Computer graphics is increasingly central to modern scientific discovery, providing not only visualization but also physically grounded modeling, simulation, inverse problem formulations, and interactive systems for hypothesis generation. Building on the Graphics4Science course at SIGGRAPH 2025, the 2026 edition shifts to a workshop-style format with fewer broadcast talks, more technical dives, and more in-depth discussion. The program features four keynotes spanning computational imaging, scientific reconstruction for structural biology, generative modeling for molecular structures, and reduced-order modeling for physical simulation, complemented by two curated lightning-talk sessions that highlight the most recent advances from the broader community.
We thank Siyuan Chen, Caoliwen Wang, and Kevin Chen for their help in preparing the course website, setting up group chats, and refining the slides.