US Nuclear: DOE selects Genesis Mission projects as White House announces USD5bn in commitments

Research evidence excerpt

US Nuclear: DOE selects Genesis Mission projects as White House announces USD5bn in commitments

Integrated AI for Coupled Landscape and Earth-system

Subsurface Intelligence

54 Physics Informed Transformer Foundation Model with Uncertainty Quantification for Coupled Eulerian

and Lagrangian Flow Physics (PIT-FM)

SLAC National Accelerator Laboratory 55 A Multi-Agent AI Framework for Discovering Chemical Drivers of Selective Critical Metal Recovery

from Complex Battery Waste

SRI International 56 Scalable Heterogeneous Federated Learning Framework (SHFL)

The Regents of the University of California - UCSD 57 Denoising Quantum Sensors: Agentic Algorithm Creation and Real-Time AI for Quantum-Enabled

Rare Event Discovery

The Regents of the University of California, Riverside 58 Learning to Decode at Hardware Speed: Distilled Intelligence for Quantum Error Correction

The Regents of the University of California, San 59 Structural dynamics enable enzyme design for useful biotechnology

Francisco (UCSF)

The Regents of University of California 60 AI-Driven Inverse Design of Next-Generation 3D Quantum Processors

61 Hierarchical Multi-Modal AI for the Discovery of Regioselective Molecular Catalysts

Unitary Fund 62 AutoQEC: AI-Driven Discovery and Optimization of Quantum Error Correction Codes

University of Southern California 63 AI-Enabled Geobiological Critical Minerals Characterization and Recovery in Geothermal Systems

64 Al-driven subgrid-scale model for large-eddy simulation of turbulent flows based on geometry and

tracking of turbulence structures

65 POLARIS: Phase-logic Optimization via Learning and AI for Reduced-temperature Integrated Systems

CO Colorado School of Mines 66 Agentic GeoAI for Precision Mineral Exploration (AGAPEX)