Sort
48,453 grants matching “machine learning”
INSPIRE Track 1: Aurorasaurus - Citizen Scientists Experiencing the Extremes of Space Weather
$998,957Elizabeth Macdonald · New Mexico Consortium · · FY2013 · GEO
Genetic Architecture of Pure Alzheimer's Disease and Mixed Pathology
$998,897Shubhabrata Mukherjee · University Of Washington · R01 · FY2024 · AG
CA-CE-TI-MN-O-BASED PEROVSKITES FOR TWO-STEP SOLAR THERMOCHEMICAL HYDROGEN PRODUCTION CYCLES THE PROJECT AIMS TO MAXIMIZE THE EFFICIENCY OF TWO-STEP SOLAR THERMOCHEMICAL H2 PRODUCTION (STCH) WITH CA-CE-TI-MN (CCTM) OXIDE PEROVSKITES BY COMPOSITION ENGINEERING TO ACHIEVE SUCH HIGH EFFICIENCY THAT WE CAN REALISTICALLY TARGET THE LOWEST COST POSSIBLE FOR HYDROGEN PRODUCTION. SPECIFICALLY, WE WILL (OBJECTIVES IN BOLD, EXPECTED OUTCOMES IN ITALICS) 1.CONSTRUCT MULTI-SCALE COMPUTATIONAL METHODS, WHICH WILL RESULT IN A PYTHON PACKAGE PYTCH (PYTHON PACKAGE FOR THERMOCHEMICAL H2) THAT LEVERAGES DENSITY FUNCTIONAL THEORY (DFT) BASED MACHINE LEARNING, THERMODYNAMIC, AND SYSTEM EFFICIENCY MODELS TO IDENTIFY EFFICIENCY-MAXIMIZING COMPOSITIONS AND CONDITIONS; 2.OPTIMIZE CCTM, WHICH WILL RESULT IN THE COMPOSITION OF CCTM THAT MAXIMIZES THE H2 PRODUCTION EFFICIENCY AND SURPASSES THE ¿D/3 (I.E., PER ATOM) OF CERIA WHEN REDUCED AT 1773 K AND 10 PA AND RE-OXIDATION AT 1123 K AND 1000:1 STEAM:H2 AT A LOWER TEMPERATURE AND HIGHER PARTIAL PRESSURE, NAMELY 1623 K, 100 PA, AND SAME RE-OXIDIZING CONDITIONS. IT IS IMPORTANT TO CLARIFY THAT WE ARE USING ¿D/N AS A PERFORMANCE METRIC, WHERE N IS DEPENDENT ON THE MATERIAL (FOR EXAMPLE, N=3 FOR CERIA, AND N=5 FOR A PEROVSKITE), INSTEAD OF THE SOLAR-TO-HYDROGEN CONVERSION EFFICIENCY. THIS IS BECAUSE THE SOLAR-TO-HYDROGEN CONVERSION EFFICIENCY IS INFLUENCED BY MULTIPLE VARIABLES, MOST OF WHICH ARE INDEPENDENT OF THE MATERIAL. THE ¿D/N METRIC IS CRUCIAL AS IT DETERMINES THE NUMBER OF ATOMS THAT HAVE TO BE HEATED EACH CYCLE AND IS A CRITICAL DETERMINANT OF EFFICIENCY. THIS IS PARTICULARLY SIGNIFICANT FOR HEAT RECOVERY AND THE HEAT REQUIRED FOR THE PROCESS, WHICH ARE STRONGLY CONNECTED TO ¿D/N AND ARE AMONG THE KEY FACTORS THAT CONTRIBUTE TO OVERALL EFFICIENCY; 3.ENGINEER CCTM VIA CATION SUBSTITUTION, WHICH WILL RESULT IN A SENARY (SIX-ELEMENT) COMPOSITION THAT FURTHER INCREASES THE H2 PRODUCTION RATE; 4.ANALYZE THE TECHNOECONOMICS OF TWO-STEP STCH WITH CCTM, TO DETERMINE COST DRIVERS FOR HYDROGEN PRODUCTION; AND 5.DEMONSTRATE PROOF OF CONCEPT OF THE TWO-STEP STCH WITH CCTM, WITH THE LABYRINTH REACTOR (LR) DESIGNED TO PRODUCE FOR >1 G/H H2 IN A SOLAR SIMULATOR. AS AN AMBITIOUS STRETCH GOAL, WE WILL STRIVE TO PAVE THE WAY TOWARDS MAKING $2/KG H2 WITHIN STRIKING DISTANCE.
