machine-learning

Mentors and Regional Facilitators

Name	Region	Skills	Interests
Alana Romanella	Campus Champions	affinity-group ai big-data community-outreach data-analysis data-science deep-learning documentation more...
Bala Desinghu	CAREERS	ai big-data community-outreach computational-chemistry data-analysis dft image-processing machine-learning more...
Brian Gregor	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
Kevin Brandt	Campus Champions, Great Plains	ai batch-jobs cloud-storage cluster-support cybersecurity data-management 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...
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...
Balamurugan 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 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
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...
George Young	CAREERS	ai conda machine-learning matlab project-management python	julia machine-learning matlab python r
Craig Gross	Campus Champions	bash c c++ conda data-analysis data-science git github more...
Iman Rahbari	Campus Champions, ACCESS CSSN	bash computational-fluid-dynamics comsol data-analysis fortran machine-learning matlab modules more...	abaqus ai anvil aws bash batch-jobs bridges-2 computational-fluid-dynamics more...
Jason Smith	CAREERS	image-processing machine-learning monte-carlo
Jason Wells	Campus Champions	administering-hpc api bash batch-jobs biology cluster-management cluster-support computational-fluid-dynamics more...
Jeffrey Weekley	Campus Champions	administering-hpc archiving biology community-outreach condo containers cybersecurity data-compliance more...
Lakitha Wijeratne	TRECIS	image-processing machine-learning matlab python slurm	c++ image-processing machine-learning matlab neural-networks python slurm
shuai liu	ACCESS CSSN	ai anaconda azure big-data bioinformatics biology containers data-analysis more...
Mami Hayashida	Kentucky	ceph image-processing machine-learning neural-networks
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...
Neil McGlohon	CAREERS	ai anaconda bash benchmarking big-data conda distributed-computing machine-learning more...	distributed-computing python
Jeffrey J. Nuc…	CAREERS	archiving bash big-data cluster-support community-outreach cybersecurity deep-learning file-systems 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
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	computational-chemistry data-analysis data-science dft gaussian genomics gromacs kubernetes more...	administering-hpc cluster-support computational-chemistry data-analysis data-science gaussian genomics gromacs 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...
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	Campus Champions	bash c++ conda file-formats git github github-pages jupyterhub more...
Swabir Silayi	Campus Champions	amber anaconda bash batch-jobs benchmarking c c++ checkpoint more...	administering-hpc cluster-management
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...
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

Topics from Ask.CI

Affinity Groups

Logo	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…	jetstream cloud-open-source cloud-storage openstack ai machine-learning 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

Users

Name	Roles	Skills	Interests
Brian Gregor	mentor rcf	big-data debugging gpu hardware job-sizing machine-learning matlab mpi more...
Balamurugan Desinghu	mentor 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 geographic-information-system 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...
Michael Puerrer	rcf	astrophysics bash benchmarking c c++ conda containers cuda 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, geographic-information-system, 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, geographic-information-system, 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

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Affinity Groups

Logo	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…	jetstream cloud-open-source cloud-storage openstack ai machine-learning 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

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Topics from Ask.CI

CI Links

Title	Category	Tags	Skill Level
A visual introduction to Gaussian Belief Propagation	Website	ai, machine-learning	Beginner, Intermediate
ACCESS HPC Workshop Series	Learning	big-data, deep-learning, machine-learning, neural-networks, tensorflow, gpu, technical-training-for-hpc, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark	Beginner, Intermediate
Active inference textbook	Learning	ai, machine-learning, neural-networks	Beginner, Intermediate, Advanced