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Self‐Driving Lab for Solid‐Phase Extraction Process Optimization and Application to Nucleic Acid Purification

Sebastian Pütz, Jonathan Döttling, Tim Ballweg, André Tschöpe, Vitaly Biniyaminov, Matthias Franzreb

Year
2025
Citations
6
Access
Open access

Abstract

Self-Driving Labs The cover image symbolizes the synergy of robotics, data, and biotechnology in this research. A robotic hand balances a sphere surrounded by DNA and binary code, reflecting the optimization of DNA purification through our self-driving laboratory (SDL). Integrating robotics, machine learning, and automation, the SDL accelerates bioprocess development, enabling sustainable, efficient, and scalable solutions for complex biotechnological challenges. More details can be found in article number 2400564 by Sebastian Putz, Matthias Franzreb, and co-workers.

Keywords

Nucleic acidExtraction (chemistry)Process (computing)Solid phase extractionProcess engineeringPhase (matter)ChromatographyChemistryMaterials scienceComputer science

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