$998,860Washington University, The · · FY2023 · Department of Energy
Longitudinal neuroimaging and neurocognitive assessment of risk and protective factors across the schizophrenia spectrum
$998,852Erin A. Hazlett · Icahn School Of Medicine At Mount Sinai · R01 · FY2022 · MH
A Molecular Diagnostic Assay for Accurately Differentiating Melanoma from Benign Lesions
$998,671David L Hachey · Frontier Diagnostics, Llc · R44 · FY2019 · CA
Pacific Northwest Advanced Compound Identification Core
$998,631Thomas O Metz · Battelle Pacific Northwest Laboratories · U2C · FY2019 · ES
NCS-FO: Neural Correlates of Social States in Macaques
$998,608Hyun Soo Park · University Of Minnesota-Twin Cities · · FY2020 · CSE
Alliance for Regenerative Rehabilitation Research & Training 2.0 (AR3T 2.0)
$998,584Fabrisia Ambrosio · University Of Pittsburgh At Pittsburgh · P2C · FY2022 · HD
A digital tool for monitoring speech decline in ALS
$998,469Jordan R Green · Modality.Ai , Inc · R42 · FY2023 · DC
Pivots: Mechatronics Immersive Learning Experience: MILE
$998,460Richard Andrews · Georgia Piedmont Technical College · · FY2024 · TIP
Advances in Research Synthesis through Expansion of MetaReviewer's Functionality
$998,446Megan Austin · American Institutes For Research In The Behavioral Sciences · · FY2024 · EDU
Beginnings: Building Educational Growth for Industry (BEGIN) Learning—Quantum Literacy, Quantum AI, and Quantum Machine Learning
$998,332Suresh Nair · Ina Solutions Inc. · · FY2024 · TIP
Voice-based AI to scale evaluation of crisis counseling in 988 rollout
$998,118David Charles Atkins · Lyssn.Io, Inc. · R44 · FY2024 · MH
Technology-Enabled Financial Planning for Caregivers and Clients with Reduced Capacity
$998,064John E Porterfield · Bridgesource Medical Corporation · R44 · FY2023 · AG
Innovations in cervical cancer diagnosis for low resource settings using advanced optical imaging and machine learning diagnostic algorithms.
$998,014Marlee Krieger · Calla Health Foundation · R44 · FY2022 · CA
ICES: Large: Economic Foundations of Digital Privacy
$997,993Aaron Roth · University Of Pennsylvania · · FY2011 · CSE
FDT-BioTech:CARDIT: Cardiac Digital Twins; but better!
