Lab-in-the-Loop: Smarter AI for Antibody Design
Автор: Twist Bioscience
Загружено: 2025-10-16
Просмотров: 1071
Описание:
Designing therapeutic antibodies is a complex process, often slowed by costly, time-intensive experimental searches.
This webinar introduces Lab-in-the-Loop, a new approach that combines AI-driven design with targeted lab testing to accelerate antibody discovery. By combining generative models, predictive analytics and active learning in an iterative workflow, this method streamlines optimization and reduces experimental burden.
Join our expert speaker to discover how this new approach dramatically improved antibody variants and identified strong therapeutic candidates across multiple clinically relevant targets – illustrating how cutting-edge AI can transform biologic drug development.
Attend this webinar to:
Understand the Lab-in-the-Loop framework and its integration of AI, predictive modeling, active learning and lab testing to streamline therapeutic antibody design
Learn how iterative optimization across four key targets (EGFR, IL-6, HER2, OSM) improved binding affinity and uncovered high-potential antibody candidates
Explore the impact of AI-driven approaches on reducing experimental burden, accelerating discovery timelines and improving the quality of antibody therapeutics
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