Sort
15,895 grants matching “artificial intelligence”
GOALI: Magnetoelectric Nanoparticles As Multi-Field Controlled Devices for Activation of Brain Circuitry
$500,000Sakhrat Khizroev · University Of Miami · · FY2022 · ENG
CAREER: Computational structured light imaging for widefield mapping of histologic primitives
$500,000Nicholas J Durr · Johns Hopkins University · · FY2022 · ENG
CAREER: Universal Modeling of Real and Virtual Energy Storage with Connected Power Electronics
$500,000Yue Cao · Oregon State University · · FY2022 · ENG
Collaborative Research: HCC: Medium: Learning to coordinate between human and a robotic prosthesis for symbiotic locomotion
$500,000Jennie Si · Arizona State University · · FY2022 · CSE
AF: Small: An Algorithmic Theory of Brain Behavior: Concept Representation and Learning in Spiking Neural Networks
$500,000Nancy A Lynch · Massachusetts Institute Of Technology · · FY2022 · CSE
III: Small: Neural Probabilistic Circuits: Towards Compositional and Interpretable Neuro-Symbolic AI
$500,000Han Zhao · University Of Illinois At Urbana-Champaign · · FY2025 · CSE
GOALI: Federated Interdependency Learning for Securing Distributed Manufacturing Systems
$500,000Nagi Gebraeel · Georgia Tech Research Corporation · · FY2025 · ENG
GENOMIC SELECTION HAS BEEN REVOLUTIONARY FOR ANIMAL BREEDING, BUT CURRENT GENOMIC BREEDING VALUES DO NOT ACCOUNT FOR ENVIRONMENTAL DIFFERENCES ACROSS PRODUCTION ENVIRONMENTS. THERE IS A NEED TO QUANTIFY THE EFFECTS OF CLIMATE VARIABLES ON LIVESTOCK PRODUCTION, UNDERSTAND HOW THEY INTERACT WITH EACH OTHER AND WITH THE GENETIC COMPONENTS OF IMPORTANT TRAITS. THE MAIN OBJECTIVE OF THIS PROJECT IS TO DEVELOP PREDICTION MODELS THAT MAKE USE OF LARGE-SCALE ENVIRONMENTAL AND GENOMIC DATA TO MODEL GENETIC, ENVIRONMENTAL AND GENE-BY-ENVIRONMENT INTERACTIONS. IN THIS PROJECT WE WILL DEVELOP NOVEL STATISTICAL AND COMPUTATIONAL APPROACHES FOR PREDICTION METHODOLOGY TO BE ABLE TO ADDRESS THE DIMENSIONALITY PROBLEM CAUSED BY THE CONTINUOUS NATURE OF CLIMATE VARIABLES AND THEIR MULTITUDE OF POSSIBLE PARAMETERS AND INTERACTIONS. WE WILL USE TIME SERIES ANALYSIS AND ARTIFICIAL INTELLIGENCE METHODS TO OPTIMIZE STATISTICAL PREDICTION MODELS THROUGH FEATURE SET AND MODEL SELECTION. EXPECTED OUTCOMES FROMTHIS WORK ARE AN ENVIRONMENTALLY INFORMED PREDICTION METHODOLOGY TO ASSIST IN FOOD PRODUCTION AND NEW INSIGHTS INTO THE EFFECTS OF CLIMATE ON LIVESTOCK PRODUCTION. PREDICTION MODELS THAT ACCOUNT FOR ENVIRONMENTAL PARAMETERS WILL BE A POWERFUL MANAGEMENT TOOL FOR AMERICAN AGRICULTURE AND SHOULD HELP GUIDE SELECTION DECISIONS IN DIFFERENT ENVIRONMENTS. WE EXPECT THAT NEW RESULTS CAN BE IMMEDIATELY DELIVERED TO THE US CATTLE INDUSTRY - OUR PRIMARY CASE STUDY - TO IMPROVE PREDICTION ACCURACY AND INFORM BREEDING SCHEMES. QUANTIFICATION OF THE EFFECTS OF CLIMATE ON PRODUCTION COULD BE BROADLY SIGNIFICANT FOR THE DISCUSSION ON WHICH IS THE BEST PATH FORWARD TO SELECT FOR IMPROVED PRODUCTION AND LONG-TERM RESILIENCE IN A CHANGING ENVIRONMENT.
$500,000Michigan State University · · FY2021 · National Institute of Food and Agriculture
CAREER: Statistical Learning Theory for Natural Language Processing: Theory, Algorithms and Representations
$500,000Michael Collins · Massachusetts Institute Of Technology · · FY2004 · CSE
CAREER: Additive Manufacturing of Property-Certified Metamaterials
$500,000Chen Kan · University Of Texas At Arlington · · FY2025 · ENG
DMS/NIGMS 1: Developing a mathematical framework to understand viral-cellular transduction for cellular reprogramming
$500,000Andrey V Kuznetsov · North Carolina State University · · FY2025 · MPS
CNS Core: Small: Privacy-Preserving On-Device Intelligence in the IoT Era
$500,000Xiaoyong Yuan · Michigan Technological University · · FY2022 · CSE
GOALI: A General Strategy for Piperidine Synthesis Using Zincke Imine Intermediates
$500,000Andrew McNally · Colorado State University · · FY2022 · MPS
NSF-BSF: SHF: Small: Neural Network Verification: Abstraction, Compositional Verification and Standardization
$500,000Clark Barrett · Stanford University · · FY2022 · CSE
Industries of the Future Research Experience for Preservice Teachers in STEM Settings
$500,000Weihang Zhu · University Of Houston · · FY2023 · EDU
ARTIFICIAL INTELLIGENCE DRIVEN ADAPTIVE SENSORS FOR AUTONOMOUS OBJECT RECOGNITION
$500,000The Research Foundation For The State University Of New York · · FY2021 · Department of the Army
III: Small: Adopting Machine Learning Techniques for Big Spatial and Spatio-temporal Data and Applications
$500,000Mohamed F Mokbel · University Of Minnesota-Twin Cities · · FY2019 · CSE
SHF: Small: AI Model Debugging by Analyzing Model Internals with Python Program Analysis
$500,000Xiangyu Zhang · Purdue University · · FY2019 · CSE
AI Institute: Planning: The Proteus Institute: Intelligence Through Change
$500,000Joshua Bongard · University Of Vermont & State Agricultural College · · FY2020 · CSE
SHF: Medium: Collaborative Research: Bridging Automated Formal Reasoning and Continuous Optimization for Provably Safe Deep Learning
$500,000Swarat Chaudhuri · William Marsh Rice University · · FY2019 · CSE
CAREER: Modern nonconvex optimization for machine learning: foundations of geometric and scalable techniques
$500,000Suvrit Sra · Massachusetts Institute Of Technology · · FY2019 · CSE
HCC: Small: Toward Computational Modeling of Autism Spectrum Disorder: Multimodal Data Collection, Fusion, and Phenotyping
$500,000Xin Li · West Virginia University Research Corporation · · FY2021 · CSE
MRI: Acquisition of High Performance Computing System for Interdisciplinary Research and Teaching
$500,000Amy S Wagaman · Amherst College · · FY2021 · CSE
ACED: Accelerating Materials Discovery by Learning with Physics-Informed Constraints
$500,000Ju Sun · University Of Minnesota-Twin Cities · · FY2025 · CSE
CAREER: Intelligent, Closed-Loop Neural Interfaces
$500,000Rikky Muller · University Of California-Berkeley · · FY2019 · ENG