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 |
|---|---|---|---|---|---|---|
| APT Analytics DOE-352 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Contract and in-house |
| Laboratory Automation DOE-354 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Computer vision | Developed in-house |
| Managing curb allocation in cities DOE-357 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Transportation | Classical / predictive ML | Developed in-house |
| Use of developed ML techniques to parse opensource text-based information. DOE-359 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Information Technology | Natural language processing | Contract and in-house |
| AI techniques for identification of suitable delivery parking spaces in an urban scenario DOE-360 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Contract and in-house |
| Surrogate models for probabilistic Bayesian inference DOE-361 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| AI-Enhanced Hub DOE-547 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Human Resources | Generative AI | Developed in-house |
| Tabnine AI Pair Programmer DOE-567 · KCNSC - Kansas City National Security Campus (KCFO) | DOE | Pre-deployment | Not high-impact | Information Technology | Generative AI | Purchased from vendor |
| M&O Program Trimester Reporting Modernization DOE-594 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Administrative Functions | Generative AI | Developed in-house |
| Improve Scout Search results DOE-628 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Information Technology | Generative AI | Developed in-house |
| HR Job Postings DOE-630 · NE INL - NE Idaho National Laboratory (NE) | DOE | Pre-deployment | High-impact | Human Resources | Generative AI | Developed in-house |
| Facilities Visual Inspection DOE-633 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Computer vision | Developed in-house |
| Microsoft Discovery DOE-646 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Generative AI | Contract and in-house |
| Instrument Documentation Search DOE-660 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Generative AI | Developed in-house |
| Cloud Knowledge Hub DOE-722 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Information Technology | Generative AI | Developed in-house |
| Unleashing AI Transformer Models on FPGAs for Accelerating LHC and Particle Physics DOE-485 · FNAL - Fermi National Accelerator (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| ServiceNow AI Search DOE-451 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Information Technology | Generative AI | Not reported |
| AI for High Risk Property DOE-454 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Information Technology | Generative AI | Not reported |
| AI for Isotopes (Pellet) Inspection DOE-476 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Energy and the Environment | Computer vision | Not reported |
| Next-Generation Beam Cooling and Control with Optical Stochastic Cooling DOE-62 · FNAL - Fermi National Accelerator (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Reinforcement learning | Not reported |
| In-storage computing for multi-messenger astronomy in neutrino experiments and cosmological surveys DOE-63 · FNAL - Fermi National Accelerator (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Streamining intelligent detectors for sPHENIX/EIC DOE-65 · FNAL - Fermi National Accelerator (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| ATLAS DOE-654 · NE INL - NE Idaho National Laboratory (NE) | DOE | Pre-deployment | Not high-impact | Information Technology | Other | Not reported |
| Uncertainty Quantification and Instrument Automation to enable next generation cosmological discoveries DOE-69 · FNAL - Fermi National Accelerator (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| HALO AI DOE-692 · NE INL - NE Idaho National Laboratory (NE) | DOE | Pre-deployment | Not high-impact | Other | Other | Not reported |
| Simulation-based inference for cosmology DOE-71 · FNAL - Fermi National Accelerator (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Extreme data reduction for the edge DOE-72 · FNAL - Fermi National Accelerator (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Argonne Resilience AI Assistant ARAIA (nee CALLM) DOE-472 · GDO HQ - Grid Deployment Office (GDO) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Generative AI | Not reported |
| Command Media DOE-521 · Pantex - PanTeXas Deterrence Pantex (PFO) | DOE | Pre-deployment | Not high-impact | Information Technology | Generative AI | Developed in-house |
| Computer Vision for Defect Detection DOE-555 · SRS - ESB - Savannah River Site - Enterprise System Boundary | DOE | Pre-deployment | Not high-impact | Administrative Functions | Computer vision | Developed in-house |
| Report Assistant DOE-610 · SRS - ESB - Savannah River Site - Enterprise System Boundary | DOE | Pre-deployment | Not high-impact | Administrative Functions | Classical / predictive ML | Developed in-house |
| AI-Tailored Learning Management Solutions DOE-611 · SRS - ESB - Savannah River Site - Enterprise System Boundary | DOE | Pre-deployment | Not high-impact | Administrative Functions | Generative AI | Developed in-house |
| Intrabot DOE-625 · Pantex - PanTeXas Deterrence Pantex (PFO) | DOE | Pre-deployment | Not high-impact | Information Technology | Generative AI | Developed in-house |
| AI Drafting of Operational Procedures and Training Materials DOE-626 · SRS - ESB - Savannah River Site - Enterprise System Boundary | DOE | Pre-deployment | Not high-impact | Administrative Functions | Generative AI | Developed in-house |
| CyberSearch DOE-647 · Pantex - PanTeXas Deterrence Pantex (PFO) | DOE | Pre-deployment | Not high-impact | Cybersecurity | Generative AI | Developed in-house |
| Software Implementation Assistant DOE-689 · SRS - ESB - Savannah River Site - Enterprise System Boundary | DOE | Pre-deployment | Not high-impact | Information Technology | Agentic AI | Developed in-house |
| AI-Form and Questionnaire Assistant DOE-709 · SRS - ESB - Savannah River Site - Enterprise System Boundary | DOE | Pre-deployment | Not high-impact | Administrative Functions | Generative AI | Developed in-house |
| Machine Learning to support Operational Efficiency DOE-726 · SRS - ESB - Savannah River Site - Enterprise System Boundary | DOE | Pre-deployment | Not high-impact | Administrative Functions | Classical / predictive ML | Developed in-house |
| O365 Copilot DOE-648 · SLAC - SLAC National Accelerator Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Administrative Functions | Generative AI | Not reported |
| Preventive Maintenance Procedure Development DOE-664 · Pantex - PanTeXas Deterrence Pantex (PFO) | DOE | Pre-deployment | High-impact | Administrative Functions | Generative AI | Developed in-house |
| Expanding Consumer Participation in Consumer Electronics Recycling Programs Utilizing Targeted Marketing Campaigns DOE-731 · EE HQ - EE Headquarters (EE) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Natural language processing | Not reported |
| FY19 Lab Call – Livewire Data Sharing Platform DOE-738 · EE HQ - EE Headquarters (EE) | DOE | Pre-deployment | Not high-impact | Information Technology | Generative AI | Not reported |
| Natural Language Processing DOE-118 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Classical / predictive ML | Not reported |
| DOE AI Data Infrastructure System DOE-120 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Classical / predictive ML | Not reported |
| Creation of polymer datasets and inverse design of polymers with targeted backbones having
High CO2 permeability and high CO2/N2 selectivity. DOE-125 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Classical / predictive ML | Not reported |
| To use AI to calibrate the simulation model by matching simulation data with production history data. DOE-150 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Classical / predictive ML | Not reported |
| Data discovery, processing, and generation using machine learning for a range of CCS data and information DOE-179 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Classical / predictive ML | Not reported |
| To help automate data discovery and preparations to support a range of CS models, tools, and products DOE-218 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Science | Natural language processing | Not reported |
| ORNL: Foundational AI Research DOE-328 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Science | Generative AI | Not reported |
| ORNL: AI for Materials Science DOE-329 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Science | Generative AI | Not reported |
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