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48,453 grants matching “machine learning”
Broader Evaluation of TMD Treatment Efficacy and Response (BETTER TMD)
$896,543Jianfu Chen · University Of Southern California · U01 · FY2025 · DE
Collaborative Research: Genome editing approaches to unravel microRNA roles in stochastic multistable networks
$896,200Mingyang Lu · Northeastern University · · FY2021 · BIO
Excellence in Research: Understanding Dissimilar Metal Joints Formed Using Additive Friction Stir Deposition
$896,186Congyuan Zeng · Southern University · · FY2025 · ENG
Dimensional Metrology Certification Project
$895,618Harold S Halliday · Navajo Technical University · · FY2015 · EDU
Stress-immune mechanisms for people living with HIV, CUD and Depression
$895,523Ke Xu · Yale University · R01 · FY2025 · DA
CAREER: Novel human-in-the loop approach to increase locomotor learning.
$895,212Gelsy Torres-Oviedo · University Of Pittsburgh · · FY2019 · SBE
Pathomic Predictors of Prostate Cancer Progression
$895,176Parag Kumar Mallick · Stanford University · R01 · FY2023 · CA
Stress-immune mechanisms for people living with HIV, CUD and Depression
$895,093Ke Xu · Yale University · R01 · FY2024 · DA
An Automated Patient Chart Error Detection System for Radiation Therapy
$894,987Junyi Xia · Infondrian, Llc · R42 · FY2019 · CA
Brain Injury and Dysmaturation in Newborns with Congenital Heart Disease Born Preterm
$894,975Patrick Sean McQuillen · University Of California, San Francisco · R01 · FY2023 · HL
CPS:Medium: Safe Learning-Enabled Cyberphysical Systems
$894,749Mario Sznaier · Northeastern University · · FY2020 · CSE
SHF: MEDIUM: Achieving Software Reliability without True Test Oracles
$894,582Gail E Kaiser · Columbia University · · FY2012 · CSE
Understanding mechanisms and seeking novel biomarkers in Alzheimer's disease
$894,574Madhav Thambisetty · National Institute On Aging · ZIA · FY2016 · AG
Familial hypercholesterolemia screening in children: population impact of phenotype, genotype, and cascade approaches
$894,544Andrew Edward Moran · Columbia University Health Sciences · R01 · FY2019 · HL
BandPass: A Remote Monitoring System for Sarcopenia and Functional Decline
$894,303Ryan Joseph Halter · Synchrohealth Llc · R42 · FY2024 · AG
Mechanism of ATP-driven DNA Packaging in Bacteriophage T4
$894,270Venigalla B Rao · Catholic University Of America · · FY2004 · BIO
Collaborative Research: RoL: Impacts of plants and communities on soil microbial composition and function across phylogenetic scales
$894,156Meghan Midgley · Morton Arboretum · · FY2020 · BIO
Collaborative Research: MFB: Deciphering RNA-based regulatory logic with interpretable machine learning
$894,118Oded Regev · New York University · · FY2022 · BIO
Phase I IUCRC at Purdue University: Center for Bioanalytic Metrology (CBM)
$893,806Garth J Simpson · Purdue University · · FY2019 · ENG
DMREF: Collaborative Research: Engineering Selective Membranes from Lipid-Polyelectrolyte Complexes
$893,710Sarah L Perry · University Of Massachusetts Amherst · · FY2025 · ENG
Novel computational strategies to deconvolute co-occurring conditions in Down syndrome
