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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

Doruk Alp MUTLU

Michigan State University

Programs

ACCESS CSSN

Roles

student-facilitator

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Expertise

Mohammadreza Hadizadeh

Central State University

Programs

Campus Champions

Roles

researcher/educator, research computing facilitator

Expertise

Shane Sanders

The Jackson Laboratory

Programs

Campus Champions

Roles

researcher/educator, CampusChampionsAdmin, research computing facilitator, research software engineer, ci systems engineer

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Expertise

People with Interest

Jeff Ohrstrom

Ohio Supercomputer Center

Programs

CCMNet

Roles

CCMNet

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Interests

Martin Cuma

University of Utah

Programs

RMACC, Campus Champions

Roles

mentor, research computing facilitator

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Interests

Justin Oelgoetz

Austin Peay State University

Programs

Campus Champions, CCMNet

Roles

mentor, researcher/educator, research computing facilitator, CCMNet

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Interests