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Data-Intensive Computing and AI/ML Applications at Scale

August 17, 2023
Building 240
America/Chicago timezone

Contribution List

27 out of 27 displayed
  1. 1. Informal Introductions/Registration
    8/17/23, 9:00 AM
  2. 2. Introduction
    Salman Habib (CPS), Venkatram Vishwanath (LCF)
    8/17/23, 9:30 AM
  3. 3. AI for Chemistry and Materials
    Alvaro Vazquez Mayagoitia (CPS)
    8/17/23, 9:45 AM
  4. 4. Toward DMC Accuracy Across Chemical Space with Scalable Δ-QML
    Anouar Benali (CPS)
    8/17/23, 9:49 AM
  5. 5. Data Management, I/O, and scaling for AI
    Huihuo Zheng (LCF)
    8/17/23, 9:53 AM
  6. 6. Scientifically motivated LLM methods
    Azton Wells (CPS)
    8/17/23, 9:57 AM
  7. 14. Intro to Taylor
    Taylor Childers (LCF)
    8/17/23, 10:01 AM
  8. 7. Scalable diverse workloads on AI accelerators
    Varuni Katti Sastry (LCF Division)
    8/17/23, 10:05 AM
  9. 15. Scalable Graph Neural Networks for Mesh-Based Fluid Flow Modeling
    Shivam Barwey (LCF Division)
    8/17/23, 10:09 AM
  10. 16. Data services
    Aditya Tanikanti (LCF)
    8/17/23, 10:13 AM
  11. 8. Automatic MRI segmentation for upper limb muscles for clinical applications
    Marta Garcia Martinez (CPS)
    8/17/23, 10:17 AM
  12. 9. Machine Learning Potentials for Molecules and Materials
    Murat Keceli (CPS)
    8/17/23, 10:31 AM
  13. 10. Solving the quantum many-body problem with neural network quantum states
    Alessandro Lovato (PHY & CPS Divisions)
    8/17/23, 10:34 AM
  14. 13. Data-driven modeling in Cosmology
    Nesar Ramachandra (CPS)
    8/17/23, 10:37 AM
  15. 18. In Situ ML for HPC Simulation
    Riccardo Balin (LCF)
    8/17/23, 10:40 AM
  16. 19. Workflow tools for large scale job campaigns at ALCF
    Christine Simpson (ALCF)
    8/17/23, 10:43 AM
  17. 20. HMC with change of variables using ML and scaling up
    Xiaoyong Jin (CPS)
    8/17/23, 10:46 AM
  18. 21. AI/ML for generative models and acceleration of scientific workloads
    Filippo Simini (LCF)
    8/17/23, 10:49 AM
  19. 17. Scaling LLMs for Science and Ongoing Collaborations
    Sam Foreman (LCF)
    8/17/23, 10:52 AM
  20. 22. AI use cases to advance quantum computing
    Yuri Alexeev (CPS)
    8/17/23, 10:55 AM
  21. 23. Integrated Research Infrastructure for DOE / Brain reconstruction from electron microscopy imaging
    Thomas Uram (LCF)
    8/17/23, 10:59 AM
  22. 24. Interfacing cosmological simulations and observations
    Patricia Larsen (CPS)
    8/17/23, 11:02 AM
  23. 25. Aurora Prep and Coupling Simulations and ML
    Bethany Lusch (LCF)
    8/17/23, 11:06 AM
  24. 26. Coupling MPI with Dask in Situ
    Amal Gueroudji (Argonne)
    8/17/23, 11:09 AM
  25. 27. Scalable Learning on ALCF Systems
    Corey Adams (LCF)
    8/17/23, 11:12 AM
  26. 11. Open Discussion
    8/17/23, 11:25 AM
  27. 12. Subgroup Discussions
    8/17/23, 12:10 PM