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                            Funding & Awards
 Awards: Listing of Funded Projects
        

                          Every year, NIJ awards grants and cooperative agreements for research, development, evaluation, testing and training and technical assistance projects across the spectrum of criminal justice. Description

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  Subtopic: Artificial Intelligence
**Number of Awards:** 136**Total Amount Awarded:** $47,841,680
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        FY
                                                  TitleSort ascending
                                                  Original Solicitation
                                                  Recipient
                                                  State
                                                  Award Number
                                                  Amount
                                                  Status2021
                                                                                        NIJ Recidivism Forecasting Challenge Winner: Team EarlyStopping
                                                                                        Recidivism Forecasting Challenge
                                                                                        Team EarlyStopping
                                                                                        
                                                                                        2021-nij-rec-ch-0026
                                                                                        $20,500
                                                                                        Closed2021
                                                                                        NIJ Recidivism Forecasting Challenge Winner: Team Duddon
                                                                                        Recidivism Forecasting Challenge
                                                                                        Team Duddon
                                                                                        
                                                                                        2021-nij-rec-ch-0016
                                                                                        $1,000
                                                                                        Closed2021
                                                                                        NIJ Recidivism Forecasting Challenge Winner: Team DEAP
                                                                                        Recidivism Forecasting Challenge
                                                                                        Team DEAP
                                                                                        
                                                                                        2021-nij-rec-ch-0015
                                                                                        $18,000
                                                                                        Closed2021
                                                                                        NIJ Recidivism Forecasting Challenge Winner: Team Data Robot
                                                                                        Recidivism Forecasting Challenge
                                                                                        Team Data Robot
                                                                                        
                                                                                        2021-nij-rec-ch-0024
                                                                                        $2,000
                                                                                        Closed2021
                                                                                        NIJ Recidivism Forecasting Challenge Winner: Team CrimeFree
                                                                                        Recidivism Forecasting Challenge
                                                                                        Team CrimeFree
                                                                                        
                                                                                        2021-nij-rec-ch-0019
                                                                                        $75,000
                                                                                        Closed2021
                                                                                        NIJ Recidivism Forecasting Challenge Winner: Team CresentStar
                                                                                        Recidivism Forecasting Challenge
                                                                                        Team CresentStar
                                                                                        
                                                                                        2021-nij-rec-ch-0021
                                                                                        $13,000
                                                                                        Closed2021
                                                                                        NIJ Recidivism Forecasting Challenge Winner: Team CategOracles
                                                                                        Recidivism Forecasting Challenge
                                                                                        Team CategOracles
                                                                                        
                                                                                        2021-nij-rec-ch-0013
                                                                                        $6,000
                                                                                        Closed2021
                                                                                        NIJ Recidivism Forecasting Challenge Winner: Team Aurors
                                                                                        Recidivism Forecasting Challenge
                                                                                        Team Aurors
                                                                                        
                                                                                        2021-nij-rec-ch-0017
                                                                                        $6,000
                                                                                        Closed2020
                                                                                        Multi-Modal Analysis of Body Worn Camera Recordings: Evaluating Novel Methods for Measuring Police Implementation of Procedural Justice
                                                                                        Research and Evaluation on Policing, Fiscal Year 2020
                                                                                        POLICE FOUNDATION
                                                                                        VA
                                                                                        2020-R2-CX-0010
                                                                                        $836,000
                                                                                        Open2022
                                                                                        Measuring rarity of combined features in palm versus finger impressions and evaluating examiner perceptions
                                                                                        NIJ FY22 Research and Development in Forensic Sciences for Criminal Justice Purposes
                                                                                        RESEARCH TRIANGLE INSTITUTE
                                                                                        NC
                                                                                        15PNIJ-22-GG-04404-SLFO
                                                                                        $489,524
                                                                                        Open2022
                                                                                        Marijuana Intoxication: Roadside Tool for Law Enforcement to Measure Impaired Peripheral Vision
                                                                                        NIJ FY22 Research and Development in Forensic Sciences for Criminal Justice Purposes
                                                                                        VALENTI, DENISE A
                                                                                        MA
                                                                                        15PNIJ-22-GG-04417-RESS
                                                                                        $595,000
                                                                                        Open2017
                                                                                        Linking internal organ microbiome and metabolome compositions to cause death in medicolegal investigations
                                                                                        NIJ FY17 Research and Development in Forensic Science for Criminal Justice Purposes
                                                                                        The University of Chicago
                                                                                        IL
                                                                                        2017-MU-MU-0042
                                                                                        $532,286
                                                                                        Closed2019
                                                                                        Latent Fingerprint Image Enhancement & Matching Using Deep Generative Adversarial Networks
                                                                                        Graduate Research Fellowship in Science, Technology, Engineering, and Mathematics, FY 2019
                                                                                        WEST VIRGINIA UNIVERSITY
                                                                                        WV
                                                                                        2019-R2-CX-0041
                                                                                        $99,618
                                                                                        Closed2022
                                                                                        Investigating the Impacts of Architectural Finishes on Fire Patterns in Support of Developing Data-driven Tools for Pattern Analysis
                                                                                        NIJ FY22 Research and Development in Forensic Sciences for Criminal Justice Purposes
                                                                                        UNIVERSITY OF MARYLAND, COLLEGE PARK
                                                                                        MD
                                                                                        15PNIJ-22-GG-04442-RESS
                                                                                        $531,257
                                                                                        Open2020
                                                                                        Interpretation of Y chromosome STRs for missing persons cases
                                                                                        Research and Evaluation for the Testing and Interpretation of Physical Evidence in Publicly Funded Forensic Laboratories, Fiscal Year 2020
                                                                                        UNIVERSITY OF NORTH TEXAS HEALTH SCIENCE CENTER AT FORT WORTH
                                                                                        TX
                                                                                        2020-DQ-BX-0018
                                                                                        $198,362
                                                                                        Closed2020
                                                                                        Interoperability of 3D Impressed Firearm Toolmarks Measurements
                                                                                        Research and Development in Forensic Science for Criminal Justice Purposes, Fiscal Year 2020
                                                                                        National Institute of Standards and Technology
                                                                                        
