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15,895 grants matching “artificial intelligence”
OBSERVED DECLINING TRENDS IN THE DIVERSITY AND ABUNDANCE OF POLLINATORS (ESPECIALLY INSECTS) SUGGEST THE POTENTIAL FOR THREATS TO GLOBAL ECONOMIES AND FUTURE RISKS IN MEETING INCREASING GLOBAL FOOD DEMANDS. MOST AGRICULTURALLY IMPORTANT CROPS DEPEND ON ANIMAL-MEDIATED POLLINATORS AND OUTCROSSING (POLLEN TRANSFER BETWEEN DIFFERENT PLANTS) TO PRODUCE FRUITS. IN THE US ALONE THE VALUE OF THIS 'POLLINATION SERVICE' TO AGRICULTURE HAS BEEN ESTIMATED AT $43B. WHILE MANAGED POLLINATORS LIKE HONEY BEES ARE MAIN CONTRIBUTORS OF WORLDWIDE AGRICULTURAL PRODUCTION, WILD POLLINATORS ARE ALSO IMPORTANT AND THEY CAN INCREASE AGRICULTURAL YIELD AND QUALITY OF FRUIT CROPS. VIDEO RECORDINGS HAVE COME A LONG WAY AT EXPANDING THE CAPACITY TO DOCUMENT INSECT POLLINATORS, BUT THE AMOUNT OF TIME NEEDED TO VIEW AND TRANSCRIBE VIDEO RECORDINGS OF INSECTS LIMITS THE TURNOVER RATE FOR DATA MANAGEMENT AND ANALYSES.THIS PROJECT'S GOAL IS TO ENABLE THE AUTOMATED VIDEO ANALYSIS OF INSECT POLLINATORS THAT WILL EXPAND SIGNIFICANTLY THE SCALE AT WHICH WE CAN MONITOR THEIR POPULATION AND BEHAVIOR IN THE FIELD. TO ACHIEVE THIS, THE PROJECT WILL DEVELOP NEW COMPUTER VISION METHODS FOR INSECT POLLINATOR DETECTION, IDENTIFICATION, AND BEHAVIOR CLASSIFICATION. THE DEVELOPED MODELS WILL LEVERAGE THE LATEST ADVANCES IN MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE TO SOLVE THE CHALLENGE OF MEASURING THE BEHAVIOR OF SUCH SMALL INSECTS WHEN THEY VISIT FLOWERS. THESE METHODS WILL BE INTEGRATED INTO COMPUTER INTERFACES THAT FACILITATE THE AUTOMATED ANALYSIS OF THE COLLECTED VIDEOS AND TESTED FOR REAL-TIME DATA COLLECTION.THE NEW TECHNOLOGY WILL BE EVALUATED ON TWO DIFFERENT SETTINGS THAT ARE RELEVANT FOR AGRICULTURE: (A) FLOWER PATCH ASSAYS THAT CHARACTERIZE FORAGING STRATEGIES OF HONEY BEES, AND THEIR POTENTIAL TO DEVELOP BREEDING PROGRAMS BASED ON FORAGING BEHAVIOR, AND (B) STUDY OF POLLINATION EFFECTIVENESS OF WILD POLLINATOR COMMUNITIES IN MANGO TREE VARIETIES AND THEIR IMPACT ON PLANT YIELD. WEEXPECT THESE ADVANCES WILL EVENTUALLY CONTRIBUTE TO HIGHER PRODUCTIVITY AND LOWER RISK IN THE PRODUCTION OF CROPS THAT RELY ON INSECT POLLINATION BY ENABLING THE SELECTION OF HONEYBEES WITH DESIRABLE FORAGING BEHAVIOR AND A BETTER UNDERSTANDING OF THE ROLE AND IMPACT OF WILD POLLINATORS IN AGRICULTURE.
