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deep-learning

Mentors and Regional Facilitators
Name Region Skills Interests
Alana Romanella Campus Champions
Michael Blackmon Campus Champions
Kevin Brandt Campus Champions, Great Plains
Balamurugan Desinghu ACCESS CSSN, Campus Champions, CAREERS, Northeast
Daniel Sierra-Sosa Campus Champions
Fernando Garzon ACCESS CSSN
Ibrahim Sheikh CAREERS
Jeffrey Weekley Campus Champions
Od Odbadrakh
Lonnie Crosby Campus Champions
shuai liu ACCESS CSSN
Michael Puerrer Campus Champions, Northeast
Maryam Taeb
Nect Admin Great Plains, Northeast, RMACC
Jeffrey J. Nuc… CAREERS
Renos Zabounidis Campus Champions
Grant Scott Great Plains
Xiaoqin Huang ACCESS CSSN
Shaohao Chen Northeast
Simon Delattre
William Lai ACCESS CSSN
Yongwook Song Kentucky
Users
Name Roles Skills Interests
Andrew Cheng
student facilitator
Ahamed Arafaat…
student facilitator
Joseph Antonucci
student facilitator
Balamurugan Desinghu
mentor
researcher/educator
rcf
Denis Kornev
researcher/educator
Girish Ganesan
student facilitator
Ibrahim Sheikh
student facilitator
mentor
regional facilitator
researcher/educator
rcf
Paritosh Kaushik
student facilitator
Madhukara Keku…
student facilitator
Mohamed Eltayeb
student facilitator
Jeffrey J. Nuc…
mentor
rcf
Parth Shah
student facilitator
Parameshwaran …
student facilitator
Yuan Qu
student facilitator
Sanguthevar Ra…
researcher/educator
Stanley Nwoji
researcher/educator
Som Bishoyi
student facilitator
Seth Rosen
student facilitator
Projects
Project Title Project Institution Project Owner Tags Status
Mapping mass and radius of compact objects to neutron star equation of state or boson star scalar potential Long Island University - Post Steven Liebling ai, astrophysics, deep-learning, machine-learning, neural-networks, nvidia, python, pytorch Recruiting
Deep learning for biomedical image analysis Southern Connecticut State University Binlin Wu ai, big-data, deep-learning, gpu, machine-learning, matlab, python, tensorflow Complete
High Performance Computing vs Quantum Computing for Neural Networks supporting Artificial Intelligence Pace University Avery Leider ai, big-data, deep-learning, github, hpc-cluster-architecture, hpc-operations, jupyterhub, machine-learning, natural-language-processing, proposal-development, python, quantum-mechanics, research-facilitation, research-grants, resources, scikit-learn, singularity, vectorization Complete
Assembly and Taxonomic Profiling of Metagenomic Sequences using Deep Learning University of Rhode Island Gaurav Khanna ai, bioinformatics, biology, deep-learning, gpu, hardware, machine-learning, neural-networks, python Complete
Deep-learning facilitated microscopy for the dissection of durable resistance to plant disease. University of Delaware Anita Schwartz deep-learning, python Complete
Vector Representation with a Finance Corpus Rhode Island College Gaurav Khanna bash, batch-jobs, deep-learning, distributed-computing, machine-learning, programming, python, research-facilitation, ssh Complete
Gravitational-wave Inference with Waveform Uncertainty University of Rhode Island -- Center for Computational Research Gaurav Khanna astrophysics, benchmarking, deep-learning, gravitational-waves, machine-learning Complete
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Engagements

AI for Business
University of California San Diego

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: In Progress
High Performance Computing vs Quantum Computing for Neural Networks supporting Artificial Intelligence
Pace University

A personalized learning system that adapts to learners' interests, needs, prior knowledge, and available resources is possible with artificial intelligence (AI) that utilizes natural language processing in neural networks. These deep learning neural networks can run on high performance computers (HPC) or on quantum computers (QC). Both HPC and QC are emergent technologies. Understanding both systems well enough to select which is more effective for a deep learning AI program, and show that understanding through example, is the ultimate goal of this project. The entry to learning technologies such as HPC and QC is narrow at present because it relies on classical education methods and mentoring. The gap between the knowledge workers needed, which is in high demand, and those with the expertise to teach, which is being achieved at a much slower rate, is widening. Here, an AI cognitive agent, trained via deep learning neural networks, can help in emergent technology subjects by assisting the instructor-learner pair with adaptive wisdom. We are building the foundations for this AI cognitive agent in this project.

The role of the student facilitator will involve optimizing a deep learning neural network, comparing and contrasting with the newest technologies, such as a quantum computer (and/or a quantum computer simulator) and a high performance computer and showing the efficiency of the different computing approaches. The student facilitator will perform these tasks at the rate described in the proposal. Milestone work will be displayed and shared publicly via posting to the Jupyter Notebooks on Google Colab and linked to regular Github uploads.

Status: Complete

People with Expertise

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

Expertise

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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

Expertise

+84 more tags

alex Gutierrez

California State University-Los Angeles

Programs

ACCESS CSSN

Roles

student-facilitator

Profile Photo

Expertise

People with Interest

yaniv kovalski

Stonehill College

Programs

Northeast

Roles

student-facilitator

Interests

Ibrahim Sheikh

CUNY School of Professional Studies

Programs

CAREERS

Roles

student-facilitator, mentor, regional facilitator, researcher/educator, research computing facilitator

Interests

Pramod Misra

Georgia Institute of Technology

Programs

ACCESS CSSN

Roles

cssn

Placeholder headshot

Interests

+31 more tags