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.

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Advancing Market-Ready Building Energy Management by Cost-Effective Differentiable Predictive Control DOE-349 · PNNL - Pacific Northwest National Laboratory (SC43 OIM)	DOE	Deployed	Not high-impact	Energy and the Environment	Reinforcement learning	Developed in-house
Adaptive Cyber-Physical Resilience for Building Control Systems DOE-350 · PNNL - Pacific Northwest National Laboratory (SC43 OIM)	DOE	Deployed	Not high-impact	Energy and the Environment	Reinforcement learning	Contract and in-house
Enhancing U.S. critical mineral supply chains through AI and remote sensing mapping of legacy mine sites and tailings DOI-0102 · USGS	DOI	Pre-deployment	Not high-impact	Energy and the Environment	Reinforcement learning	Not reported