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CI Links

Title Category Tags Skill Level
ACCESS HPC Workshop Series Learning deep-learningmachine-learningneural-networks +12 more tags Beginner, Intermediate
AI for improved HPC research - Cursor and Termius - Powerpoint Slides documentationaimachine-learning +5 more tags Beginner, Intermediate
AI powered VsCode Editor Tool aimachine-learningworkflow +4 more tags Beginner, Intermediate

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

Yating Fang

Rutgers University

Programs

Northeast

Roles

student-facilitator

Placeholder headshot

Expertise

Scott Valcourt

Roux Institute, Northeastern University

Programs

Northeast, Campus Champions

Roles

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

Expertise

Adrian Del Maestro

University of Tennessee, Knoxville

Programs

Northeast

Roles

mentor, researcher/educator, Careers SC, Match SC

picture of Adrian Del Maestro

Expertise

People with Interest

Paul Rulis

University of Missouri-Kansas City

Programs

Campus Champions

Roles

researcher/educator, research computing facilitator

Paul Rulis

Interests

Daniel Yi

Programs

ACCESS CSSN

Roles

student-facilitator

Placeholder headshot

Interests

+42 more tags

Gil Speyer

Arizona State University

Programs

ACCESS CSSN

Roles

CIP

Placeholder headshot

Interests