AI use-case explorer
AI use cases
Search and filter every reported use case. Open a record for the agency's full description, governance answers and source provenance.
Columns (7)
| Use case | Agency | Stage | High-impact | Topic area | AI classification | Sourcing |
|---|---|---|---|---|---|---|
| Machine Learning for geophysical data inversion DOE-195 · NETL - National Energy Technology Laboratory (FECM) | DOE | Deployed | Not high-impact | Energy and the Environment | Classical / predictive ML | Developed in-house |
| Network Security and Analysis DOE-347 · IM-60 - IM Enterprise Operations and Shared Services (IM) | DOE | Deployed | Not high-impact | Cybersecurity | Classical / predictive ML | Purchased from vendor |
| Elucidating Genetic and Environmental Risk Factors for Antipsychotic-induced Metabolic Adverse Effects Using AI DOE-351 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Health and Medical | Classical / predictive ML | Developed in-house |
| Physics-Informed Learning Machines for Multiscale and Multiphysics Problems (PhILMs) DOE-356 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| Regional waste feedstock conversion to biofuels DOE-358 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Energy and the Environment | Classical / predictive ML | Developed in-house |
| Machine Learning components within Splunk Enterprise Security DOE-456 · SLAC - SLAC National Accelerator Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Cybersecurity | Classical / predictive ML | Purchased from vendor |
| Machine Learning components within CrowdStrike DOE-458 · SLAC - SLAC National Accelerator Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Cybersecurity | Classical / predictive ML | Purchased from vendor |
| OPQ-AI DOE-477 · ANL - Argonne National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Administrative Functions | Classical / predictive ML | Developed in-house |
| ServiceNow Classification Prediction DOE-563 · LANL - Los Alamos National Lab (LAFO) | DOE | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Purchased from vendor |
| Elastic Stack Technology (ELK) DOE-57 · Y-12 - Consolidated Nuclear Security Y-12 (YFO) | DOE | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Purchased from vendor |
| Cognitive Prescreen Tool (CPT) DOE-59 · Y-12 - Consolidated Nuclear Security Y-12 (YFO) | DOE | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Developed in-house |
| AI and natural-language powered search DOE-595 · EE HQ - EE Headquarters (EE) | DOE | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Purchased from vendor |
| Invoice Scanning System DOE-632 · RL - Hanford - Richland Operations Office - Hanford (EM) | DOE | Deployed | Not high-impact | Procurement and Financial Management | Classical / predictive ML | Developed in-house |
| ServiceNow Cluster Analysis DOE-637 · LANL - Los Alamos National Lab (LAFO) | DOE | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Purchased from vendor |
| high level synthesis for machine learning (previously hls4ml) DOE-64 · FNAL - Fermi National Accelerator (SC43 OIM) | DOE | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| ServiceNow Similarity Analysis DOE-643 · LANL - Los Alamos National Lab (LAFO) | DOE | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Purchased from vendor |
| Georeference Figures DOE-645 · LM HQ - Office of Legacy Management (LM) | DOE | Deployed | Not high-impact | Energy and the Environment | Classical / predictive ML | Purchased from vendor |
| pComply-AI-High Risk DOE-658 · ANL - Argonne National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Procurement and Financial Management | Classical / predictive ML | Developed in-house |
| Groundwater Modeling DOE-659 · LM HQ - Office of Legacy Management (LM) | DOE | Deployed | Not high-impact | Energy and the Environment | Classical / predictive ML | Purchased from vendor |
| OpenText for Records Management (File share auto-classification) DOE-665 · EE HQ - EE Headquarters (EE) | DOE | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Purchased from vendor |
| READS: Real-time Edge AI for Distributed Systems DOE-70 · FNAL - Fermi National Accelerator (SC43 OIM) | DOE | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
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