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...
burak konduk	ACCESS CSSN, Campus Champions	ai artificial-intelligence campus-champions cognitive-science data-analysis data-science machine-learning mentorship 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		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
Suxia Cui	Campus Champions	ai cybersecurity data-analysis deep-learning image-processing machine-learning
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...
Yong Chen		ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website ai artificial-intelligence azure 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
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
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

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