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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 BNL’S 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 D’Imperio, 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 Moiré superconductivity in bilayer graphene, carbon nanocones and nanostrips”