Wiz

Wiz performs interactive visualization and multivariate analysis of large, high-dimensional datasets to support scientific interpretation and discovery.

Key Features:

• Interactive Visualization: Provides interactive exploration of complex datasets to reveal data relationships and patterns.
• 5D Visual Analytics: Enables visualization and interrogation of up to five data dimensions simultaneously for multifaceted data interactions.
• Multivariate Data Analysis: Implements multivariate analyses including principal component analysis (PCA) and linear discriminant analysis (LDA) for dimensionality reduction and discriminant assessment.
• Customizable Plots: Produces customizable plot types, layouts and filtering options and generates high-quality, publication-ready images.
• Scalable Data Handling: Employs visualization techniques designed to handle large volumes of data efficiently.

Scientific Applications:

• Materials discovery: Visualization and analysis of high-throughput materials datasets to identify candidate materials and trends.
• Industrial digitalization: Analysis and visualization of large industrial datasets within digitalization workflows.
• Artificial intelligence and big data analytics: Exploratory data analysis and visualization to support AI and big data model development and interpretation.
• High-throughput methodologies: Interpretation and interrogation of large-scale high-throughput experimental or computational datasets.

Methodology:

Implements interactive visualization and 5D visual analytics and performs multivariate analyses including PCA and LDA, using visualization techniques to handle large volumes of data.