TECHNOLOGY LICENSING OPPORTUNITY: SurfGraphPro

The Los Alamos National Laboratory is offering a technology licensing opportunity for SurfGraphPro, an AI tool that transforms complex protein structures into an easy-to-analyze format. This technology helps researchers quickly identify binding sites, predict molecular interactions, and understand protein behavior with greater speed and scalability than traditional approaches. The key advantages of SurfGraphPro include turning complex protein structures into information computers can use more easily, speeding up protein analysis, reducing manual feature engineering, preserving important details about protein shape and chemical properties, and supporting multiple uses. The market applications for SurfGraphPro include pharmaceuticals and biotechnology, biologics and antibody development, diagnostics and infectious disease, agricultural biotechnology, materials and industrial science, and research tools and software. Some of the key points about this opportunity include: • Helps turn complex protein structures into information computers can use more easily • Speeds up protein analysis compared with older approaches • Reduces the amount of manual feature engineering needed • Preserves important details about both protein shape and chemical properties • Supports multiple uses, including drug discovery, antibody design, and pathogen detection • Offers a flexible platform that can be adapted to different protein-related tasks