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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: Finishing Up

People with Expertise

Yuming Ding

University of Rhode Island

Programs

CAREERS

Roles

student-facilitator

Placeholder headshot

Expertise

Daniel Howard

University Corporation for Atmospheric Research

Programs

RMACC, Campus Champions, ACCESS CSSN

Roles

mentor, research computing facilitator, research software engineer

Daniel Howard headshot

Expertise

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Rohit K S S Vuppala

Oklahoma State University

Programs

Campus Champions

Roles

student champion

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Expertise

People with Interest

Elie Alhajjar

Programs

ACCESS CSSN

Roles

mentor, cssn, Consultant

Dr. Elie Alhajjar

Interests

Andrew Sherman

Yale University

Programs

ACCESS CSSN, Campus Champions, CAREERS

Roles

mentor, research computing facilitator, steering committee, regional admin, Match SC

Portait of Andrew Sherman

Interests

Yuming Ding

University of Rhode Island

Programs

CAREERS

Roles

student-facilitator

Placeholder headshot

Interests