9 citations · 10 across the 7 of their papers we have counts for
9 papers
Solar Wind Classifications at Mars using Machine Learning Techniques
Catherine E. Regan, Silvia Ferro, Austin M. Smith +5
Understanding solar wind variability throughout the heliosphere is essential for fundamental space physics and future exploration of the Moon and Mars. The Mars Atmosphere and Vola…
A Search for Exoplanet Candidates in TESS 2-min Light Curves using Joint Bayesian Detection
Jamila S. Taaki, Athol J. Kemball, Farzad Kamalabadi
In this work, we apply an exploratory joint Bayesian transit detector (Taaki et al. 2020), previously evaluated using Kepler data, to the 2 min simple aperture photometry light cur…
Robust Detrending of Spatially Correlated Systematics in Kepler Light Curves Using Low-Rank Methods
Jamila Taaki, Athol Kemball, Farzad Kamalabadi
Light curves produced by wide-field exoplanet transit surveys such as CoRoT, Kepler, and TESS are affected by sensor-wide systematic noise which is correlated both spatiotemporally…
Dimensionality Collapse: Optimal Measurement Selection for Low-Error Infinite-Horizon Forecasting
Helmuth Naumer, Farzad Kamalabadi
This work introduces a method to select linear functional measurements of a vector-valued time series optimized for forecasting distant time-horizons. By formulating and solving th…
Low SNR Multiframe Registration for Cubesats
Evan Widloski, Farzad Kamalabadi
We present a registration algorithm which jointly estimates motion and the ground truth image from a set of noisy frames under rigid, constant translation. The algorithm is non-ite…
Spatial-temporal switching estimators for imaging locally concentrated dynamics
Parisa Karimi, Mark Butala, Zhizhen Zhao +1
The evolution of images with physics-based dynamics is often spatially localized and nonlinear. A switching linear dynamic system (SLDS) is a natural model under which to pose such…