Products

We believe in open and replicable science, and open-source software. This page lists products such as software, visual analytics apps, code, dataset or models that are usable by others. Not all our research leads to products like that, but still, coding is used to conduct the analysis. For those, see the code repos linked on the Publications page.

Clicking on each card below takes you to the source code repository, and if there is a “Visit Live Website” link, it is linking to the live websire, dataset or models page. If you need assistance with a product, please feel free to contact us.

air pollution computer vision covid-19 cryosphere dengue epidemiology graph neural networks keystep recognition machine learning public health remote sensing sea ice software spatiotemporal swastika counter website
GeoDEN
GeoDEN Visual Analytics, Code

Exploratory analysis of spatiotemporal spread and interaction of dengue serotypes.

Visit Live Website
software website dengue spatiotemporal
PM2.5 Surface Concentration Estimates
PM2.5 Surface Concentration Estimates Models, Code, Datasets

Daily estimates of PM2.5 across the continental US.

air pollution remote sensing machine learning spatiotemporal
State-level COVID-19 Hospitalization Forecasting
State-level COVID-19 Hospitalization Forecasting Models, Code, Datasets

Probabilistic multi-horizon 28-day forecasts of state-level COVID-19 hospitalizations in the United States.

Visit Live Website
machine learning public health epidemiology covid-19 spatiotemporal
Multi-task Automated Sea Ice Charting
Multi-task Automated Sea Ice Charting Models, Code

End-to-end multi-task deep learning pipeline for mapping sea ice parameters (concentration, type, and floe size) from SAR and passive microwave.

machine learning remote sensing cryosphere sea ice

More

Swastika Counter Map
Swastika Counter Map Visual Analytics, Code

Tracking antisemitism and harm across the United States.

Visit Live Website
software website swastika counter spatiotemporal
County-level COVID-19 Case Forecasting
County-level COVID-19 Case Forecasting Models, Code, Datasets

Probabilistic forecasts of weekly county-level COVID-19 case incidence in the United States.

Visit Live Website
machine learning public health epidemiology covid-19 spatiotemporal
Sea Ice Mapping
Sea Ice Mapping Models, Code

End-to-end deep learning pipeline for mapping sea ice from SAR with random-augment sampler.

machine learning remote sensing cryosphere sea ice
Keystep Recognition with Graph Neural Networks
Keystep Recognition with Graph Neural Networks Models, Code

1st place in the Ego-Exo4D Keystep Recognition Challenge at the EgoVis Workshop at CVPR 2025.

machine learning graph neural networks computer vision keystep recognition spatiotemporal