machine-learning

Mentors and Regional Facilitators

Name	Region	Skills	Interests
Anas Alsobeh	CCMNet, Campus Champions	abstract ACCESS ACCESS-account account affiliations ai application-status artificial-intelligence more...	abstract ACCESS ACCESS-account ACCESS-allocations ACCESS-website account affiliations ai more...
Andrew Fullard	Campus Champions	astrophysics batch-jobs conda data-analysis fortran git jupyterhub machine-learning more...	big-data community-outreach cuda data-reproducibility easybuild machine-learning
Aniruddha Maiti	ACCESS CSSN, Campus Champions	ai artificial-intelligence computer-vision data-science deep-learning generative-ai llm machine-learning more...	ai artificial-intelligence bash batch-jobs big-data c cognitive-bias computer-graphics more...
Alana Romanella	Campus Champions	affinity-group ai big-data community-outreach data-analysis data-science deep-learning documentation more...
Brian Gregor	ACCESS CSSN, Northeast, Campus Champions	big-data debugging gpu hardware job-sizing machine-learning matlab mpi more...
Ben Lynch	Campus Champions	ceph computational-chemistry gpu machine-learning neural-networks s3
Brandon Biggs	OnDemand	administering-hpc ai anaconda ansible api artificial-intelligence authentication bash more...
Kevin Brandt	Campus Champions, Great Plains, CCMNet	ACCESS ACCESS-account ACCESS-allocations ACCESS-website account affinity-group ai allocation-users more...	affiliations ai checkpoint cilogon cloud-commercial data-management-software data-wrangling deep-learning more...
Benjamin Meyers	Campus Champions	bash batch-jobs cybersecurity data-science dependencies git machine-learning natural-language-processing more...	administering-hpc bash batch-jobs conda cybersecurity data-analysis data-science dependencies more...
Craig Gross	Campus Champions, CCMNet	bash c c++ conda data-analysis data-science git github more...
Chris Carothers	CAREERS	cuda file-systems gpu machine-learning mpi parallelization slurm
Christopher Bl…	Campus Champions	anaconda aws azure bash benchmarking c c++ cloud-commercial more...
Bala Desinghu	ACCESS CSSN, Campus Champions, CAREERS, Northeast	ai anaconda api bash batch-jobs benchmarking big-data bioinformatics more...	affinity-group ai allocations-proposal amber anaconda archiving backup bash more...
Daniel Morales	Campus Champions	ACCESS ACCESS-allocations ACCESS-credits adding-users allocation-management anaconda bash batch-jobs more...	ACCESS ACCESS-allocations allocation-management bioinformatics biology community-outreach conda deep-learning more...
Deborah Penchoff	Campus Champions	abstract ACCESS ACCESS-account adding-users affiliations ai allocation-management allocation-time more...
David Liu	CCMNet	abstract ACCESS ACCESS-account ACCESS-allocations account administering-hpc affiliations ai more...	ai cognitive-bias computer-vision deep-learning generative-ai llm machine-learning NAIRR-pilot more...
Daniel Sierra-Sosa	Campus Champions	ai data-analysis deep-learning image-processing machine-learning neural-networks quantum-computing quantum-mechanics	ai data-analysis deep-learning image-processing neural-networks quantum-computing quantum-mechanics
Fan Chen	ACCESS CSSN	ACCESS-account ACCESS-allocations ai c cloud-computing cuda cybersecurity data-science more...	ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website ai bioinformatics c more...
Fernando Garzon	ACCESS CSSN	abstract ai aws bash batch-jobs big-data citation containers more...	ai aws azure bash batch-jobs big-data c c++ more...