$489,649University Of Puerto Rico · · FY2021 · National Institute of Food and Agriculture
Online system for identifying and addressing teen depression in primary care
$489,483Barbara Howard · Total Child Health, Inc. · R44 · FY2022 · MH
Stanford Health Services Research Training Program
$489,467Laurence C Baker · Stanford University · T32 · FY2020 · HS
Establishing an Artificially Intelligent Framework for Improving Therapeutic Alliance with Obese African American Youth and Caregivers through Multimodal Monitoring of Empathetic Accuracy and Interper
$489,391Phillippe Belton Cunningham · Medical University Of South Carolina · R01 · FY2024 · MD
PHYSICS-AWARE ARTIFICIAL INTELLIGENCE FOR MOIRE SUPERLATTICES AT MULTISCALE
$489,239University Of Washington · · FY2025 · Department of Energy
CAREER: Macroeconomic Policies: from Optimal Government Transfers to Regulating New Technologies
$489,150Martin Beraja · National Bureau Of Economic Research Inc · · FY2023 · SBE
CAREER: Large-Scale Learning for Information Extraction
$489,007Alan Ritter · Georgia Tech Research Corporation · · FY2020 · CSE
Experimental Design Software for Process Development
$488,976Intellichem, Inc. · R44 · FY2001 · GM
Cardiovasology
$488,908Andre Terzic · Mayo Clinic Rochester · T32 · FY2022 · HL
Collaborative Research: BioMembHub Cyberinfrastructure for Modeling and Analysis of Proteins, Peptides, and Small Molecules in Biomembranes
$488,799Andrei Lomize · Regents Of The University Of Michigan - Ann Arbor · · FY2024 · BIO
CAREER: A Unifying Stochastic Framework for Temporally Consistent Computer Vision Models
$488,754Henry Medeiros · University Of Florida · · FY2022 · CSE
Collaborative Research: Frameworks: Cybershuttle: An end-to-end Cyberinfrastructure Continuum to accelerate Discovery in Science and Engineering
$488,725Anton Arkhipov · Allen Institute · · FY2022 · CSE
Cyst-X: Interpretable Deep Learning Based Risk Stratification of Pancreatic Cystic Tumors
$488,720Ulas Bagci · Northwestern University At Chicago · R01 · FY2023 · CA
MULTIREGIONAL ELECTRICAL ENCODING OF SOCIAL AGGRESSION
$488,392Kafui Dzirasa · Duke University · R01 · FY2022 · MH
Machine Learning and artificial intelligence algorithms for smartphone-based malaria screening and diagnostics
$488,287Stefan Jaeger · National Library Of Medicine · ZIA · FY2020 · LM
III: Small: Sampling Techniques in Computational Logic
$488,286Moshe Y Vardi · William Marsh Rice University · · FY2015 · CSE
U2C/TL1 NC KUH TRIO Program
$488,177Ronald J Falk · Univ Of North Carolina Chapel Hill · U2C · FY2023 · DK
INSTRUMENTATION FOR THE NEW PHASE CHANGE MATERIALS FOR PHOTONICS: CLOSED-LOOP AUTONOMOUS ATOMIC-LAYER DESIGN AND SYNTHESIS VIA ARTIFICIAL INTELLIGENCE
$488,100University Of Maryland, College Park · · FY2022 · Department of the Navy
Ethical and Human Factors Impacting Successful Translation of Perceptual Computing to Improve Clinical Care
$487,912Kristin Marie Kostick · Baylor College Of Medicine · R01 · FY2023 · TR
REU Site: MedIX: Medical Informatics Experiences in Undergraduate Research
$487,836Daniela S Raicu · Depaul University · · FY2020 · CSE
Early Identification of Childhood Cancer Survivors at High Risk for Late Onset Cardiomyopathy: An Artificial Intelligence Approach utilizing Electrocardiography
$487,727Oguz Akbilgic · Wake Forest University Health Sciences · R01 · FY2023 · CA
ACQUISITION OF HIGH PERFORMANCE COMPUTING AND LARGE STORAGE INSTRUMENTS TO ENHANCE RESEARCH AND EDUCATION IN BIG DATA SCIENCE AND ARTIFICIAL INTELLIGENCE AT PVAMU
$487,587Prairie View A&M University · · FY2021 · Department of the Army
electronic Strategies for Tailored Exercise to Prevent FallS (eSTEPS).
$487,518Patricia C Dykes · Brigham And Women'S Hospital · R33 · FY2022 · AG
ACED: Physics-informed Geometric Deep Learning for Astrophysical Neutrino Reconstruction in IceCube DeepCore
$487,503Pan Li · Georgia Tech Research Corporation · · FY2025 · CSE
IUCRC Phase I University of New Hampshire: Center for Industrial Metal Forming (CIMF)
$487,500Brad Kinsey · University Of New Hampshire · · FY2024 · ENG