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High Performance Visualization This group first and foremost is a space for those experimenting and learning to leverage High Performance Compute environments for visualization. To be a part of this community you don't need to be… Login to join
FASTER Fostering Accelerated Scientific Transformations, Education, and Research (FASTER) is a NSF-MRI-funded cluster (award number 2019129) that offers state of the art CPUs, GPUs, and NVMe (Non-Volatile… Login to join
AI Institutes Cyberinfrastructure Gathering place for AI researchers to find curated information about using ACCESS resources for AI applications and research. Login to join

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Engagements

GPU-accelerated Ice Sheet Flow Modeling
University of North Dakota

Sea levels are rising (3.7 mm/year and increasing!)! The primary contributor to rising sea levels is enhanced polar ice discharge due to climate change. However, their dynamic response to climate change remains a fundamental uncertainty in future projections. Computational cost limits the simulation time on which models can run to narrow the uncertainty in future sea level rise predictions. The project's overarching goal is to leverage GPU hardware capabilities to significantly alleviate the computational cost and narrow the uncertainty in future sea level rise predictions. Solving time-independent stress balance equations to predict ice velocity or flow is the most computationally expensive part of ice-sheet simulations in terms of computer memory and execution time. The PI developed a preliminary ice-sheet flow GPU implementation for real-world glaciers. This project aims to investigate the GPU implementation further, identify bottlenecks and implement changes to justify it in the price to performance metrics to a "standard" CPU implementation. In addition, develop a performance portable hardware (or architecture) agnostic implementation.

Status: Complete

People with Expertise

Katia Bulekova

Boston University

Programs

ACCESS CSSN, Campus Champions, CAREERS, CCMNet, Northeast

Roles

mentor, research computing facilitator, CCMNet

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Expertise

Patrick Clemins

Vermont EPSCoR, University of Vermont

Programs

Northeast

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Expertise

Jonathan Blanchard

Western New England University

Programs

Northeast

Roles

student-facilitator, mentee

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Expertise

People with Interest

Brian Haymore

University of Utah

Programs

Campus Champions, RMACC, CCMNet

Roles

mentor, research computing facilitator, ci systems engineer, CCMNet

Brian Haymore

Interests

Ron Rahaman

Georgia Institute of Technology

Programs

Campus Champions

Roles

research software engineer

Ronald Rahaman

Interests

Jeevesh Choudhury

Arizona State University

Programs

CCMNet

Roles

student-facilitator, research software engineer, CCMNet

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Interests