$893,680James Christopher Costello · University Of Colorado Denver · R01 · FY2025 · HD
Statistical methods and designs for correlated outcome and covariate errors in studies of HIV/AIDS
$893,452Bryan Earl Shepherd · Vanderbilt University Medical Center · R37 · FY2023 · AI
** AWARDS ISSUED PRIOR TO JANUARY 20, 2025, WERE FUNDED UNDER PREVIOUS ADMINISTRATIONS AND MAY NOT REFLECT THE PRIORITIES AND POLICIES OF THE CURRENT ADMINISTRATION.** INTERCROPPING IS THE PRACTICE OF GROWING TWO OR MORE SPECIES IN THE SAME PLACE AND/OR TIME. IN BEST-CASE SCENARIOS, INTERCROPS YIELD MORE PER ACRE THAN MONOCROPS, WITH FEWER INPUTS, AND OFFER LONG-TERM YIELD STABILITY. BREEDING FOR INTERCROPPING (B4I) IS AN UNDEREXPLOITED STRATEGY TO IMPROVE INTERCROPPING AND OUR PROPOSAL'S FOCUS. PURPOSE-BRED INTERCROP-ADAPTED CULTIVARS WOULD COMPLEMENT AGRONOMIC OPTIMIZATION AND HELP OVERCOME BARRIERS TO ADOPTION.BREEDING BETTER INTERCROPS MEANS TESTING LOTS OF DIVERSITY IN INTERCROPPING SITUATIONS. FOR BEST RESULTS, BREEDERS NEED TO DO THIS EARLY ON THE SELECTION PROCESS, WHEN 100'S TO 1000'S OF POTENTIAL VARIETIES NEED TO BE TESTED FOR EACH SPECIES. IN THIS SITUATION, IT ISN'T PRACTICAL TO TEST ALL COMBINATIONS OF BOTH CROPS. THIS LIMITS SELECTION FOR INTERCROP PERFORMANCE UNTIL THE END OF THE BREEDING PROCESS WHEN MOST CANDIDATES ARE ALREADY REMOVED.THE PURPOSE OF OUR COORDINATED INNOVATION NETWORK IS TO DEMONSTRATE SOLUTIONS TO THESE PROBLEMS, ADVANCING B4I BY EXAMPLE. WE FOCUS ON OAT-PEA (AVENA SATIVA, PISUM SATIVUM) AS A MODEL OF CEREAL-LEGUME GRAIN INTERCROPS.WE WILL DEMONSTRATE AN APPROACH WHEREIN ONLY A TRACTABLE SAMPLE OF OAT-PEA COMBINATIONS NEEDS TO BE GROWN IN THE FIELD, BUT ALL OATS AND ALL PEAS ARE OBSERVED WITH AT LEAST ONE PARTNER OF THE OTHER SPECIES. THOUGH WE LIMIT FIELD TESTING TO ONLY A SUBSET OF OAT-PEA COMBINATIONS, WE WILL OBTAIN DNA FINGERPRINTS ON ALL OATS AND ALL PEAS. OUR MULTI-YEAR, MULTI-LOCATION PILOT TRIAL WILL EVALUATE THOUSANDS OF INTERCROP PLOTS WHILE ONLY SPARSELY TESTING THE POSSIBLE OAT-PEA COMBINATIONS. BASED ON THE GENOMIC AND PLANT TRAIT DATA, WE WILL TRAIN A MACHINE LEARNING MODEL TO PREDICT WHICH PEAS, OATS, AND PEA-OAT COMBINATIONS YIELD BEST TOGETHER. IF SUCCESSFUL, OUR APPROACH WILL ENABLE SELECTION FOR INTERCROP-ABILITY TO HAPPEN EVEN IN THE EARLY STAGES OF BREEDING, WHEN MOST CANDIDATE VARIETIES HAVEN'T YET BEEN FIELD TESTED.OUR RESULTS WILL ENABLE THE DESIGN OF SELECTION STRATEGIES THAT WILL ACCELERATE THE IMPROVEMENT OF OAT-PEA AND OTHER INTERCROPPING SYSTEMS THROUGH BREEDING.WE WOULD LIKE TO SEE OUR NETWORK GROW INTO A B4I COMMUNITY, ADDRESSING MANY SPECIES AND INTERCROPS.
$893,178Auburn University · · FY2024 · National Institute of Food and Agriculture
Project 2 - Ex Vivo Analysis of Coronavirus Tropism, Adaptation, Replication, and Host Response
$893,131Adolfo Garcia-Sastre · Icahn School Of Medicine At Mount Sinai · U19 · FY2025 · AI
A targeted analytical framework to optimize posthospitalization delirium pharmacotherapy in patients with Alzheimers disease and related dementias
$892,903Joshua K Lin · Brigham And Women'S Hospital · R01 · FY2023 · AG