AI Applications in Biology Symposium 2026

The integration of artificial intelligence into biological research has transformed how we approach fundamental questions in the life sciences. From predicting protein structures to analyzing complex imaging data, machine learning methods are enabling discoveries at scales and speeds previously unimaginable. Recognized by the 2024 Nobel Prize in Chemistry for breakthrough achievements in protein structure prediction, AI has proven its power to accelerate scientific understanding. Yet significant opportunities remain to deepen connections between AI innovators and the biological research community, particularly in biophysics and quantitative biology.

The “AI Applications in Biology Symposium” will bring together researchers at the intersection of machine learning and biological discovery, showcasing cutting-edge approaches across structural biology, imaging analysis, single-molecule biophysics, and omics data integration. Deliberately scheduled to coincide with the Biophysical Society Annual Meeting, this forum aims to create a dedicated space for researchers applying AI methods to biological problems – bringing together the computational community to share methodologies, discuss challenges, and explore innovations.

Across four thematic sessions, covering AI for cryo-EM and structural biology, single-molecule detection and tracking, image understanding, and omics data analysis, we will highlight both established frameworks and emerging approaches. Each session will feature invited leaders in the field alongside early-career researchers, fostering knowledge transfer and collaboration. A poster session will provide additional opportunities for participants to present their work and engage in detailed discussions.

This symposium is designed to spark new methodological insights, establish collaborative networks, and accelerate the development of AI tools tailored to biological challenges. Join us in shaping the future of computational biology!

Call for submissions: All attendees are invited to submit a brief abstract for consideration to give a 15-minute talk, or 1-minute poster pitch, and/or request a spot at the poster session. Early-career researchers are especially encouraged!

See below for important abstract submission and registration deadlines. There is no fee to attend.