2:30 pm | Day-Ahead Energy Forecast for Operational Risk Assessment in Power System | Manel Martinez-Ramon (UNM) |
| PM BREAK - 10 minutes (2:50 pm - 3:00 pm (MST)) | ||
| 3:00 pm | Open Mic/Open Question Discussion | N/A |
| 3:20 pm | Recruiting Session | TBD |
| End of Workshop Day 1 - 4:45 pm (MST) | ||
| Mixer: 6 pm (MST) Nuclear Museum Albuquerque, NM (Click Here to Reserve) | ||