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
AI used for predictive modeling and real time control of traffic systems DOE-353 · PNNL - Pacific Northwest National Laboratory (SC43 OIM)	DOE	Deployed	Not high-impact	Transportation	Reinforcement learning	Contract and in-house
CAISY DOE-437 · HC HQ - Office of the Chief Human Capital Officer (HC)	DOE	Deployed	Not high-impact	Administrative Functions	Reinforcement learning	Purchased from vendor
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