Feseha Abebe-Akele	CCMNet	abstract ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website account adding-users more...	ACCESS ACCESS-allocations account ACES administering-hpc ai allocations-extension allocations-proposal more...
Iman Rahbari	Campus Champions, ACCESS CSSN, CCMNet	bash comsol data-analysis fluid-dynamics fortran machine-learning matlab modules more...	abaqus ai anvil aws bash batch-jobs bridges-2 comsol more...
Izzat Alsmadi	Campus Champions, ACCESS CSSN, CCMNet	ACCESS ai data-analysis deep-learning generative-ai linear-programming llm machine-learning more...
Jason Smith	CAREERS	image-processing machine-learning monte-carlo
Jeho Park	CCMNet, Campus Champions	ACCESS bash batch-jobs benchmarking big-data bridges-2 c c++ more...	ai api arcgis aws azure benchmarking cloud-computing generative-ai more...
Jonathan Komperda	Campus Champions	ACCESS ACCESS-allocations administering-hpc artificial-intelligence benchmarking c c++ centos more...
Jeffrey Weekley	Campus Champions	administering-hpc archiving biology community-outreach condo containers cybersecurity data-compliance more...
Jason Wells	ACCESS CSSN, Campus Champions	administering-hpc api bash batch-jobs biology cluster-management cluster-support comsol more...
Od Odbadrakh	ACCESS CSSN	ACCESS ACCESS-account ACCESS-allocations account affinity-group ai archiving bash more...	ACCESS account ai archiving bash batch-jobs benchmarking c more...
Lakitha Wijeratne	TRECIS	image-processing machine-learning matlab python slurm	c++ image-processing machine-learning matlab neural-networks python slurm
Luis Cueva Parra	Campus Champions, CCMNet	campus-champions computer-science data-analysis linear-programming machine-learning mathematics monte-carlo openmp more...	containers cpu-bound docker git git-lfs github github-pages kubernetes more...
shuai liu	ACCESS CSSN	ai anaconda azure big-data bioinformatics biology containers data-analysis more...
Mohsen Ahmadkhani	CCMNet, ACCESS CSSN	ai bash batch-jobs big-data centos computer-vision conda containers more...	ACCESS administering-hpc ai allocation-management api arcgis aws azure more...
Mami Hayashida	Kentucky	ceph image-processing machine-learning neural-networks
Mattie Niznik	Campus Champions	anaconda bash batch-jobs cluster-support compiling conda data-science docker more...	data-analysis data-science generative-ai git github github-pages html llm more...
Mahmoud Parvizi	Campus Champions	astrophysics big-data cloud-computing data-analysis data-science machine-learning particle-physics python more...	deep-learning management neural-networks professional-development training
Michael Puerrer	Campus Champions, Northeast	astrophysics bash benchmarking c c++ conda containers cuda more...
Maryam Taeb		abstract ai anaconda bash big-data community-outreach conda cybersecurity more...	abstract ai anaconda api bash big-data c citation more...
Dr. Nabeel Alzahrani	Campus Champions, CCMNet	abstract ACCESS affiliations ai api artificial-intelligence campus-champions citation more...	abstract ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website administering-hpc affiliations more...
Neil McGlohon	CAREERS	ai anaconda bash benchmarking big-data conda distributed-computing machine-learning more...	distributed-computing python
Jeffrey J. Nuc…	CAREERS, CCMNet	archiving bash big-data cluster-support community-outreach cybersecurity deep-learning file-systems more...
Paul Rulis	Campus Champions	abstract affiliations ai bash batch-jobs c c++ checkpoint more...	abstract affiliations ai amber atlas bash batch-jobs benchmarking more...
Renos Zabounidis	Campus Champions	deep-learning machine-learning monte-carlo neural-networks vectorization
