AVA: Towards Autonomous Visualization Agents through Visual Perception-Driven Decision-Making

no code implementations • 7 Dec 2023 • Shusen Liu, Haichao Miao, Zhimin Li, Matthew Olson, Valerio Pascucci, Peer-Timo Bremer

With recent advances in multi-modal foundation models, the previously text-only large language models (LLM) have evolved to incorporate visual input, opening up unprecedented opportunities for various applications in visualization.

Decision Making

SynopSet: Multiscale Visual Abstraction Set for Explanatory Analysis of DNA Nanotechnology Simulations

no code implementations • 18 Apr 2022 • Deng Luo, Alexandre Kouyoumdjian, Ondřej Strnad, Haichao Miao, Ivan Barišić, Ivan Viola

We propose a new abstraction set (SynopSet) that has a continuum of visual representations for the explanatory analysis of molecular dynamics simulations (MDS) in the DNA nanotechnology domain.