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finite-element-analysis

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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

Xuejing Wang

University of Massachusetts Dartmouth

Programs

CAREERS

Roles

student-facilitator

Placeholder headshot

Expertise

Yongan Tang

North Carolina Central University

Programs

Campus Champions, CCMNet

Roles

cssn, CCMNet

NCCU

Expertise

Daniel Howard

University Corporation for Atmospheric Research

Programs

ACCESS CSSN, Campus Champions, CCMNet, RMACC

Roles

mentor, research computing facilitator, research software engineer, CCMNet

Daniel Howard headshot

Expertise

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People with Interest

Widodo Samyono

Jarvis Christian College

Programs

Campus Champions, CCMNet

Roles

researcher/educator, research computing facilitator, CCMNet

Widodo Samyono, PhD in Computational and Applied Mathematics

Interests

Programs

CCMNet

Roles

CCMNet

Interests

Elie Alhajjar

Programs

ACCESS CSSN, CCMNet

Roles

mentor, cssn, Consultant, CCMNet

Dr. Elie Alhajjar

Interests