23 citations · 39 across the 8 of their papers we have counts for
8 papers
LAMDA: Aiding Visual Exploration of Atomic Displacements in Molecular Dynamics Simulations
Rostyslav Hnatyshyn, Danny Perez, Gerik Scheuermann +2
Contemporary materials science research is heavily conducted in silico, involving massive simulations of the atomic-scale evolution of materials. Cataloging basic patterns in the a…
FEWSim: A Visual Analytic Framework for Exploring the Nexus of Food-Energy-Water Simulations
Fan Lei, David A. Sampson, Jiayi Hong +5
The interdependencies of food, energy, and water (FEW) systems create a nexus opportunity to explore the strengths and vulnerabilities of individual and cross-sector interactions w…
Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation
Jiayi Hong, Christian Seto, Arlen Fan +1
In this paper, we assess the visualization literacy of two prominent Large Language Models (LLMs): OpenAI's Generative Pretrained Transformers (GPT), the backend of ChatGPT, and Go…
LossLens: Diagnostics for Machine Learning through Loss Landscape Visual Analytics
Tiankai Xie, Jiaqing Chen, Yaoqing Yang +8
Modern machine learning often relies on optimizing a neural network's parameters using a loss function to learn complex features. Beyond training, examining the loss function with…
Understanding Reader Takeaways in Thematic Maps Under Varying Text, Detail, and Spatial Autocorrelation
Arlen Fan, Fan Lei, Michelle Mancenido +2
Maps are crucial in conveying geospatial data in diverse contexts such as news and scientific reports. This research, utilizing thematic maps, probes deeper into the underexplored…
Capturing Cancer as Music: Cancer Mechanisms Expressed through Musification
Rostyslav Hnatyshyn, Jiayi Hong, Ross Maciejewski +2
The development of cancer is difficult to express on a simple and intuitive level due to its complexity. Since cancer is so widespread, raising public awareness about its mechanism…
A Survey of Designs for Combined 2D+3D Visual Representations
Jiayi Hong, Rostyslav Hnatyshyn, Ebrar A. D. Santos +2
We examine visual representations of data that make use of combinations of both 2D and 3D data mappings. Combining 2D and 3D representations is a common technique that allows viewe…
GeoLinter: A Linting Framework for Choropleth Maps
Fan Lei, Arlen Fan, Alan M. MacEachren +1
Visualization linting is a proven effective tool in assisting users to follow established visualization guidelines. Despite its success, visualization linting for choropleth maps,…