Data / Research funding / ATD-Algorithms for Threat Dete
NSF program ATD-Algorithms for Threat Dete (046Y00): 47 awards, $8.6M to 37 organizations
47 NSF awards ($8.6M) under the program element ATD-Algorithms for Threat Dete (046Y00) to 37 organizations, fiscal years 2022 to 2026, read 2026-11-03.
SpecStream is the live web data engine for teams and agents. It reads the NIH and NSF award files each time the agencies update them, and this page is that reading, joined to the open federal funding opportunities on Grants.gov. Ask for the awards you track by topic, organization or state and new awards arrive in your sheet, CRM, Slack or agent as the agencies publish them.
- Program element code
- 046Y00
- Directorate
- Directorate for Mathematical and Physical Sciences
- Division
- Mathematical Science Section
Awards
47 awards in the window.
| Award | Agency | Institute or division | Fiscal year | Amount in window | Start | End | Principal investigator | Source |
|---|---|---|---|---|---|---|---|---|
| ATD: Deep Learning on Anomaly Detection for Human Dynamics and Hazard Response | NSF | Mathematical Science Section | 2023 | $359,654 | August 1, 2023 | July 31, 2027 | Qian Yu | nsf.gov |
| ATD: Development of Statistical Methods for Detection and Characterization of Latent Subpopulations of Classes | NSF | Mathematical Science Section | 2024 | $350,796 | September 1, 2024 | August 31, 2027 | Semhar Michael | nsf.gov |
| ATD: Multifaceted Large Trajectory Model for Individual and Group Anomalous Behavior Detection from Spatiotemporal Data | NSF | Mathematical Science Section | 2024 | $330,000 | September 1, 2024 | August 31, 2027 | John C Krumm | nsf.gov |
| ATD: Statistical and Machine Learning Methods for Studying the Dynamics of Weather and Climate Extremes | NSF | Mathematical Science Section | 2025 | $322,555 | December 1, 2024 | July 31, 2026 | Bo Li | nsf.gov |
| ATD: Diffusion and Transport on Graphs: Active Learning, Low-Dimensional Representations, and Anomaly Detection | NSF | Mathematical Science Section | 2023 | $300,000 | August 1, 2023 | July 31, 2027 | James M Murphy | nsf.gov |
| ATD: Stochastic Obstacle Scene Problem with Adversarial Agents | NSF | Mathematical Science Section | 2023 | $300,000 | September 1, 2023 | August 31, 2027 | Elvan Ceyhan | nsf.gov |
| ATD: Privacy-preserving Federated Neural Operators for Human Mobility Prediction on Cross-Domain Infrastructures | NSF | Mathematical Science Section | 2024 | $300,000 | September 1, 2024 | August 31, 2027 | Yu Yang | nsf.gov |
| ATD: Algorithms and Geometric Methods for Community and Anomaly Detection and Robust Learning in Complex Networks | NSF | Mathematical Science Section | 2023 | $292,395 | August 1, 2023 | July 31, 2027 | Feng Luo | nsf.gov |
| Collaborative Research: ATD: Geospatial Modeling and Risk Mitigation for Human Movement Dynamics under Hurricane Threats | NSF | Mathematical Science Section | 2023 | $255,000 | September 1, 2023 | August 31, 2027 | Li Duan | nsf.gov |
| ATD: Algorithms for Real-time Dynamic Risk Identification with Statistical Confidence | NSF | Mathematical Science Section | 2023 | $250,000 | July 1, 2023 | June 30, 2027 | Jingshen Wang | nsf.gov |
| ATD: Multiscale Anomaly Detection in Spatio-Temporal Multilayer Networks Encoding Human Mobility | NSF | Division Of Mathematical Sciences | 2023 | $250,000 | August 1, 2023 | December 31, 2023 | Dane R Taylor | nsf.gov |
| ATD: Multiscale Anomaly Detection in Spatio-Temporal Multilayer Networks Encoding Human Mobility | NSF | Mathematical Science Section | 2024 | $250,000 | November 15, 2023 | July 31, 2027 | Dane R Taylor | nsf.gov |
