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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.** CURRENT ISSUELIGNIN IS A POLYMER FOUND IN THE PLANT CELL WALL THAT IS A COPRODUCT OF PAPER MANUFACTURING AND HAS LITTLE VALUE AND FEW COMMERCIAL USES. IT HAS A HIGH CARBON DENSITY RELATIVE TO OTHER PLANT POLYMERS AND IS BURNED FOR PROCESS ENERGY. HOWEVER, COMBUSTION PROCESSES RELEASE CARBON DIOXIDE INTO THE ATMOSPHERE AND CONTRIBUTE TO GLOBAL WARMING. ACTIVATED CARBON CAN CAPTURE CARBON DIOXIDE, BUT IT IS USUALLY INEFFECTIVE IN A POWDER STATE AS IT TENDS TO HIGH PRESSURES AND CLOGGING. ALTERNATIVELY, ACTIVATED CARBON FIBERS PROMISE IMPROVED FILTRATION ABILITY WITH LITTLE PRESSURE DROP IN GAS AND LIQUID APPLICATIONS, BUT FOSSIL BASED CARBON FIBERS ARE COSTLY AND NONRENEWABLE. TO THIS DATE, IGNIN'S COMMERCIAL USE IN CARBON FIBER IS HAMPERED BY ITS POOR MECHANICAL PERFORMANCE IN STRUCTURAL APPLICATIONS.APPROACH: WE WILL PROVIDE A SOLUTION TO CAPTURING CARBON DIOXIDE BY DEVELOPING NONWOVEN CARBON FIBER FILTER MATERIALS FROM LIGNIN. THESE FIBERS WILL BE EXTREMELY SMALL IN DIAMETER AND HAVE HIGH SURFACE AREA FOR CAPTURING AS MUCH CARBON DIOXIDE AS POSSIBLE. THIS WILL ALSO ALLOW FOR THE FLOW OF GASES THROUGH A HIGHLY PERMEABLE MEMBRANE. ADDITIONALLY, WE WILL USE THE LIGNIN TO CREATE GRAPHITIC NANOPARTICLES FROM THE LIGNIN WITH TUNED CHEMICAL FUNCTIONALITY, CALLED CARBON QUANTUM DOTS (CQD). THESE PARTICLES WILL ACT LIKE TINY MAGNETS FIXED TO THE SURFACE OF THE FIBERS THAT WILL SELECTIVELY BIND CARBON DIOXIDE OVER OTHER MOLECULES COMMONLY FOUND IN COMBUSTION GAS STREAMS. THE CARBON DIOXIDE CAN THEN BE FLUSHED FROM THE SURFACE AND STORED FOR OTHER USES. WE WILL TUNE THE BINDING ABILITY OF THE CARBON SURFACES BY USING A COMBINATION OF COMPUTATIONAL MODELING THAT WILL BE INFORMED BY EXPERIMENTAL RESULTS AND MACHINE LEARNING TO EXPEDITE MATERIALS DEVELOPMENT. THIS ITERATIVE MODELING-EXPERIMENTAL METHODOLOGY WILL BE TAUGHT TO UNDERGRADUATE SENIOR DESIGN STUDENTS AND STUDENT INTERNS. THE STUDENTS WILL UNDERSTAND THE PROCESSING, STRUCTURE, PROPERTY, PERFORMANCE (PSPP) RELATIONSHIP THAT GOES INTO MATERIALS DEVELOPMENT FROM THE NANOSCALE TO THE END PRODUCT PERFORMANCE.OUTCOMES: THIS RESEARCH WILL HAVE THREE MAIN OUTCOMES: 1) HIGH VALUE USES FOR LIGNIN; 2) PROVIDE A SUSTAINABLE AND ELEGANT SOLUTION FOR CARBON DIOXIDE CAPTURE; 3) TRAIN A NEW GENERATION OF STUDENTS IN THE RAPID DEVELOPMENT OF BIOBASED MATERIALS FROM LIGNOCELLULOSICS.
