Workshops

Long Program Overview

Boosting materials science through BD & HPC

Boosting plasma science through BD & HPC

Big Data meets High-Performance Computing: An exciting new frontier

The Challenges of Large-Scale Simulation

Hardware Aspects of Extreme Scale Systems for HPC and Big Data, part 1

Overview: challenges and research directions in large scale data analytics and management

Hardware Aspects of Extreme Scale Systems for HPC and Big Data, part 2

High-Performance Numerical Algorithms for Large-Scale Simulation

Data Driven Discoveries in Science: from SkyServer to the SciServer, part 1

Build It and They Will Come: How Hardware Influences Large-Scale Simulation

Data Driven Discoveries in Science: from SkyServer to the SciServer, part 2

Current trends in big data analysis: second generation data processing

Scalable deep learning: using parallel algorithms and HPC systems to train large models on big data set

Model order reduction: Approximate yet accurate surrogates for large-scale simulation

Introduction to data analytics with Apache Spark + Hands-On/Walkthrough part

Multi-fidelity approaches: Fusing models and data to achieve efficient design, optimization and uncertainty quantification

Introduction to Machine Learning

Deep Learning for Scientific Computing: Recent Success, challenges, and next steps

Deep Learning for Science: current status and future directions