| ATD: Optimization on Flag Manifolds and Geometrically Constrained Neural Networks for Threat Detection | NSF | Mathematical Science Section | 2024 | $250,000 | September 1, 2024 | August 31, 2027 | Michael J Kirby | nsf.gov |
| ATD: Anomaly detection and functional data analysis with applications to threat detection for multimodal satellite data | NSF | Mathematical Science Section | 2023 | $249,999 | September 1, 2023 | August 31, 2027 | Julio Castrillon | nsf.gov |
| ATD: Bayesian Spatiotemporal Transfer Learning for Forecasting Forced Displacement | NSF | Mathematical Science Section | 2024 | $249,588 | September 1, 2024 | August 31, 2027 | Ali Arab | nsf.gov |
| ATD:Understanding Adversarial Examples in Neural Network: Theory and Algorithms | NSF | Mathematical Science Section | 2023 | $240,000 | September 1, 2023 | August 31, 2027 | Teng Zhang | nsf.gov |
| ATD: Resilient Dynamic Autoencoders for Modeling and Predicting Earthquake Threats | NSF | Mathematical Science Section | 2023 | $220,000 | September 1, 2023 | August 31, 2026 | Nils Benjamin Erichson | nsf.gov |
| ATD: Quantifying Human Mobility using Topological and Time-Frequency Analysis | NSF | Mathematical Science Section | 2023 | $200,000 | August 1, 2023 | July 31, 2027 | Eric Weber | nsf.gov |
| ATD: Statistical Modeling of Spatial Temporal Human Mobility Flows from Aggregated Mobile Phone Data | NSF | Mathematical Science Section | 2023 | $200,000 | July 1, 2023 | August 31, 2026 | Huiyan Sang | nsf.gov |
| ATD: An Edge-Based PDE Paradigm and Inverse Analysis for Spatiotemporal Information Diffusion and Threat Detection | NSF | Mathematical Science Section | 2023 | $200,000 | August 1, 2023 | July 31, 2027 | Yang Yang | nsf.gov |
| ATD: Fast Bayesian Anomalies Detection in Dynamical System Time-varying Parameters | NSF | Mathematical Science Section | 2023 | $200,000 | September 1, 2023 | August 31, 2026 | Shihao Yang | nsf.gov |
| ATD: Advancing Privacy and Security in Complex Networks by Statistical Algorithms: Safeguarding, Monitoring, and Remediation | NSF | Division Of Mathematical Sciences | 2024 | $199,997 | September 1, 2024 | May 28, 2025 | Tianxi Li | nsf.gov |
| ATD: A model-assisted data-driven framework for prediction of rare extreme events from sparse measurements | NSF | Mathematical Science Section | 2023 | $199,961 | August 15, 2023 | July 31, 2027 | Mohammad M Farazmand | nsf.gov |
| ATD: Multimodal Transformer-based Model for Time-series Prediction and Spatiotemporal Analysis | NSF | Mathematical Science Section | 2024 | $180,000 | September 1, 2024 | August 31, 2027 | Hayden Schaeffer | nsf.gov |
| ATD: Trustworthy Artificial Intelligence for Threat Detection | NSF | Mathematical Science Section | 2024 | $180,000 | September 1, 2024 | August 31, 2027 | Gilad Lerman | nsf.gov |
| ATD: Collaborative Research: A Geostatistical Framework for Spatiotemporal Extremes | NSF | Mathematical Science Section | 2023 | $175,000 | July 1, 2023 | December 31, 2026 | Dan Cheng | nsf.gov |
| ATD: Spatio-Temporal Modeling for Identifying Changes in Land Use | NSF | Division Of Mathematical Sciences | 2023 | $167,387 | January 15, 2023 | July 31, 2024 | George Michailidis | nsf.gov |
| ATD: Collaborative Research: A Geostatistical Framework for Spatiotemporal Extremes | NSF | Mathematical Science Section | 2023 | $150,000 | July 1, 2023 | December 31, 2026 | Guofeng Cao | nsf.gov |
| ATD: Learning Techniques for Quickest Change Detection | NSF | Mathematical Science Section | 2024 | $150,000 | September 1, 2024 | August 31, 2027 | Sean P Meyn | nsf.gov |
