Visualization Tool

Visualization tools are rapidly evolving to address the challenges of interpreting complex data across diverse scientific domains. Current research emphasizes interactive, scalable tools leveraging techniques like UMAP for dimensionality reduction, LLMs for automated data processing and visualization generation, and AI-powered systems for iterative refinement based on user feedback. These advancements are significantly improving data exploration and analysis, facilitating deeper insights in fields ranging from machine learning model interpretation to drug safety research and human-swarm interaction studies.