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.** IN THE UNITED STATES, RESIDENTIAL AND COMMERCIAL BUILDINGS HAVE RELEASED MORE CO2 THAN THE ENTIRE AGRICULTURE SECTOR. ON THE OTHER HAND, THE CO2 CONCENTRATION IN BUILDINGS CAN INCREASE TO 3000 PPM, A LEVEL THAT CAN PROMOTE PLANT GROWTH. THE GOAL OF THIS PROJECT IS TO ESTABLISH A TESTBED FOR APPLICATIONS OF ADVANCED AI AND SENSOR TECHNOLOGIES TO REDUCE CO2 EMISSION FOR INDOOR AND CONTROLLED ENVIRONMENT AGRICULTURE THROUGH THE RECYCLING OF CO2 GENERATED BY HUMAN ACTIVITIES. THIS PROJECT INCLUDES FIVE SPECIFIC AIMS. (1) SMART GROWTH: DEVELOPING PHENOTYPING PLATFORMS TO MONITOR PLANT GROWTH UNDER ELEVATED CO2 AND ALTERNATIVE NUTRIENTS FROM FOOD WASTE. (2) SMART BUILDING: USING HYBRID LIGHT AND MODELING TO REDUCE ENERGY CONSUMPTION FOR INDOOR AGRICULTURE. (3) SMART HEALTH: DEVELOPING METHODS BASED ON METAGENOMIC SEQUENCING, BIOSENSORS, AND CRISPR TECHNOLOGIES FOR PLANT AND HUMAN PATHOGEN DETECTION; (4) CROSS-CUTTING ACTIVITIES: ECONOMIC MODELING, SURVEYS, AND INTEGRATED MACHINE LEARNING FROM PLANT PHENOTYPIC DATA AND ENVIRONMENTAL DATA; AND (5) OUTREACH, EXTENSION, WORKFORCE TRAINING, AND K-12 EDUCATION. THE I2GROW PROJECT EMPHASIZES BOTH TESTING EXISTING TECHNOLOGIES AND DEVELOPING NEW ONES THAT CAN BENEFIT SMALL- AND MEDIUM-SCALE PRODUCERS. THIS PROJECT INVOLVES A TRANSDISCIPLINARY TEAM OF SCIENTISTS AND ENGINEERS. AN ADVISORY BOARD HAS BEEN ASSEMBLED TO INCLUDE MEMBERS FROM ACADEMIA, INDUSTRY, AND A GOVERNMENT RESEARCH AND TRAINING INSTITUTE TO PROVIDE ANNUAL EVALUATION AND FEEDBACK. THE PROJECT DIRECTLY ADDRESSES THE PROGRAM PRIORITIES ON TESTING CLIMATE-SMART TECHNOLOGIES FOR GHG REDUCTION, EXTENSION ACTIVITIES, AND FORMAL AND NON-FORMAL EDUCATION FOR THE NEXT-GENERATION PRODUCERS.
$4,000,000Virginia Polytechnic Institute & State University · · FY2023 · National Institute of Food and Agriculture
RII Track-2 FEC:Cost-effective Conversion of Natural Gas and Biomass to Hydrogen and Performance Carbons
$4,000,000Steven P Crossley · University Of Oklahoma Norman Campus · · FY2022 · O/D
Great Plains IDeA-CTR
$4,000,000Matthew Rizzo · University Of Nebraska Medical Center · U54 · FY2025 · GM
Back Pain Consortium (BACPAC) Research Program Data Integration, Algorithm Development and Operations Management Center
$4,000,000Kevin J Anstrom · Univ Of North Carolina Chapel Hill · U24 · FY2023 · AR
PIRE: Science of Design for Societal-Scale Cyber-Physical Systems
$4,000,000Janos Sztipanovits · Vanderbilt University · · FY2017 · O/D
AI Research Institute on Interaction for AI Assistants (ARIA)
$4,000,000Ellie Pavlick · Brown University · · FY2025 · CSE
Frameworks: StreamCI: an AI-ready streaming data platform for a wide range of scientific applications
$3,999,999Xiaohui Carol Song · Purdue University · · FY2025 · CSE
FEC: Good Fire: Enhance Spatial and Temporal Efficacy of Prescribed Fire and Managed Wildfire Use
$3,999,959Mojtaba Sadegh · Boise State University · · FY2025 · O/D
North American AIDS Cohorts on Collaboration and Design (NAACCORD)
$3,999,905Keri Nicole Althoff · Johns Hopkins University · U01 · FY2022 · AI
NSF-FR: Bidirectional Neural-Machine Interface for Closed-Loop Control of Prostheses
$3,999,570Xiaogang Hu · Pennsylvania State Univ University Park · · FY2023 · CSE
Frameworks-Imaging-PHD: Empowering data reuse and reproducibility through microscopy-community-defined Persistent Hardware Descriptors
$3,999,550Caterina Strambio De Castillia · University Of Massachusetts Medical School · · FY2025 · CSE
Integrative modeling core
$3,999,510Andrej Sali · University Of California, San Francisco · U19 · FY2022 · AI
RII Track-2 FEC: Collaborative Research: Harnessing Big Data to Improve Understanding and Predictions of Geomagnetically Induced Currents
$3,997,879Donald L Hampton · University Of Alaska Fairbanks Campus · · FY2019 · O/D
Mapping internal exposome-metabolome dynamics with advanced data science to identify environmental determinants of autism.
