Data-Intensive Computing and AI/ML Applications at Scale

Thursday, August 17, 2023 - 9:00 AM
Building 240 (Room 1501)

        : Sessions
    /     : Talks
        : Breaks
Aug 17, 2023
AM
9:00 AM Informal Introductions/Registration   (Room 1501)
9:30 AM Introduction - Salman Habib (CPS) Venkatram Vishwanath (LCF)   (Room 1501)
9:45 AM AI for Chemistry and Materials - Alvaro Vazquez Mayagoitia (CPS)   (Room 1501)
9:49 AM Toward DMC Accuracy Across Chemical Space with Scalable Δ-QML - Anouar Benali (CPS)   (Room 1501)
9:53 AM Data Management, I/O, and scaling for AI - Huihuo Zheng (LCF)   (Room 1501)
9:57 AM Scientifically motivated LLM methods - Azton Wells (CPS)   (Room 1501)
10:01 AM Intro to Taylor - Taylor Childers (LCF)   (Room 1501)
10:05 AM Scalable diverse workloads on AI accelerators - Varuni Katti Sastry (LCF Division)   (Room 1501)
10:09 AM Scalable Graph Neural Networks for Mesh-Based Fluid Flow Modeling - Shivam Barwey (LCF Division)   (Room 1501)
10:13 AM Data services - Aditya Tanikanti (LCF)   (Room 1501)
10:17 AM Automatic MRI segmentation for upper limb muscles for clinical applications - Marta Garcia Martinez (CPS)   (Room 1501)
10:21 AM --- Coffee Break ---
10:31 AM Machine Learning Potentials for Molecules and Materials - Murat Keceli (CPS)   (Room 1501)
10:34 AM Solving the quantum many-body problem with neural network quantum states - Alessandro Lovato (PHY & CPS Divisions)   (Room 1501)
10:37 AM Data-driven modeling in Cosmology - Nesar Ramachandra (CPS)   (Room 1501)
10:40 AM In Situ ML for HPC Simulation - Riccardo Balin (LCF)   (Room 1501)
10:43 AM Workflow tools for large scale job campaigns at ALCF - Christine Simpson (ALCF)   (Room 1501)
10:46 AM HMC with change of variables using ML and scaling up - Xiaoyong Jin (CPS)   (Room 1501)
10:49 AM AI/ML for generative models and acceleration of scientific workloads - Filippo Simini (LCF)   (Room 1501)
10:52 AM Scaling LLMs for Science and Ongoing Collaborations - Sam Foreman (LCF)   (Room 1501)
10:55 AM AI use cases to advance quantum computing - Yuri Alexeev (CPS)   (Room 1501)
10:59 AM Integrated Research Infrastructure for DOE / Brain reconstruction from electron microscopy imaging - Thomas Uram (LCF)   (Room 1501)
11:02 AM Interfacing cosmological simulations and observations - Patricia Larsen (CPS)   (Room 1501)
11:06 AM Aurora Prep and Coupling Simulations and ML - Bethany Lusch (LCF)   (Room 1501)
11:09 AM Coupling MPI with Dask in Situ - Amal Gueroudji (Argonne)   (Room 1501)
11:12 AM Scalable Learning on ALCF Systems - Corey Adams (LCF)   (Room 1501)
11:15 AM --- Coffee Break ---
11:25 AM Open Discussion   (Room 1501)
PM
12:00 PM --- Working Lunch, Collect boxed lunches ---
12:10 PM Subgroup Discussions   (Room 1501)