1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Stratospheric aerosol source inversion: Noise, variability, and uncertainty quantification
J. Hart, I. Manickam, M. Gulian +6
Stratospheric aerosols play an important role in the earth system and can affect the climate on timescales of months to years. However, estimating the characteristics of partially…
stat.ML2023
Solving High-Dimensional Inverse Problems with Auxiliary Uncertainty via Operator Learning with Limited Data
Joseph Hart, Mamikon Gulian, Indu Manickam +1
In complex large-scale systems such as climate, important effects are caused by a combination of confounding processes that are not fully observable. The identification of sources…
q-bio.QM2016★ 1 cited
Classification of syncope through data analytics
Joseph Hart, Jesper Mehlsen, Christian H. Olsen +2
Objective: Syncope is a sudden loss of consciousness with loss of postural tone and spontaneous recovery; it is a common condition, albeit one that is challenging to accurately dia…