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  • AGENDA: Monday, August 6th

    SESSION 1: STREAMING DATA ANALYSIS BNL, Building 725 Training RoomKerstin Kleese van Dam, Chair

    TIME SPEAKER TITLE

    8:15-8:45 am Breakfast Sponsored by HPE

    8:45-9:00 am WELCOME REMARKS: Kerstin Kleese van Dam, Director of BNLS Computational Science Initiative (CSI)

    9:00-9:45 am KEYNOTE: Zohar Karnin Amazon AWS AI

    Algorithms in Amazon SageMaker

    9:45-10:20 am Yuewei Lin, Brookhaven National Laboratory (BNL)

    Structure Determination of Metallic Nanoparticles: A Machine Learning Benchmark

    10:20-10:50 am Break

    10:50-11:25 am Shinjae Yoo, Brookhaven National Laboratory (BNL)

    Streaming MD Trajectories Sampling

    11:25-12:00 pm Xi Zhang, Brookhaven National Laboratory (BNL) and Stony Brook University (SBU)

    Streaming Classical Multidimensional Scaling

    12:00-12:35 pm Jin Xu and Shilpi Bhattacharyya, Brookhaven National Laboratory (BNL) and Stony Brook University (SBU)

    Forecasting Smart Grid Load on the Wire

    12:35-1:35pm Lunch Sponsored by NVIDIA

    SESSION 2: BIG THEORY FOR BIG DATANick DImperio, Chair

    TIME SPEAKER TITLE

    01:35-02:20 pm KEYNOTE: Edward Dougherty Jr., Texas A&M

    The Knowledge-Data Design Loop

    02:20-02:55 pm Turab Lookman, Los Alamos National Laboratory (LANL)

    From Data to Discovery: Accelerated Search for Materials with Targeted Properties

    02:55-03:25pm Break

    03:25-04:00pm George Zaki, Frederick National Laboratory for Cancer Research (NIH)

    CANDLE: Exascale deep learning and simulation enabled precision medicine for cancer

    04:00-04:35pm Xiao-li Meng, Harvard University How Small Are Our Big Data: Turning the 2016 Surprise into a 2020 Vision

    04:35-05:10pm Haizi Yu, University of Illinois MUS-ROVER: An Automatic Music Theorist and Pedagogue

    05:35-06:30pm Poster Session Sponsored by RAID Location: Building 725, Collaboration Room

    Dinner on Own

  • AGENDA: Tuesday, August 7th

    SESSION 3: PERFORMANCE FOR BIG DATA Location: BNL, Building 725 Training RoomBarbara Chapman, Chair

    TIME SPEAKER TITLE

    8:30-9:00 am Breakfast Sponsored by HPE

    9:00-9:45 am KEYNOTE: Henry Gabb, Intel The Convergence of HPC, Big Data Analytics, and AI in Future Workflows

    9:45-10:20 am Line Pouchard, Brookhaven National Laboratory (BNL)

    Prescriptive Provenance for Streaming Analysis of Workflows at Scale

    10:20-10:50 am Break

    10:50-11:25am Abid Malik, Brookhaven National Laboratory (BNL)

    Detailed Performance Analysis of Distributed Tensorflow on a GPU Cluster for Deep Neural Networks Algorithms

    11:25-12:00pm Meifeng Lin, Brookhaven National Laboratory (BNL)

    High-Performance Multi-Modal Ptychography Reconstruction on Distributed GPUs

    12:00-12:35pm Guangwei Che, Brookhaven National Laboratory (BNL)

    Performance Evaluation for Tape Storage Data Recall

    12:35-2:35pm Lunch Sponsored by NVIDIA

    SESSION 4: AI DRIVEN OPTIMAL EXPERIMENTAL DESIGN AND AUTONOMOUS EXPERIMENTSMichael McGuigan, Chair

    TIME SPEAKER TITLE

    01:35-02:20pm KEYNOTE: Payel Das, IBM TJ Watson Research Center, and Columbia University

    Towards Creative and Interpretable AI for Real-World Applications

    02:20-02:55pm Kris Reyes, University at Buffalo (UB) Decision-Making Modalities in Automated and Autonomous Experimental Science

    02:55-03:25pm Break

    03:25-04:00pm Marcus Michael Noack, Lawrence Berkeley National Laboratory (LBNL)

    A Surrogate Model Approach for Autonomous X-Ray Scattering Experiments

    04:00-04:35pm Xiaoning Qian, Texas A&M University (TAMU)

    Optimal Bayesian Transfer Learning for Classifying Multivariate Gaussian Observations

    04:35-05:10pm Arvind Ramanathan, Oak Ridge National Laboratory (ORNL)

    Artificial Intelligence Enabled Multi-Scale Molecular Simulations

    05:10-05:45pm Roselyne Tchoua, University of Chicago Towards Hybrid Human-Machine Scientific Information Extraction

    06:30pm Conference Dinner Sponsored by IACS Location: Chemistry Building, 555

  • AGENDA: Wednesday, August 8th

    SESSION 5: QUANTUM COMPUTING AND BIG DATA Location: BNL, Building 725 Training RoomFrank Alexander, Chair

    TIME SPEAKER TITLE

    8:30-9:00 am Breakfast Sponsored by RAID

    9:00-9:45 am KEYNOTE: Prineha Narang, Harvard University

    Excited States and Quantum Electrodynamical Interactions on NISQ Devices

    09:45-10:20am Layla Hormozi, Massachusetts Institute of Technology (MIT)

    Nonstoquastic Hamiltonians and Quantum Annealing

    10:20-10:50am Break

    10:50-11:25am Eden Figueroa, SBU Building a room temperature quantum computer

    11:25-12:00pm Sarah Elghazoly, Smith College Visualization and quantum computation of Moir superconductivity in bilayer graphene, carbon nanocones and nanostrips