Computational Data Analytics

Highlights

Corrosion studies in molten fluoride and chloride salts were surveyed, and key data were aggregated into a single dataset. Studies were graphed by salt…

A breakthrough in alloy design often requires comprehensive understanding in complex multi-component/multi-phase systems to generate novel material hypotheses. We…

The last few decades have witnessed a significant increase in the sophistication of scientific instruments. This sophistication has led to an…

EDEN is an interactive visual analytics system for multivariate data analysis that extends the parallel coordinates information visualization technique providing new statistical analysis…

Our deep learning framework is called Multinode Evolutionary Neural Networks for Deep Learning (MENNDL).  MENNDL relies on two optimization methods, genetic algorithms…

Flexible visual analysis of long, high-resolution, and irregularly sampled time series data from multiple sensor streams is a challenge in several domains. In the field of additive manufacturing,…