Name | Region | Skills | Interests |
---|---|---|---|
Adam Carlson | Campus Champions | ||
Andrew Fullard | Campus Champions | ||
Ami Gaspar | Campus Champions, Northeast | ||
Adrian Del Maestro | Northeast | ||
Aaron Jezghani | Campus Champions | ||
Andrew Pasquale | ACCESS CSSN, At-Large, CCMNet, OnDemand | ||
Alyssa Pivirotto | ACCESS CSSN, Campus Champions | ||
Devin Bayly | ACCESS CSSN, Campus Champions, CCMNet | ||
Brian Gregor | ACCESS CSSN, Northeast, Campus Champions | ||
Michael Blackmon | Campus Champions, ACCESS CSSN | ||
Brett Milash | RMACC | ||
Brandon Biggs | OnDemand | ||
Kevin Bryan | Campus Champions | ||
Benjamin Meyers | Campus Champions | ||
Carrie Brown | CAREERS, ACCESS CSSN, CCMNet | ||
Christina Divoll | Campus Champions, ACCESS CSSN | ||
Craig Gross | Campus Champions, CCMNet | ||
Christopher Bl… | Campus Champions | ||
Cody Stevens | Campus Champions, CCMNet | ||
Cesar Sul | ACCESS CSSN, Campus Champions | ||
David Oury | Northeast | ||
Bala Desinghu | ACCESS CSSN, Campus Champions, CAREERS, Northeast | ||
Daniel Benedict | CCMNet | ||
Davide Del Vento | |||
David Carlson | ACCESS CSSN, OnDemand | ||
Daniel Morales | Campus Champions | ||
Deborah Penchoff | Campus Champions | ||
Daniel Howard | ACCESS CSSN, Campus Champions, CCMNet, RMACC | ||
David Liu | CCMNet | ||
David Ryglicki | |||
Darshan Sarojini | ACCESS CSSN | ||
Elie Alhajjar | ACCESS CSSN, CCMNet | ||
Edwin Posada | Campus Champions | ||
Eden Furtak-Cole | Campus Champions | ||
Fan Chen | ACCESS CSSN | ||
Fernando Garzon | ACCESS CSSN | ||
Feseha Abebe-Akele | CCMNet | ||
Ibrahim Sheikh | CAREERS | ||
Iman Rahbari | Campus Champions, ACCESS CSSN, CCMNet | ||
Yu-Chieh Chi | Campus Champions | ||
James Deaton | ACCESS CSSN, Campus Champions, Great Plains | ||
Jeho Park | CCMNet, Campus Champions | ||
Jacob Fosso Tande | ACCESS CSSN, Campus Champions, CCMNet | ||
Juanjo Garcia Mesa | Campus Champions, CCMNet, ACCESS CSSN | ||
Jordan Hayes | Campus Champions | ||
Jonathan Komperda | Campus Champions | ||
Jacob Pessin | Northeast | ||
John Goodhue | CAREERS, Northeast | ||
Juan Vanegas | Northeast | ||
Jeffrey Weekley | Campus Champions | ||
Jason Wells | ACCESS CSSN, Campus Champions | ||
Jason Yalim | Campus Champions | ||
Kali McLennan | Campus Champions, Great Plains | ||
Keri Toksu | Northeast, Campus Champions | ||
Kyle Krick | ACCESS CSSN, Campus Champions | ||
Katherine Nelson | Campus Champions, CAREERS, ACCESS CSSN | ||
Od Odbadrakh | ACCESS CSSN | ||
Kenneth Bundy | CAREERS | ||
Lakitha Wijeratne | TRECIS | ||
Thomas Langford | Campus Champions, CAREERS | ||
Lauren Hill-Beaton | CAREERS | ||
Lonnie Crosby | Campus Champions, ACCESS CSSN | ||
shuai liu | ACCESS CSSN | ||
Mohsen Ahmadkhani | CCMNet, ACCESS CSSN | ||
Martin Cuma | RMACC, Campus Champions | ||
Michael Kyle | Campus Champions | ||
Mattie Niznik | Campus Champions | ||
Mahmoud Parvizi | Campus Champions | ||
Michael Puerrer | Campus Champions, Northeast | ||
Michael Schnaitter | ACCESS CSSN | ||
Maryam Taeb | |||
Dr. Nabeel Alzahrani | Campus Champions, CCMNet | ||
Nicholas Danes | Campus Champions, MINES | ||
Nick Dusek | Campus Champions | ||
Nannan Shan | CCMNet, ACCESS CSSN | ||
Justin Oelgoetz | Campus Champions, CCMNet | ||
Nicholas Panchy | Campus Champions | ||
Mark Perri | Campus Champions | ||
Paul Rulis | Campus Champions | ||
Mike Renfro | Campus Champions, CCMNet | ||
Russell Hofmann | ACCESS CSSN, CCMNet | ||
Rob Coyne | CAREERS | ||
Ron Rahaman | Campus Champions | ||
SAI MUKKAVILLI | ACCESS CSSN, CCMNet, Campus Champions | ||
Grant Scott | Great Plains | ||
Shawn Doughty | Campus Champions, Northeast | ||
Shane Sanders | Campus Champions | ||
Xiaoqin Huang | ACCESS CSSN | ||
Shubha Kope | Campus Champions | ||
Swabir Silayi | ACCESS CSSN, CCMNet, Campus Champions | ||
