Sort
48,453 grants matching “machine learning”
** AWARDS ISSUED PRIOR TO JANUARY 20, 2025, WERE FUNDED UNDER PREVIOUS ADMINISTRATIONS AND MAY NOT REFLECT THE PRIORITIES AND POLICIES OF THE CURRENT ADMINISTRATION.** WE'RE LEVERAGING THE LATEST INNOVATIONS IN SENSORS, WASTEWATER TREATMENT, HYDROPONIC SYSTEMS, AND MACHINE LEARNING TO DEVELOP A NEW DECENTRALIZED SYSTEM THAT INTEGRATES WASTEWATER TREATMENT WITH HYDROPONIC FARMING. THIS SYSTEM AIMS TO PRODUCE VEGETABLES EFFICIENTLY, USING MINIMAL RESOURCES AND ENERGY, BY IMPLEMENTING ADVANCED METHODS FOR REAL-TIME DATA COLLECTION AND SYSTEM CONTROL.LOCAL AND DECENTRALIZED CONTROLLED ENVIRONMENT AGRICULTURE (CEA) CAN ADDRESS ISSUES RELATED TO WATER AND NUTRIENT SHORTAGES, ENHANCING FOOD SECURITY AND ENVIRONMENTAL MANAGEMENT. HOWEVER, CURRENT CEAS OFTEN STRUGGLE WITH LIMITED DATA COLLECTION, UNRELIABLE CONTROL SYSTEMS, AND HIGH COSTS. OUR PROJECT SEEKS TO OVERCOME THESE CHALLENGES BY EQUIPPING FUTURE CEA FACILITIES WITH RELIABLE SENSING, UNDERSTANDING, AND DECISION-MAKING CAPABILITIES, MOVING TOWARDS GREATER AUTOMATION.THIS RESEARCH IS SUPPORTED BY TWO ESTABLISHED EXPERIMENTAL SETUPS: A PILOT CEA SYSTEM AT GEORGIA TECH AND A HYDROPONIC GREENHOUSE AT THE UNIVERSITY OF GEORGIA. THESE SETUPS FEATURE INNOVATIVE DATA-GATHERING DEVICES, SUCH AS ONLINE MEMBRANE SENSORS AND ROBOTIC SYSTEMS FOR PLANT MONITORING, ALONG WITH CUTTING-EDGE REINFORCEMENT LEARNING ALGORITHMS FOR OPTIMIZING COMPLEX, CHANGING ENVIRONMENTS.
$875,000Georgia Tech Research Corp · · FY2024 · National Institute of Food and Agriculture
Personalized oxygen therapy for critically ill adults: a randomized trial
$874,997Matthew Wall Semler · Vanderbilt University Medical Center · R61 · FY2025 · HL
KBASE2: Korean Brain Aging Study, Longitudinal Endophenotypes and Systems Biology
$874,802Andrew J Saykin · Indiana University Indianapolis · U01 · FY2025 · AG
Targeting Residual ASCVD Risk by Integrating Genetics and Clinical Data
$874,792Wei-Qi Wei · Vanderbilt University Medical Center · R01 · FY2024 · HL
ENIGMA-COINSTAC: Advanced Worldwide Transdiagnostic Analysis of Valence System Brain Circuit
$874,776Jess Turner · Ohio State University · R01 · FY2022 · MH
EHR Anticoagulants Pharmacovigilance
$874,586Hong Yu · University Of Massachusetts Lowell · R01 · FY2018 · HL
The Genetics of Personalized Functional MRI Networks
$874,527Aaron Felix Alexander-Bloch · Children'S Hosp Of Philadelphia · R01 · FY2023 · MH
Core C1: Data Interpretation Core
$874,506Ronald Gary Tompkins · Massachusetts General Hospital · U54 · FY2010 · GM
Investigation of User-Interface and Human-Robot Performance for Supernumerary Robots
$874,493Sanjay S Joshi · University Of California-Davis · · FY2019 · ENG
III: Medium: A Machine Learning Approach to Computational Understanding of Skill Criteria in Surgical Training
$874,484Baoxin Li · Arizona State University · · FY2009 · CSE
MIM: Elucidating the Rules of Cooperation and Resiliency in Microbial Communities through Stochastic Graph Grammars
$874,451Devaki Bhaya · Carnegie Institution Of Washington · · FY2021 · BIO
CAREER: Understanding the Impacts of Future Sea Ice Loss on Large-Scale Patterns of Atmospheric Variability and Cold Air Outbreaks
$874,040Melissa M Gervais · Pennsylvania State Univ University Park · · FY2023 · GEO
Creating, evaluating, and sharing synthetic data for multinational HIV cohorts
$873,570Bryan Earl Shepherd · Vanderbilt University Medical Center · R01 · FY2025 · MH
Electrocorticographic studies of human cortical function
$873,565Nathan E Crone · Johns Hopkins University · R01 · FY2010 · NS
Telomere Diseases and Other Constitutional and Acquired Genetic Disorders of Hematopoiesis
$873,239Neal S Young · National Heart, Lung, And Blood Institute · ZIA · FY2022 · HL
A Multi-Dimensional Linked Registry to Identify Biological, Clinical, Health System, and Socioeconomic Risk Factors for COVID-19-Related Cardiovascular Events
$873,210Robert Yeh · Beth Israel Deaconess Medical Center · R01 · FY2021 · HL
Managing Alpha-1-Antitrypsin Deficiency (AATD) through Proteostasis Signaling Pathways
$873,157William Edward Balch · Scripps Research Institute, The · R01 · FY2025 · HL
EMR-Linked Biobank for Translational Genomics
$873,141Marc S. Williams · Geisinger Clinic · U01 · FY2016 · HG
New York Regional Inborn Errors of Immunity Resource Initiative League (NY-ROYAL)
$872,910Joshua D. Milner · Columbia University Health Sciences · R24 · FY2023 · AI
Discovery of novel lead-target pairs and identification of all-oral bactericidal drug regimens for Mycobacterium abscessus lung disease
$872,777Thomas Dick · Hackensack University Medical Center · R01 · FY2025 · AI
NEIGHBORHOOD Consortium for POAG Genetics
$872,775Janey L Wiggs · Massachusetts Eye And Ear Infirmary · R01 · FY2019 · EY
Enhancing Engagement with Digital Mental Health Care
$872,555Patricia A. Arean · University Of Washington · R01 · FY2021 · MH
Integrative analysis of multi-omic signatures and cellular function in human pancreas across developmental timeline at single-cell spatial resolution
$872,409Marcela Brissova · Vanderbilt University Medical Center · U01 · FY2022 · DK
Low-cost detection of dementia using electronic health records data: validation and testing of the eRADAR algorithm in a pragmatic, patient-centered trial.
$872,123Sascha Dublin · Kaiser Foundation Research Institute · R01 · FY2025 · AG
Structure-Based Design of a Broadly Protective Group A Streptococcal Vaccine
$872,121James B. Dale · University Of Tennessee Health Sci Ctr · R01 · FY2019 · AI