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machine-learning

Mentors and Regional Facilitators
Name Region Skills Interests
Andrew Fullard Campus Champions
Alana Romanella Campus Champions
Brian Gregor Northeast, Campus Champions
Ben Lynch Campus Champions
Kevin Brandt Campus Champions, Great Plains, CCMNet
Benjamin Meyers Campus Champions
Craig Gross Campus Champions
Chris Carothers CAREERS
Christopher Bl… Campus Champions
Balamurugan Desinghu ACCESS CSSN, Campus Champions, CAREERS, Northeast
Daniel Sierra-Sosa Campus Champions
Fan Chen ACCESS CSSN
Fernando Garzon ACCESS CSSN
Feseha Abebe-Akele CCMNet
George Young CAREERS
Iman Rahbari Campus Champions, ACCESS CSSN
Jason Smith CAREERS
Jeffrey Weekley Campus Champions
Jason Wells ACCESS CSSN, Campus Champions
Od Odbadrakh ACCESS CSSN
Lakitha Wijeratne TRECIS
shuai liu ACCESS CSSN
Mohsen Ahmadkhani CCMNet, ACCESS CSSN
Mami Hayashida Kentucky
Michael Puerrer Campus Champions, Northeast
Maryam Taeb
Neil McGlohon CAREERS
Jeffrey J. Nuc… CAREERS
Mahmoud Parvizi Campus Champions
Paul Rulis Campus Champions
Renos Zabounidis Campus Champions
Russell Hofmann ACCESS CSSN
Grant Scott Great Plains
Shane Sanders Campus Champions
Xiaoqin Huang ACCESS CSSN
Shaohao Chen Northeast
Simon Delattre
Suhong Li CAREERS, ACCESS CSSN
Soham Pal ACCESS CSSN, Campus Champions, CCMNet
William Sanders Campus Champions
Swabir Silayi Campus Champions
Vedang Chauhan Northeast
Xiaoge Wang Campus Champions
William Lai ACCESS CSSN
Yongwook Song Kentucky
Users
Name Roles Skills Interests
Brian Gregor
mentor
rcf
Balamurugan Desinghu
mentor
researcher/educator
rcf
George Avirappattu
researcher/educator
Jack Boynton
student facilitator
researcher/educator
Justin McKennon
researcher/educator
Jonathan Blanchard
student facilitator
mentee
Michael Puerrer
rcf
safwan wshah
researcher/educator
Shaohao Chen
mentor
Vedang Chauhan
mentor
researcher/educator
Yating Fang
student facilitator
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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Affinity Groups

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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… 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… Login to 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

Topics from Ask.CI

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Knowledge Base Resources

Engagements

AI for Business
San Diego State University

The research focus is to apply the pre-training techniques of Large Language Models to the encoding process of the Code Search Project, to improve the existing model and develop a new code searching model. The assistant shall explore a transformer or equivalent model (such as GPT-3.5) with fine-tuning, which can help achieve state-of-the-art performance for NLP tasks. The research also aims to test and evaluate various state-of-the-art models to find the most promising ones.

Status: Finishing Up

People with Expertise

Russell Hofmann

Internet2

Programs

ACCESS CSSN

Roles

mentor, cssn

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Expertise

Shane Sanders

The Jackson Laboratory

Programs

Campus Champions

Roles

researcher/educator, CampusChampionsAdmin, research computing facilitator, research software engineer, ci systems engineer

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Expertise

Shaohao Chen

Massachusetts Institute of Technology

Programs

Northeast

Roles

mentor

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Expertise

People with Interest

Jonathan Blanchard

Western New England University

Programs

Northeast

Roles

student-facilitator, mentee

Placeholder headshot

Interests

Andrew Fullard

University of Denver

Programs

Campus Champions

Roles

mentor, researcher/educator, research computing facilitator, research software engineer

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Interests

Balamurugan Desinghu

Rutgers, the State University of New Jersey

Programs

ACCESS CSSN, Campus Champions, CAREERS, Northeast

Roles

mentor, researcher/educator, research computing facilitator, cssn, Consultant

Bala Desinghu Photo

Interests