Russell Hofmann	ACCESS CSSN, CCMNet	computational-chemistry data-analysis data-science dft gaussian genomics gromacs kubernetes more...	administering-hpc cluster-support computational-chemistry data-analysis data-science dft gaussian genomics more...
SAI MUKKAVILLI	ACCESS CSSN, CCMNet, Campus Champions	api aws azure c++ cloud-computing cloud-storage css deep-learning more...	ai aws azure c++ cloud cloud-commercial cloud-computing cloud-storage more...
Grant Scott	Great Plains	ai aws bash big-data c++ compiling containers cuda more...	management
Shane Sanders	Campus Champions	bioinformatics c c++ containers machine-learning programming python research-grants more...	archiving big-data data-analysis data-compliance data-lifecycle data-management data-reproducibility data-retention more...
Xiaoqin Huang	ACCESS CSSN	ACCESS-account ACCESS-credits adding-users affinity-group allocations-extension allocations-proposal amber anaconda more...	ACCESS-credits ACCESS-website adding-users affinity-group allocations-extension allocations-proposal amber anaconda more...
Shaohao Chen	Northeast	ai bash batch-jobs compiling containers cuda debugging deep-learning more...
Liwen Shih	Campus Champions, ACCESS CSSN, CCMNet	ACCESS ACCESS-website ACES ai artificial-intelligence benchmarking bridges-2 computer-science more...	ai artificial-intelligence campus-champions composable-systems computer-science computer-vision cpu-architecture data-analysis more...
Swabir Silayi	ACCESS CSSN, CCMNet, Campus Champions	amber anaconda bash batch-jobs benchmarking c c++ checkpoint more...	administering-hpc cluster-management
Simon Delattre		anaconda bash big-data conda data-transfer data-wrangling deep-learning machine-learning more...	bioinformatics
Suhong Li	CAREERS, ACCESS CSSN	anaconda big-data cleanup data-analysis data-wrangling github machine-learning natural-language-processing more...
Soham Pal	ACCESS CSSN, Campus Champions, CCMNet	bash c++ conda file-formats git github github-pages jupyterhub more...
William Sanders	Campus Champions	bioinformatics c c++ containers machine-learning programming python research-grants more...	archiving big-data data-analysis data-compliance data-lifecycle data-management data-reproducibility data-retention more...
Sathish Srinivasan	ACCESS CSSN	acls administering-hpc ai ansible bash batch-jobs benchmarking big-data more...	artificial-intelligence bioinformatics biology computational-chemistry computer-science data-science genomics mathematics more...
Mohammad Al-Tahat	CAREERS, Campus Champions, CCMNet	ACCESS anvil aws azure bash c c++ cloud more...	abstract ACCESS ACCESS-account ACCESS-website account ACES affiliations ai more...
Thomas Pranzatelli		bash batch-jobs bioinformatics biology c c++ cloud-computing cluster-management more...	bash biology cuda deep-learning distributed-computing gpu IO-issue julia more...
Vedang Chauhan	Northeast	community-outreach data-management image-processing machine-learning management professional-development project-management research-facilitation more...	anaconda big-data cleanup community-outreach data-analysis data-management data-transfer deep-learning more...
Xiaoge Wang	Campus Champions	bash batch-jobs benchmarking c c++ centos checkpoint compiling more...
William Lai	ACCESS CSSN	administering-hpc ai anaconda archiving backup bash bioinformatics biology more...	administering-hpc ai archiving bash benchmarking big-data bioinformatics biology more...
Yongwook Song	Kentucky	azure big-data deep-learning machine-learning tensorflow

