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 |
|---|---|---|---|---|---|---|
| DNA-P Use Cases Leaverging Artificial Intellegence (Pre-Development) DOE-573 · NA-IM (Enterprise) - Office of the Associate Administrator f | DOE | Pre-deployment | Not high-impact | Other | Other | Not reported |
| MR-DT DOE-579 · NE INL - NE Idaho National Laboratory (NE) | DOE | Pre-deployment | Presumed high-impact, determined not | Science | Classical / predictive ML | Not reported |
| Development of a Planning, Operation, and Control Framework for Hybrid Energy Storage and Renewable Generation Systems DOE-582 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Accelerated Nanomaterial Discovery DOE-585 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AI-Assisted Strategies and Solutions for Environmental Technology (AI-ASSET) DOE-588 · SRS - SRNL - Savannah River Site - Savannah River National L | DOE | Pre-deployment | Presumed high-impact, determined not | Energy and the Environment | Agentic AI | Not reported |
| Use AI/ML for Climate Prediction DOE-592 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Offshore AIIM Dashboard DOE-597 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Classical / predictive ML | Not reported |
| EDX-ClaiMM DOE-598 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Science | Natural language processing | Not reported |
| Storage usage effectiveness and data placement optimization at Data Center DOE-600 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AI Enabled Code Review DOE-606 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Information Technology | Generative AI | Not reported |
| Objective-Driven Data Reduction for Scientific Workflows DOE-612 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Autonomous, real-time guiding of BCP film synthesis DOE-614 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Low Dose Radiation Biology DOE-617 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| KBase: An Integrated Knowledgebase for Predictive Biology and Environmental Research DOE-619 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AI Video Creation DOE-620 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Other | Generative AI | Not reported |
| Enhancing the circularity: Cost effective battery de-energization, disassembly, and pre-processing (CEBDDP) DOE-622 · EE HQ - EE Headquarters (EE) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Classical / predictive ML | Not reported |
| lntegrated Platform for Multimodal Data Capture, Exploration and Discovery Driven by Al Tools DOE-627 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Consolidated Nuclear Waste Glass Database DOE-629 · SRS - SRNL - Savannah River Site - Savannah River National L | DOE | Pre-deployment | Presumed high-impact, determined not | Energy and the Environment | Classical / predictive ML | Not reported |
| QuantomVision DOE-635 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Information Technology | Generative AI | Not reported |
| Knowledge Capture Agent (KCA) DOE-640 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Information Technology | Generative AI | Not reported |
| AI Support Agent Chatbot DOE-641 · EE HQ - EE Headquarters (EE) | DOE | Pre-deployment | Not high-impact | Information Technology | Generative AI | Not reported |
| Accelerating HEP Science: Inference and Machine Learning at Extreme Scales DOE-644 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Critical Materials DOE-650 · NE INL - NE Idaho National Laboratory (NE) | DOE | Pre-deployment | High-impact | Science | Generative AI | Not reported |
| Continuous Structure Descriptors for XANES Interpretation DOE-655 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Azure AI Search DOE-656 · NR HQ - Naval Reactors (NR) | DOE | Pre-deployment | Not high-impact | Administrative Functions | Natural language processing | Not reported |
| Machine Learning for Autonomous Control of Scientific User Facilities DOE-663 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Towards Edge Computing: A Software and Hardware Co-Design Methodology for Application-Specific Integrated
Circuit (ASIC)-based Scientific Neuromorphic Computing (NC) DOE-666 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AI/ML for Applications in High Energy adn Nuclear Physics DOE-668 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| RAPIDS3: A SciDAC Institute for Computer Science, Data, and Artificial Intelligence DOE-670 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Use AI/ML to Enhance the Bioimaging Capabilities at Brookhaven National Laboratory (BNL) DOE-672 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Smart CO2 Transport-Route Planning Tool DOE-678 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Classical / predictive ML | Not reported |
| AI for Vendor Compliance DOE-681 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Procurement and Financial Management | Generative AI | Not reported |
| Automated sorting of high repetition rate coherent diffraction data from XFELS DOE-686 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Copilot Studio DOE-690 · NR HQ - Naval Reactors (NR) | DOE | Pre-deployment | Not high-impact | Administrative Functions | Generative AI | Not reported |
| AI Safety Tool DOE-696 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Energy and the Environment | Generative AI | Not reported |
| Agentic AI for cybersecurity change request reviews DOE-701 · NR HQ - Naval Reactors (NR) | DOE | Pre-deployment | Not high-impact | Cybersecurity | Agentic AI | Not reported |
| Microsoft 365 Copilot DOE-708 · NR HQ - Naval Reactors (NR) | DOE | Pre-deployment | Not high-impact | Administrative Functions | Generative AI | Not reported |
| Collaborative Machine learning platform for Scientific Discovery DOE-712 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Performance Monitoring at the Salt Waste Processing Facility (SWPF) DOE-713 · SRS - SRNL - Savannah River Site - Savannah River National L | DOE | Pre-deployment | Presumed high-impact, determined not | Energy and the Environment | Classical / predictive ML | Not reported |
| Tackling Solid-State Electrochemical Interfaces from Structure to Function Utilizing HPC and Machine Learning Tools DOE-717 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| 5G-enabled Reliable and Decentralized IoT Framework with Blockchain DOE-718 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AI/ML in Particle Accelerator Controls System DOE-730 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Identifying Controlling Variables for Mercury Vapor Release at Y-12's Alpha-4 DOE-736 · SRS - SRNL - Savannah River Site - Savannah River National L | DOE | Pre-deployment | High-impact | Energy and the Environment | Classical / predictive ML | Not reported |
| AI for Financial Analysis DOE-742 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Procurement and Financial Management | Classical / predictive ML | Not reported |
| AI/ML to design and optimize materials and their properties DOE-745 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Intelligent Acquisition and Reconstruction for Hyper-Spectral Tomography Systems DOE-750 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| To drive insights on the power system reliability, cost, and operations during the energy transition with and without FECM technologies DOE-93 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Classical / predictive ML | Not reported |
| To drive insights on the dependencies between the natural gas and electricity sectors to increase reliability of the NG system DOE-94 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Classical / predictive ML | Not reported |
| Data platform to expedite access and reuse of carbon ore data for materials, manufacturing and research DOE-98 · NETL - National Energy Technology Laboratory (FECM) | DOE | Pre-deployment | Not high-impact | Energy and the Environment | Classical / predictive ML | Not reported |
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