Opportunity timeline

PostedJun 5, 2026
DeadlineDec 5, 2026

In plain English

The Department of Energy is offering a licensing opportunity for SurfGraphPro, an AI tool developed at Los Alamos National Laboratory. This technology converts complex protein structures into an easy-to-analyze format, speeding up drug discovery, antibody design, and pathogen detection. Companies in pharmaceuticals, biotech, diagnostics, and other fields can license this patent-pending tool to enhance their protein analysis capabilities. This is not a request for development services.

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…

Time remaining

Closes Dec 5, 2026

82Days
:
16Hours
:
41Min
:
17Sec

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Ref No.

BS-81ED9F