4 papers
Tree statistics improve neural simulation-based inference of epidemiological parameters over case counts alone
Zena Lapp, Emma E. Goldberg, John R. Tipton +3
During an infectious disease outbreak, accurate estimates of epidemiological parameters such as the reproduction number and infection duration can inform the public health response…
Improved Global Ocean Heat Content Estimation by Modeling Vertical Spatio-Temporal Dependence
Thea Sukianto, Donata Giglio, Mikael Kuusela
Estimating ocean heat content (OHC) with reliable uncertainties is critical for understanding and monitoring the evolution of Earth's climate, as the ocean has stored most of the e…
Locally stationary Argo ocean heat content estimates: Modeling, validation and uncertainty quantification
Thea Sukianto, Mikael Kuusela, Donata Giglio +3
Argo profiling floats measure seawater temperature and salinity in the upper 2000 meters of the ocean. These floats are uniquely capable of measuring the global Ocean Heat Content…
Seasonal trend assessment of US extreme precipitation via changepoint segmentation
Jaechoul Lee, Mintaek Lee, Thea Sukianto
Most climate trend studies analyze long-term trends as a proxy for climate dynamics. However, when examining seasonal data, it is unrealistic to assume that long-term trends remain…