$997,770Mauro Maggioni · Johns Hopkins University · · FY2024 · MPS
SBIR Phase II: A machine learning-driven telerehabilitation solution designed to promote the personalized recovery of hand and arm functions post stroke
$997,735Mee Eriksson · Neurotechr3 Inc. · · FY2023 · TIP
STTR Phase II: Ultrasonic Product Release-Testing Equipment for the Design, Development, and Advanced Continuous Manufacturing of Pharmaceutical Tablets
$997,734Cetin Cetinkaya · Pharmacoustics Technologies Llc · · FY2024 · TIP
DEVELOPMENT OF MACHINE-LEARNING ALGORITHM FOR REDUCING DEFECTS IN AUTOMATED FIBER PLACEMENT PROCESS
$997,704Wichita State University · · FY2021 · Department of the Navy
SBIR Phase II: Blockchain System for Preserving Integrity of Communication Channels
$997,567Eric A Adolphe · Forward Edge Ai, Inc. · · FY2021 · TIP
Collaborative Research: CDS&E: Systematic Multiscale Modeling using the Knowledgebase of Interatomic Models (KIM)
$997,401Ellad B Tadmor · University Of Minnesota-Twin Cities · · FY2014 · MPS
** AWARDS ISSUED PRIOR TO JANUARY 20, 2025, WERE FUNDED UNDER PREVIOUS ADMINISTRATIONS AND MAY NOT REFLECT THE PRIORITIES AND POLICIES OF THE CURRENT ADMINISTRATION.** FACILITATING THE TRANSITION TO ORGANIC FARMING AND ITS SUSTAINABILITY IN WISCONSIN REQUIRES DEVELOPING TAILORED SOIL HEALTH MANAGEMENT PRACTICES (SHMPS) GUIDELINES THAT CAN HELP ORGANIC FARMERS TO IMPROVE NUTRIENT USE EFFICIENCY, INCREASE CROP YIELD POTENTIAL, AND MITIGATE CLIMATE CHANGE IMPACTS LIKE DROUGHT. IN THIS PROJECT, WE AIM TO LEVERAGE A COMPREHENSIVE STATEWIDE SOIL HEALTH DATASET, ENHANCED BY NEW FIELD OBSERVATIONS, REMOTE SENSING DATA, AND ADVANCED MACHINE LEARNING MODELS, TO CREATE A WEB TOOL OFFERING REGION- AND FIELD-SPECIFIC SHMPS GUIDELINES FOR DIRECT USE BY ORGANIC GRAIN FARMERS IN MANAGING SOIL HEALTH AND ENSURING CLIMATE-RESILIENT FARMING. OUR SPECIFIC OBJECTIVES INCLUDE (I) CONDUCTING STATE-WIDE SAMPLING CAMPAIGNS TO ASSESS SOIL HEALTH PARAMETERS, SOIL NITROGEN MINERALIZATION RATE, NITROGEN USE EFFICIENCY, CROP CLIMATE-STRESS RESILIENCE, AND YIELD UNDER SHMPS, (II) DEVELOPING AND VALIDATING FARM-SCALE MACHINE LEARNING MODELS TO ESTIMATE CROP YIELD DYNAMICS UNDER SHMPS, (III) DEVELOPING AND VALIDATING FARM-SCALE MACHINE LEARNING MODELS TO ESTIMATE CHANGES IN SOIL HEALTH PARAMETERS UNDER SHMPS, AND (IV) DELIVERING SHMPS GUIDELINES AND CORRESPONDING NUTRIENT MANAGEMENT RECOMMENDATIONS TO ORGANIC FARMERS THROUGH A WEB TOOL THAT VISUALIZES MODEL OUTCOMES AND INTEGRATES EXISTING RESOURCES. THE RESULTS OF THIS PROJECT WILL BE DISSEMINATED TO STAKEHOLDERS AND SCIENTIFIC PROFESSIONALS THROUGH EXTENSION ACTIVITIES AND PUBLICATIONS.OUR INTERDISCIPLINARY TEAM, IN PARTNERSHIP WITH EXTENSION SPECIALISTS, SOIL CONSERVATION GROUPS, AND THE ORGANIC FARMING COMMUNITY, IS COMMITTED TO PROVIDING REGION- AND FIELD-SPECIFIC SOIL MANAGEMENT GUIDANCE. THIS PROJECT IS DIRECTLY ALIGNED WITH THE PROGRAM PRIORITIES, AIMING TO IMPROVE THE PRODUCTIVITY, ECOSYSTEM SERVICES, AND PROFITABILITY OF WISCONSIN'S ORGANIC FARMS WHILE PREPARING THEM FOR A CHANGING CLIMATE.
$997,301University Of Wisconsin System · · FY2024 · National Institute of Food and Agriculture
MethylScan for Early Detection of Liver and Lung Cancer
$997,285Xiaohui Ni · Earlydiagnostics, Inc. · R44 · FY2023 · CA
MethylScan for Early Detection of Liver and Lung Cancer
$997,285Xiaohui Ni · Earlydiagnostics, Inc. · R44 · FY2022 · CA