| Collaborative Research: ATD: Principled machine learning and packing subspaces for improved spatiotemporal data processing | NSF | Mathematical Science Section | 2024 | $145,052 | May 1, 2024 | April 30, 2027 | Dustin G Mixon | nsf.gov |
| Collaborative Research: ATD: Fast Algorithms and Novel Continuous-depth Graph Neural Networks for Threat Detection | NSF | Mathematical Science Section | 2023 | $125,000 | September 1, 2023 | August 31, 2026 | Jack Xin | nsf.gov |
| Collaborative Research: ATD: Fast Algorithms and Novel Continuous-depth Graph Neural Networks for Threat Detection | NSF | Mathematical Science Section | 2023 | $125,000 | September 1, 2023 | August 31, 2026 | Bao Wang | nsf.gov |
| Collaborative Research: ATD: Principled machine learning and packing subspaces for improved spatiotemporal data processing | NSF | Mathematical Science Section | 2024 | $122,648 | May 1, 2024 | April 30, 2027 | Joseph W Iverson | nsf.gov |
| Collaborative Research: ATD: Principled machine learning and packing subspaces for improved spatiotemporal data processing | NSF | Mathematical Science Section | 2024 | $102,300 | May 1, 2024 | May 1, 2027 | John Jasper | nsf.gov |
| Collaborative Research: ATD: a-DMIT: a novel Distributed, MultI-channel, Topology-aware online monitoring framework of massive spatiotemporal data | NSF | Mathematical Science Section | 2023 | $100,000 | August 15, 2023 | July 31, 2026 | Yao Xie | nsf.gov |
| ATD: Sparse and Localized Graph Convolutional Networks for Anomaly Detection and Active Learning | NSF | Mathematical Science Section | 2023 | $100,000 | July 1, 2023 | June 30, 2027 | Feng Chen | nsf.gov |
| ATD: Predictive Anomaly Detection for Spatio-Temporal Data with Multidimensional Persistence | NSF | Mathematical Science Section | 2023 | $100,000 | August 1, 2023 | July 31, 2026 | Baris Coskunuzer | nsf.gov |
| ATD: Active Learning Activity Detection in Multiplex Networks of Geospatial-Cyber-Temporal Data | NSF | Mathematical Science Section | 2023 | $100,000 | September 1, 2023 | August 31, 2027 | Andrea L Bertozzi | nsf.gov |
| ATD: Dynamic Modeling for Extreme Event Prediction with Uncertainty Quantification with Multi-panel Time Series | NSF | Mathematical Science Section | 2023 | $100,000 | August 1, 2023 | July 31, 2026 | Han Xiao | nsf.gov |
| Collaborative Research: ATD: Hawkes Process-Based Causal Relationship Discovery For Complex Threat Detection and Forecasting | NSF | Mathematical Science Section | 2024 | $100,000 | September 1, 2024 | August 31, 2027 | Biwei Huang | nsf.gov |
| Collaborative Research: ATD: Hawkes Process-Based Causal Relationship Discovery For Complex Threat Detection and Forecasting | NSF | Mathematical Science Section | 2024 | $100,000 | September 1, 2024 | August 31, 2027 | Yixin Wang | nsf.gov |
| Collaborative Research: ATD: a-DMIT: a novel Distributed, MultI-channel, Topology-aware online monitoring framework of massive spatiotemporal data | NSF | Mathematical Science Section | 2023 | $99,772 | August 15, 2023 | July 31, 2026 | Simon Mak | nsf.gov |
| ATD: Modeling Spatiotemporal Patterns of Human Dynamics in Response to Natural Hazard Events | NSF | Mathematical Science Section | 2024 | $99,229 | September 1, 2024 | August 31, 2027 | Kenan Li | nsf.gov |
| ATD: Collaborative Research: Computationally Efficient Algorithms for Detecting Anomalous Atmospheric Emissions | NSF | Division Of Mathematical Sciences | 2023 | $92,203 | October 1, 2022 | July 31, 2024 | Julianne M Chung | nsf.gov |
| Collaborative Research: ATD: Geospatial Modeling and Risk Mitigation for Human Movement Dynamics under Hurricane Threats | NSF | Mathematical Science Section | 2023 | $45,000 | September 1, 2023 | August 31, 2026 | George Michailidis | nsf.gov |
