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Resources

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

Ryan De Lorenzo

Rutgers - Camden

Programs

CAREERS

Roles

student-facilitator

Expertise

c
+11 more tags

Tolu Oyeniyi

University of Maine at Fort Kent

Programs

Northeast

Roles

student-facilitator

Expertise

Hening Cui

Columbia University

Programs

CAREERS

Roles

student-facilitator

Expertise

People with Interest

Parameshwaran Pasupathy

Rutgers University - New Brunswick

Programs

ACCESS CSSN, CAREERS

Roles

student-facilitator

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Interests

Wirawan Purwanto

Old Dominion University

Programs

Campus Champions, Northeast, ACCESS CSSN

Roles

mentor, research computing facilitator, cssn

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Interests

Justin Oelgoetz

Austin Peay State University

Programs

Campus Champions

Roles

mentor, researcher/educator, research computing facilitator

Placeholder headshot

Interests