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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

Matt Ferguson

Boise State University

Programs

At-Large

Roles

researcher/educator, cssn

picture of Matt Ferguson

Expertise

Andrew Sherman

Yale University

Programs

ACCESS CSSN, Campus Champions, CAREERS

Roles

mentor, research computing facilitator, steering committee, Match SC

Portait of Andrew Sherman

Expertise

Gaurav Khanna

University of Rhode Island

Programs

Campus Champions, CAREERS, Northeast

Roles

mentor, regional facilitator, researcher/educator, research computing facilitator, Affinity Group Leader, steering committee

Expertise

People with Interest

Wirawan Purwanto

Old Dominion University

Programs

Campus Champions, Northeast, ACCESS CSSN

Roles

mentor, research computing facilitator, cssn

Placeholder headshot

Interests

Matt Ferguson

Boise State University

Programs

At-Large

Roles

researcher/educator, cssn

picture of Matt Ferguson

Interests

Martin Cuma

University of Utah

Programs

RMACC, Campus Champions

Roles

mentor, research computing facilitator

Placeholder headshot

Interests