| Graph Theoretical Methods for Blockchain Data Analysis | NSF | Division Of Mathematical Sciences | 2022 | $7,562 | July 1, 2022 | December 31, 2022 | Christopher Saunders | nsf.gov |
| ATD: Collaborative Research: Spectral Interpretations of Essential Subgraphs for Threat Discoveries | NSF | Division Of Mathematical Sciences | 2022 | $6,639 | July 1, 2022 | August 31, 2022 | Peter Chin | nsf.gov |
Organizations
| Organization | Place | NIH awards | NIH amount | NSF awards | NSF amount |
|---|---|---|---|---|---|
| University of California Los Angeles | Los Angeles, CA | 0 | $0 | 4 | $492,387 |
| University of Florida | Gainesville, FL | 0 | $0 | 2 | $405,000 |
| Rutgers University New Brunswick | New Brunswick, NJ | 0 | $0 | 2 | $392,395 |
| University of Minnesota | Minneapolis, MN | 0 | $0 | 2 | $379,997 |
| University of Massachusetts Amherst | Amherst, MA | 0 | $0 | 1 | $359,654 |
| South Dakota State University | Brookings, SD | 0 | $0 | 2 | $358,358 |
| University of Southern California | Los Angeles, CA | 0 | $0 | 1 | $330,000 |
| Iowa State University | Ames, IA | 0 | $0 | 2 | $322,648 |
| Washington University | Saint Louis, MO | 0 | $0 | 1 | $322,555 |
| Georgia Tech Research Corporation | Atlanta, GA | 0 | $0 | 2 | $300,000 |
| Tufts University | Medford, MA | 0 | $0 | 1 | $300,000 |
| Auburn University | Auburn, AL | 0 | $0 | 1 | $300,000 |
| Lehigh University | Bethlehem, PA | 0 | $0 | 1 | $300,000 |
| University of California-Berkeley | Berkeley, CA | 0 | $0 | 1 | $250,000 |
| SUNY at Buffalo | Amherst, NY | 0 | $0 | 1 | $250,000 |
| University of Wyoming | Laramie, WY | 0 | $0 | 1 | $250,000 |
| Colorado State University | Fort Collins, CO | 0 | $0 | 1 | $250,000 |
| Trustees of Boston University | Boston, MA | 0 | $0 | 1 | $249,999 |
| Georgetown University | Washington, DC | 0 | $0 | 1 | $249,588 |
| The University of Central Florida Board of Trustees | Orlando, FL | 0 | $0 | 1 | $240,000 |
| International Computer Science Institute | Berkeley, CA | 0 | $0 | 1 | $220,000 |
| Texas A&M University | College Station, TX | 0 | $0 | 1 | $200,000 |
| Michigan State University | East Lansing, MI | 0 | $0 | 1 | $200,000 |
| University of Texas at Dallas | Richardson, TX | 0 | $0 | 2 | $200,000 |
| North Carolina State University | Raleigh, NC | 0 | $0 | 1 | $199,961 |
| Arizona State University | Scottsdale, AZ | 0 | $0 | 1 | $175,000 |
| University of Colorado at Boulder | Boulder, CO | 0 | $0 | 1 | $150,000 |
| Ohio State University | Columbus, OH | 0 | $0 | 1 | $145,052 |
| University of California-Irvine | Irvine, CA | 0 | $0 | 1 | $125,000 |
| University of Utah | Salt Lake City, UT | 0 | $0 | 1 | $125,000 |
| Air Force Institute of Tech | Wright Patterson Afb, OH | 0 | $0 | 1 | $102,300 |
| University of California, San Diego | La Jolla, CA | 0 | $0 | 1 | $100,000 |
| University of Michigan at Ann Arbor | Ann Arbor, MI | 0 | $0 | 1 | $100,000 |
| Duke University | Durham, NC | 0 | $0 | 1 | $99,772 |
| Saint Louis University | Saint Louis, MO | 0 | $0 | 1 | $99,229 |
| Emory University | Atlanta, GA | 0 | $0 | 1 | $92,203 |
| Dartmouth College | Hanover, NH | 0 | $0 | 1 | $6,639 |
Funding by fiscal year
| Fiscal year | NIH awards | NIH amount | NSF awards | NSF amount |
|---|---|---|---|---|
| 2025 | 0 | $0 | 3 | $172,143 |
| 2024 | 0 | $0 | 16 | $2,729,862 |
| 2023 | 0 | $0 | 26 | $4,894,386 |
| 2022 | 0 | $0 | 1 | $7,562 |
Open federal funding opportunities
From Grants.gov: notices that funded awards in this table, and open notices on the same agency and assistance listing.
