权益分类	功能权益	普通用户	{{item.name}}会员
{{category.name}}	{{benefitItem.name}}

Computational Modeling and Analysis Core

计算建模和分析核心

基本信息

批准号：
10418521
负责人：
Alireza Tavakkoli
金额：
$ 17.1万
依托单位：
UNIVERSITY OF NEVADA RENO
依托单位国家：
美国
项目类别：
财政年份：
2022
资助国家：
美国
起止时间：
2022-07-15 至 2027-05-31
项目状态：
未结题

来源：
https://reporter.nih.gov/project-details/10418521
关键词：
Acceleration Address Adoption Advanced Development Artificial Intelligence Award Behavioral Sciences Big Data Biomedical Research Centers of Research Excellence Communities Complex Computer Analysis Computer Models Computer Vision Systems Computer software Computing Methodologies Consult Contract Services Core Facility Custom Data Data Analyses Data Analytics Development Engineering Ensure Equipment Evolution Experimental Designs Faculty Fee-for-Service Plans Fees Goals Grant High Performance Computing Human Resources Infrastructure Institutes Journals Libraries Machine Learning Measurement Measures Medical Modeling Modernization Neurosciences Neurosciences Research Phase Physiological Pilot Projects Principal Investigator Reproducibility Research Research Activity Research Infrastructure Research Personnel Research Support Resources Sample Size Scientist Series Service delivery model Services Specialist Statistical Computing Statistical Data Interpretation Statistical Methods Statistical Models Structure Supercomputing System Time Training Training and Education Translating United States National Institutes of Health Universities Wages Work analytical tool base cohesion computational platform computer science computing resources cost data modeling deep learning deep learning model design experience experimental study graduate student machine learning model mid-career faculty multimodality neuroimaging novel operation pressure programs prototype sound statistical learning statistics supervised learning tool trend

项目摘要

Program Director/Principal Investigator (Last, First, Middle): Michael A. Webster Project Summary Computational Modeling and Analysis Core In Phase III, the Computational Modeling and Analysis (CMA) Core will provide COBRE investigators with expanded computational services by establishing formal structures and pipelines into a cohesive unit of operation with four main operational components (high-performance computing, CPU-intensive computing, machine learning infrastructure, design to development pipelines). In particular, the Core will offer investigators specialized expertise in artificial intelligence (AI) and computational modeling relevant to neuroscience experiments, including analysis and interpretation of various physiological and functional measurements, design and development of deep learning models for medical and behavioral sciences, deployment of accelerated AI frameworks on high-performance computing platforms, and sophisticated statistical analysis for a wide variety of tasks. The core will be directed by a research computing expert, Dr. Alireza Tavakkoli, who is an associate professor of computer science and engineering with expertise in AI, machine learning, computer vision, high-performance computing, and interdisciplinary computing. During Phase III, the core will focus on establishing a streamlined and sustainable model of operation through the following aims: 1) to expand and enhance computational capabilities, services, and resources; 2) to provide access, training, education and assistance in statistical analysis and computational modeling; 3) to establish a sustainable core facility within a distributed Computational Modeling Unit and infrastructure to support it. The Computational Modeling and Analysis core will provide resources and services essential to ensure competitiveness of UNR and COBRE investigators by utilizing novel and sophisticated AI-enabled computational modeling and interpretation as well as statistical analysis and data analytics support for studies focused on the neurosciences. OMB No. 0925-0001/0002 (Rev. 03/2020 Approved Through 02/28/2023) Page Continuation Format Page

项目主管/首席研究员（倒数第一中）：Michael A. Webster