                                                                                        DJO-NIJ-20-RO-0011
                                                                                        $497,293
                                                                                        Open2015
                                                                                        Incorporating Graph-Based Models in a Deep Learning Framework for Operational Face Recognition
                                                                                        NIJ FY 15 Graduate Research Fellowship Program in Science, Technology, Engineering, and Mathematics
                                                                                        Michigan State University
                                                                                        MI
                                                                                        2015-R2-CX-0005
                                                                                        $50,000
                                                                                        Closed2021
                                                                                        Improving identification of unknown American Indians and Hispanic/Latinx Americans
                                                                                        Research  and Development in Forensic Science for Criminal Justice Purposes, Fiscal Year 2021
                                                                                        UNIVERSITY OF NEW MEXICO
                                                                                        NM
                                                                                        15PNIJ-21-GG-04139-SLFO
                                                                                        $532,833
                                                                                        Open2021
                                                                                        Improving Age-at-Death Estimates from Human Skeletal Remains Through Spatial Analysis of Intracortical Remodeling Using Geographic Information Systems Software
                                                                                        Research  and Development in Forensic Science for Criminal Justice Purposes, Fiscal Year 2021
                                                                                        TEXAS STATE UNIVERSITY
                                                                                        TX
                                                                                        15PNIJ-21-GG-04136-SLFO
                                                                                        $349,970
                                                                                        Open2022
                                                                                        Improve craniometric ancestry estimation with deep learning methods
                                                                                        NIJ FY22 Research and Development in Forensic Sciences for Criminal Justice Purposes
                                                                                        UNIVERSITY OF SOUTH FLORIDA
                                                                                        FL
                                                                                        15PNIJ-22-GG-04431-RESS
                                                                                        $306,271
                                                                                        Open2017
                                                                                        Implementation of epigenetics into forensic science: Development of a PCR based multiplex for the simultaneous analysis of age and body fluid identification
                                                                                        NIJ FY17 Research and Development in Forensic Science for Criminal Justice Purposes
                                                                                        FLORIDA INTERNATIONAL UNIVERSITY
                                                                                        FL
                                                                                        2017-NE-BX-0001
                                                                                        $368,512
                                                                                        Closed2020
                                                                                        GIS Application for Building a Nationally Representative Forensic Taphonomy Database
                                                                                        Research and Development in Forensic Science for Criminal Justice Purposes, Fiscal Year 2020
                                                                                        CLEMSON UNIVERSITY
                                                                                        SC
                                                                                        2020-DQ-BX-0025
                                                                                        $457,536
                                                                                        Open2020
                                                                                        Front-end differentiation of contributor cell populations and estimation of DNA content in trace biological samples using novel cellular signatures
                                                                                        Research and Development in Forensic Science for Criminal Justice Purposes, Fiscal Year 2020
                                                                                        VIRGINIA COMMONWEALTH UNIVERSITY
                                                                                        VA
                                                                                        2020-DQ-BX-0023
                                                                                        $382,296
                                                                                        Open2020
                                                                                        Forensic tool to identify fall characteristics in infant skull fracture
                                                                                        Research and Development in Forensic Science for Criminal Justice Purposes, Fiscal Year 2020
                                                                                        UNIVERSITY OF UTAH
                                                                                        UT
                                                                                        2020-75-CX-0014
                                                                                        $557,607
                                                                                        Open2022
                                                                                        FIRE DEBRIS INTERPRETATION USING QUANTITATIVE MEASURES OF CHROMATOGRAPHIC FEATURES IN MEDIUM RANGE IGNITABLE LIQUIDS AND THE USE OF GRAPHICAL DISPLAY TO DEMONSTRATE DATA SUFFICIENCY
                                                                                        NIJ FY22 Research and Evaluation for the Testing and Interpretation of Physical Evidence in Publicly Funded Forensic Laboratories
                                                                                        VA DEPARTMENT OF FORENSIC SCIENCE
                                                                                        VA
                                                                                        15PNIJ-22-GG-03577-SLFO
                                                                                        $141,921
                                                                                        Open
  
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