| Open opportunity | Number | Agency | Listing | Closes | Award ceiling | Why it matches |
|---|---|---|---|---|---|---|
| Geometric Analysis | PD-22-1265 | NSF | 47.049 | November 3, 2026 | Not listed | Same assistance listing 47.049 as 47 awards here |
| Topology | PD-22-1267 | NSF | 47.049 | November 3, 2026 | Not listed | Same assistance listing 47.049 as 47 awards here |
| Unlocking Dataset Value for AI-Enabled Scientific Discovery (AI Datasets) | 26-512 | NSF | 47.049 | November 4, 2026 | Not listed | Same assistance listing 47.049 as 47 awards here |
| Astronomy and Astrophysics Research Grants | 22-624 | NSF | 47.049 | November 16, 2026 | Not listed | Same assistance listing 47.049 as 47 awards here |
| Applied Mathematics | PD-16-1266 | NSF | 47.049 | November 16, 2026 | Not listed | Same assistance listing 47.049 as 47 awards here |
| Plasma Physics | PD-23-1242 | NSF | 47.049 | November 16, 2026 | Not listed | Same assistance listing 47.049 as 47 awards here |
| National Science Foundation Translation to Practice (NSF TTP) | 25-540 | NSF | 47.049 | November 17, 2026 | $2 million | Same assistance listing 47.049 as 47 awards here |
| Computational Mathematics | PD-16-1271 | NSF | 47.049 | December 1, 2026 | $1.2 million | Same assistance listing 47.049 as 47 awards here |
| Statistics | PD-18-1269 | NSF | 47.049 | December 15, 2026 | Not listed | Same assistance listing 47.049 as 47 awards here |
| Training-based Workforce Development for Advanced Cyberinfrastructure | 23-520 | NSF | 47.049 | January 21, 2027 | $1 million | Same assistance listing 47.049 as 47 awards here |
| Security, Privacy, and Trust in Cyberspace (NSF SaTC) | 25-515 | NSF | 47.049 | January 25, 2027 | $1.2 million | Same assistance listing 47.049 as 47 awards here |
| EPSCoR Research Infrastructure Improvement Program: Focused EPSCoR Collaborations (FEC) | 24-573 | NSF | 47.049 | January 26, 2027 | $1.5 million | Same assistance listing 47.049 as 47 awards here |
| Mathematical Sciences Infrastructure Program | PD-20-1260 | NSF | 47.049 | February 2, 2027 | Not listed | Same assistance listing 47.049 as 47 awards here |
| GROWING CONVERGENCE RESEARCH (GCR) | 24-527 | NSF | 47.049 | February 8, 2027 | $3.6 million | Same assistance listing 47.049 as 47 awards here |
| Mid-scale Research Infrastructure-1 | 24-598 | NSF | 47.049 | February 8, 2027 | $20 million | Same assistance listing 47.049 as 47 awards here |
| EMERGING FRONTIERS IN RESEARCH AND INNOVATION (EFRI-2026/27): Wave-Based Computing ( EFRI-WBC) | 26-524 | NSF | 47.049 | February 11, 2027 | Not listed | Same assistance listing 47.049 as 47 awards here |
| Pathways to Enable Secure Open-Source Ecosystems (PESOSE) | 26-506 | NSF | 47.049 | March 2, 2027 | Not listed | Same assistance listing 47.049 as 47 awards here |
| NSF National Quantum Virtual Laboratory (NQVL) | 24-586 | NSF | 47.049 | April 6, 2027 | Not listed | Same assistance listing 47.049 as 47 awards here |
| EPSCoR Research Infrastructure Improvement (RII): EPSCoR Research Fellows | 24-528 | NSF | 47.049 | April 13, 2027 | Not listed | Same assistance listing 47.049 as 47 awards here |
| Findable Accessible Interoperable Reusable Open Science (FAIROS) | 25-533 | NSF | 47.049 | April 14, 2027 | Not listed | Same assistance listing 47.049 as 47 awards here |
Updated November 3, 2026. Read from NIH RePORTER ExPORTER and NSF Award Search. Published by NIH and NSF as U.S. government data. NIH awards are fiscal years 2021 to 2025 (NIH files published to 2026-07-09); NSF awards are fiscal years 2022 to 2026 (NSF files published to 2026-11-02). NIH amounts are the total cost of each fiscal year in the window; NSF amounts are the funds obligated in the window. Organizations are matched on the UEI. Open opportunities come from Grants.gov and match on agency and assistance listing number, and on the notice number NIH prints on an award. Free to reuse with credit to SpecStream under CC BY 4.0. Spot a wrong value? Write to [email protected] with the link to this page.