Users

Name	Roles	Skills	Interests
Brian Gregor	mentor rcf	big-data debugging gpu hardware job-sizing machine-learning matlab mpi more...
Bala Desinghu	mentor researcher/educator rcf	ai anaconda api bash batch-jobs benchmarking big-data bioinformatics more...	affinity-group ai allocations-proposal amber anaconda archiving backup bash more...
George Avirappattu	researcher/educator	c++ deep-learning gis image-processing java machine-learning python pytorch more...
Jack Boynton	student facilitator researcher/educator	ai anaconda api aws bash batch-jobs benchmarking c++ more...
Justin McKennon	researcher/educator	astrophysics machine-learning particle-physics quantum-mechanics
Jonathan Blanchard	student facilitator mentee	benchmarking file-systems github github-pages gpu hardware image-processing machine-learning more...	benchmarking file-systems github github-pages gpu hardware image-processing machine-learning more...
Matt Ferguson	researcher/educator	ACCESS ai anaconda bash bioinformatics biology c charmm more...	ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website ai amber anaconda more...
Michael Puerrer	rcf	astrophysics bash benchmarking c c++ conda containers cuda more...
Manas Vishal	student facilitator	abstract administering-hpc affiliations ai anaconda artificial-intelligence astronomy astrophysics more...	abaqus abstract account administering-hpc affiliations ai anaconda and more...
safwan wshah	researcher/educator	ai big-data deep-learning image-processing machine-learning programming software-installation
Shaohao Chen	mentor	ai bash batch-jobs compiling containers cuda debugging deep-learning more...
Vedang Chauhan	mentor researcher/educator	community-outreach data-management image-processing machine-learning management professional-development project-management research-facilitation more...	anaconda big-data cleanup community-outreach data-analysis data-management data-transfer deep-learning more...
Yating Fang	student facilitator	bash c c++ data-analysis deep-learning linear-programming machine-learning matlab more...	anaconda bash big-data c c++ conda cuda data-analysis more...

Projects

Project Title	Project Institution	Project Owner	Tags	Status
Unsupervised learning of topologically ordered phases of matter	Middlebury College	Northeast Cyberteam	gpu, machine-learning, quantum-mechanics	Complete
Using Long Short Term Memory to Obtain Particle Attributes during the Encapsulation Process of High Temperature Phase Change Materials	Western New England University	Jingru Benner	deep-learning, machine-learning, matlab, openfoam	Complete
Machine learning for material property prediction	University of Maine Orono	Northeast Cyberteam	big-data, data-wrangling, computational-chemistry, molecular-dynamics, machine-learning, python, gpu	Complete
Learning dynamical systems with GPU-enabled scientific machine learning		Alfa Heryudono	gravitational-waves, machine-learning	Complete
Using Genetic Algorithms and Support Vector Machines in Forest Mapping	University of Maine	Kasey Legaard	big-data, compiling, data-management, machine-learning, matlab, neural-networks, openstack, parallelization, programming, workflow	Complete
Deep Learning High-Resolution Land Cover Mapping for Vermont	University of Vermont	Jarlath O'Neil-Dunne	arcgis, big-data, distributed-computing, gis, image-processing, machine-learning, python	Complete
Utility poles Geo-Localization and Risk Estimation using Deep Learning	University of Vermont	safwan wshah	ai, arcgis, big-data, conda, cuda, deep-learning, gis, gpu, machine-learning, pip, python, tensorflow, unix-environment	Complete
Bearing Condition Monitoring using Machine Learning	Western New England University	Vedang Chauhan	ai, data-analysis, data-transfer, machine-learning, neural-networks, programming	Complete

Blog Entries

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Organizations

WCI

cloud-computing visualization big-data data-analysis deep-learning

Affinity Groups

Name	Description	Tags	Join
Jetstream-2	Jetstream2 is a transformative update to the NSF’s science and engineering cloud infrastructure and provides 8 petaFLOPS of supercomputing power to simplify data analysis, boost discovery, and…	ai machine-learning jetstream cloud-open-source cloud-storage openstack tensorflow science-gateway gpu nvidia cuda jupyterhub matlab vnc containers singularity	Login to join
AI Institutes Cyberinfrastructure	Gathering place for AI researchers to find curated information about using ACCESS resources for AI applications and research.	ai machine-learning gpu python	Login to join
Anvil	Purdue University is the home of Anvil, a powerful new supercomputer that provides advanced computing capabilities to support a wide range of computational and data-intensive research spanning from…	ai machine-learning anvil gpu	Login to join

Announcements

Title	Date
CI Pathways: Leading the Way to Effective CI Use	02/20/25
NSF NCAR's Derecho Expands Resources For Earth Science	02/06/25
ACCESS Welcomes FABRIC to its Computing Resource Ecosystem	01/07/25