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TECHNOLOGY LICENSING OPPORTUNITY: SurfGraphPro

ENERGY, DEPARTMENT OF

Special Notice · not a solicitation. There is nothing to bid on yet: agencies use this notice type for market research or information. You can respond to get on their radar, but do not budget proposal time for it.

Place of performance: Los Alamos, NM

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Posted
Jun 7, 2026
Closes
Dec 5, 2026 (in 134 days)

At a glance

This is a government contract opportunity posted by ENERGY, DEPARTMENT OF in the research and development in the physical category. The deadline is December 5, 2026, 135 days from now. Work is performed in Los Alamos, NM.

Classification and identifiers

Industry (NAICS)
Research and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology) (541715)
Product or service (PSC)
General Science and Technology R&D Services; General Science and Technology; Basic Research (AJ11)
Solicitation number
S-196061
Contracting office
TRIAD - DOE CONTRACTOR

Who can apply

Work performed in Los Alamos, NM

No Set aside used. NONE

About this opportunity

SurfGraphPro, an AI tool, transforms complex protein structures into an easy-to-analyze format that helps researchers quickly identify binding sites, predict molecular interactions and understand protein behavior with greater speed and scalability than traditional approaches. By combining 3D surface graph representations with advanced machine learning, this technology from Los Alamos National Laboratory reduces the computational burden of protein analysis while preserving the structural detail needed for high-value applications in drug discovery, antibody design, pathogen detection and custom protein engineering. The Challenge: Protein surfaces are extremely complex, three-dimensional structures, and that complexity makes them difficult to analyze using traditional computational approaches...

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