$951,718University Of Tennessee · · FY2022 · National Institute of Food and Agriculture
Multiplexed Antigen-Specific Antibody Fc Profiling on a Chip for Point-of-Care Diagnosis of TB in HIV-infected Children
$951,462Bryan David Bryson · Massachusetts General Hospital · R01 · FY2022 · AI
Blood-Based Testing for Advanced Adenoma
$951,275Robert E. Schoen · University Of Pittsburgh At Pittsburgh · U01 · FY2024 · CA
Project 1: Mechanisms of Disease Progression
$951,210Alan A Aderem · Seattle Children'S Hospital · U19 · FY2022 · AI
Multi-point and multi-locus analysis of genomic association data
$951,009Jing Li · Case Western Reserve University · R01 · FY2009 · LM
Macrophage Polarization in Response to Infections and Inflammation
$950,815Pradipta Ghosh · University Of California, San Diego · R01 · FY2023 · AI
SBE-UKRI: Contextually and probabilistically weighted auditory selective attention: from neurons to networks
$950,453Lori L Holt · University Of Texas At Austin · · FY2023 · SBE
BigData:IA:Collaborative Research: TIMES: A tensor factorization platform for spatio-temporal data
$950,337Joyce C Ho · Emory University · · FY2018 · CSE
Polygenic Risk Score (PRS) Methods and Analysis for Populations of Diverse Ancestry - Study Sites
$950,311Sally Nneoma Adebamowo · University Of Maryland Baltimore · U01 · FY2022 · HG
Linking genome variation to transcriptional network dynamics in human B cells
$950,000Harinder Singh · University Of Pittsburgh At Pittsburgh · U01 · FY2023 · HG
CAREER: Defining the mechanistic role of striosomal microcircuits in decision-making
$950,000Alexander Friedman · University Of Texas At El Paso · · FY2023 · BIO
Linking genome variation to transcriptional network dynamics in human B cells
$950,000Harinder Singh · University Of Pittsburgh At Pittsburgh · U01 · FY2021 · HG
SBIR Phase II: Next Generation High Performance EUV Photomasks.
$949,999Supriya Jaiswal · Astrileux Corporation · · FY2019 · TIP
AF: Medium: Collaborative Research: Foundations of Fair Data Analysis
$949,999Aaron Roth · University Of Pennsylvania · · FY2018 · CSE
SBIR Phase II: Envimetric - Soil and water contamination predictive modeling tools
$949,999Jason R Dalton · Azimuth1, Llc · · FY2018 · TIP
Collaborative Research: URoL:ASC: Using the Rules of Antibiotic Resistance Development to Inform Wastewater Mitigation Strategies
$949,997Adina Howe · Iowa State University · · FY2023 · BIO
CAREER: Probing the High Energy Frontier With the CMS Experiment
$949,975Christopher Rogan · University Of Kansas Center For Research Inc · · FY2020 · MPS
GenePattern and GenePattern Notebook: Integrative 'Omic Analysis for Cancer Research
$949,808Jill P. Mesirov · University Of California, San Diego · U24 · FY2020 · CA
Shared Resource Management
$949,714Matthias Johannes Schnell · Thomas Jefferson University · P30 · FY2025 · CA
Core Grant for Vision Research
$949,680Patricia Ann D'amore · Schepens Eye Research Institute · P30 · FY2023 · EY
Living in the post-Zika world: Impact of interactions between dengue and Zika viruses on diagnostics, antibody dynamics, and correlates of disease risk
$949,552Eva Harris · University Of California Berkeley · U01 · FY2025 · AI
Research Triangle Center of Excellence in Regulatory Science and Innovation
$949,206Paul B Watkins · Univ Of North Carolina Chapel Hill · U01 · FY2024 · FD
APPLICATIONS OF MACHINE LEARNING AND DATA SCIENCE TO IMPROVE AND PREDICT LASER-FUSION IMPLOSIONS FOR INERTIAL FUSION ENERGY
$948,972Hewlett Packard Enterprise Company · · FY2023 · Department of Energy
A Novel Algorithm to Identify People with Undiagnosed Alzheimer's Disease and Related Dementias
$948,690Cynthia Louise Benjamin · Together Senior Health, Inc. · R44 · FY2024 · AG
ENIGMA-COINSTAC: Advanced Worldwide Transdiagnostic Analysis of Valence System Brain Circuits
$948,626Jess Turner · Georgia State University · R01 · FY2021 · MH