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AI for Biomaterials Design
Status: This talk is in preparation - details may change
We are building an automated platform that uses artificial intelligence to design and optimize nanoparticles for medical applications such as enabling brain-specific delivery. Our system combines robotic laboratory equipment with AI algorithms that learn from experimental results to rapidly discover optimal nanoparticle recipes, replacing the current time-consuming trial-and-error approach. The platform will process hundreds of different nanoparticle formulations simultaneously, using real-time measurements of particle properties to guide the AI in selecting the most promising combinations. By automating and accelerating nanoparticle development, we aim to reduce optimization time from months to days while creating better-performing particles for medical applications such as neurological diseases, potentially accelerating the development of new treatments and therapies.
Date:
20 November 2025, 17:30
Venue:
Wolfson College, Linton Road OX2 6UD
Speaker:
Konstantin Hemker (ENCODE)
Organising department:
Wolfson College
Organiser:
Dr. Yi Yin (Wolfson College, University of Oxford)
Part of:
Oxford Cross-Disciplinary Machine Learning (OxfordXML) Research Cluster Seminar Series
Booking required?:
Not required
Audience:
Members of the University only
Editor:
Yi Yin