Simon Delattre | |||
Suhong Li | CAREERS, ACCESS CSSN | ||
Soham Pal | ACCESS CSSN, Campus Champions, CCMNet | ||
Spencer Pruitt | Northeast | ||
Sumit Saluja | Campus Champions | ||
William Sanders | Campus Champions | ||
Sebastian Sensale | Campus Champions | ||
Shawn Sivy | Campus Champions, CAREERS | ||
Steve Spicklemire | Campus Champions | ||
Sathish Srinivasan | ACCESS CSSN | ||
Tyler Burkett | Kentucky | ||
Timothy Middelkoop | ACCESS CSSN, Campus Champions, CCMNet, Great Plains | ||
Thomas Pranzatelli | |||
Travis Ravert | CCMNet | ||
Xiaoge Wang | Campus Champions | ||
Wesley Brashear | ACCESS CSSN, Campus Champions | ||
Wirawan Purwanto | Campus Champions, Northeast, ACCESS CSSN | ||
William Lai | ACCESS CSSN |
Logo | Name | Description | Tags | Join |
---|---|---|---|---|
AI Institutes Cyberinfrastructure | Gathering place for AI researchers to find curated information about using ACCESS resources for AI applications and research. | Login to join |
Title | Date |
---|---|
CI Pathways: Leading the Way to Effective CI Use | 02/20/25 |
Title | Date |
---|---|
HPC & Data Science Summer Institute 2025 | 8/04/25 |
HPC & Data Science Summer Institute 2025 | 8/04/25 |
HPC & Data Science Summer Institute 2025 | 8/04/25 |
Title | Category | Tags | Skill Level |
---|---|---|---|
ACES: Charliecloud Containers for Scientific Workflows (Tutorial) | Learning | ACES, TAMU, scratch, lammps, tensorflow, open-ondemand, gpu, nfs, slurm, bash, training, python, containers | Beginner |
Advanced Mathematical Optimization Techniques | Learning | optimization, python | Beginner, Intermediate, Advanced |
AHPCC documentary | Docs | login, batch-jobs, slurm, bash, ssh, python, mpi | Beginner, Intermediate |
I aim to run a Bayesian Nonparametric Ensemble (BNE) machine learning model implemented in MATLAB. Previously, I successfully tested the model on Columbia's HPC GPU cluster using SLURM. I have since enabled MATLAB parallel computing and enhanced my script with additional lines of code for optimized execution.
I want to leverage ACCESS Accelerate allocations to run this model at scale.
The BNE framework is an innovative ensemble modeling approach designed for high-resolution air pollution exposure prediction and spatiotemporal uncertainty characterization. This work requires significant computational resources due to the complexity and scale of the task. Specifically, the model predicts daily air pollutant concentrations (PM2.5 and NO2 at a 1 km grid resolution across the United States, spanning the years 2010–2018. Each daily prediction dataset is approximately 6 GB in size, resulting in substantial storage and processing demands.
To ensure efficient training, validation, and execution of the ensemble models at a national scale, I need access to GPU clusters with the following resources:
In addition to MATLAB, I also require Python and R installed on the system. I use Python notebooks to analyze output data and run R packages through a conda environment in Jupyter Notebook. These tools are essential for post-processing and visualization of model predictions, as well as for running complementary statistical analyses.
To finalize the GPU system configuration based on my requirements and initial runs, I would appreciate guidance from an expert. Since I already have approval for the ACCESS Accelerate allocation, this support will help ensure a smooth setup and efficient utilization of the allocated resources.
North Dakota State University
Campus Champions
research computing facilitator, ci systems engineer
University of Vermont
Northeast, Campus Champions
mentor, research computing facilitator, regional admin
Penn State University (New Kensington Campus)
CAREERS
researcher/educator
Harrisburg University of Science and Technology
CAREERS
researcher/educator