$3,996,872Douglas Ian Walker · Emory University · OT2 · FY2025 · OD
CONTROL NUMBER 1858-3555 DONALD DANFORTH PLANT SCIENCE CENTER PROJECT TITLE: AUGMENTED REALITY GUI FOR BIOENERGY CROP PHENOTYPING AND PRECISION AGRICULTURE THIS PROJECT WILL CREATE A SCALABLE ARCHITECTURE FOR COLLABORATIVE PHENOMICS (SACP). SACP WILL PROVIDE A PLATFORM-AGNOSTIC, OPEN SOURCE, ORGANIZATIONAL STRUCTURE FOR CREATION, ANALYSIS AND SHARING OF PHENOMICS DATASETS, ANALYTICAL PIPELINES AND VISUALIZATION SOFTWARE. SACP WILL INCLUDE A FULL STACK WEB SOLUTION FOR SHARING PUBLIC DATASETS AND OPEN SOURCE CODE SOLVING COMMON “PAIN POINTS” IN PHENOMICS. THIS PROJECT WILL PRODUCE A NOVEL VIRTUAL REALITY (VR) AND AUGMENTED REALITY (AR) GRAPHICAL USER INTERFACE (GUI) TO TRANSFORM HOW RESEARCHERS INTERACT WITH COMPLEX DATA. FINALLY, WE WILL CREATE PUBLICLY AVAILABLE “BEST IN CLASS” BENCHMARK DATASETS FOR ANALYSIS WITH MACHINE LEARNING (ML) AND DEEP LEARNING (DL) APPROACHES.
$3,994,323Donald Danforth Plant Science Center · · FY2019 · Department of Energy
Intermediate-Size Expanded Access Trial of Autologous Hybrid TREG/Th2 Cell Therapy (RAPA-501) of Amyotrophic Lateral Sclerosis
$3,993,521James Dale Berry · Massachusetts General Hospital · U01 · FY2025 · NS
PAGES: Physical Activity Genomics, Epigenomics/transcriptomics Site
$3,992,994Stuart C. Sealfon · Icahn School Of Medicine At Mount Sinai · U24 · FY2021 · DK
SCC-IRG Track 1: Sociotechnical Systems to Enable Smart and Connected Energy-Aware Residential Communities
$3,980,061Panagiota Karava · Purdue University · · FY2018 · CSE
RII Track-2 FEC: Data-Enabled Discovery and Design to Transform Liquid-Based Energy Storage (D3TaLES)
$3,979,525Chad Risko · University Of Kentucky Research Foundation · · FY2020 · O/D
LITTORAL POWER SYSTEMS, INC. (LPS) WILL DEVELOP AND DEMONSTRATE MACHINE-LEARNING-ENABLED SUPERVISORY CONTROLS ON A WAVE ENERGY CONVERTOR (WEC) DEVICE. THE OVERALL GOAL OF THE PROJECT IS TO DEMONSTRATE THAT, IN REAL-WORLD SEA STATES, THE USE OF MACHINE LEARNING (ML)-ENABLED SUPERVISORY CONTROLS CAN GREATLY INCREASE THE COST EFFICIENCY OF A WAVE ENERGY CONVERTER (WEC) AS COMPARED TO CONVENTIONAL PASSIVE CONTROLS. THE LPS NEURALWEC, A WIDE BEAM POINT ABSORBER (THE PREDECESSOR OF WHICH WAS A FINALIST IN THE DOE WAVE ENERGY PRIZE), WILL BE DEPLOYED AND TESTED IN THE OPEN OCEAN AT THE PACWAVE TEST FACILITY WITH AND WITHOUT THE PROPOSED SUPERVISORY CONTROLS. DEPLOYMENT AT PACWAVE FACILITATES DEMONSTRATION OF THESE IMPROVEMENTS IN (I) COMPLEX SEA STATES WHERE THE WAVE SHAPES AND INSTANTANEOUS FORCES ON THE DEVICE ARE NOT KNOWN BEFOREHAND, AND (II) LONG-PERIOD OPEN OCEAN WAVES, WHERE MOST CONVENTIONAL POINT ABSORBER WECS HAVE GREAT DIFFICULTY PRODUCING ENERGY EFFICIENTLY. TO ACHIEVE THESE GOALS, LPS WILL ALSO MATURE THE NEURALWEC DESIGN ACCORDING TO INTERNATIONAL STANDARDS, DEVELOP DEPLOYMENT AND TEST PLANS, EVALUATE COMMERCIAL RISKS, AND PROVIDE DATA TO ADVANCE THE WAVE INDUSTRY TOWARD ACHIEVING COST COMPETITIVENESS IN BOTH NON-GRID AND UTILITY-SCALE MARKETS.
$3,976,401Littoral Power Systems, Inc. · · FY2023 · Department of Energy
Wright Regional Center for Clinical and Translational Science
$3,973,592Frederick Gerard Moeller · Virginia Commonwealth University · UM1 · FY2024 · TR
Genome Center for Alzheimer's Disease (GCAD)
$3,973,348Gerard David Schellenberg · University Of Pennsylvania · U54 · FY2023 · AG
Helping to End Addiction Long-term (HEAL): New Chemical Structures for Pain, Addiction and Overdose Targets
$3,970,941Samuel Michael · National Center For Advancing Translational Sciences · ZIA · FY2023 · TR
Office of the Scientific Director
$3,970,691Susan Amara · National Institute Of Mental Health · ZIA · FY2018 · MH
A PROSPECTIVE RANDOMIZED STUDY OF A NOVEL EEG NEUROFEEDBACK SYSTEM FOR THE TREATMENT OF PTSD USING MACHINE LEARNING-BASED AMYGDALA BIOMARKERS
$3,966,794Foundation For Atlanta Veterans Education And Research, Inc. · · FY2024 · Defense Health Agency