379 citations
- Space Telescope Science InstituteUS16 papers
- Louisiana State UniversityUS12 papers
- University College LondonGB12 papers
- McMaster UniversityCA7 papers
- Goddard Space Flight CenterUS6 papers
- Johns Hopkins UniversityUS5 papers
- University of California, Los AngelesUS5 papers
- Center for Astrophysics Harvard & SmithsonianUS4 papers
- University of ArizonaUS4 papers
- University of VirginiaUS4 papers
- Academia SinicaTW3 papers
- Centre National de la Recherche ScientifiqueFR3 papers
38 papers
Classifying different types of solar wind plasma with uncertainty estimations using machine learning
Tom Narock, Sanchita Pal, Aryana Arsham +2
Decades of in-situ solar wind measurements have clearly established the variation of solar wind physical parameters. These variable parameters have been used to classify the solar…
Automatic detection of large-scale flux ropes and their geoeffectiveness with a machine learning approach
Sanchita Pal, Luiz F. G. dos Santos, Andreas J. Weiss +5
Detecting large-scale flux ropes (FRs) embedded in interplanetary coronal mass ejections (ICMEs) and assessing their geoeffectiveness are essential since they can drive severe spac…
Stochastic Iterative Hard Thresholding for Low-Tucker-Rank Tensor Recovery
Rachel Grotheer, Shuang Li, Anna Ma +2
Low-rank tensor recovery problems have been widely studied in many applications of signal processing and machine learning. Tucker decomposition is known as one of the most popular…
Biprobability approach to CP phase degeneracy from non-standard neutrino interactions
Jeffrey M. Hyde
Non-standard interactions (NSI) between neutrinos and matter at long-baseline experiments could make determination of the CP-violating phase ambiguous due to interference…
Alternatives for Generating a Reduced Basis to Solve the Hyperspectral Diffuse Optical Tomography Model
Rachel Grotheer, Thilo Strauss, Phil Gralla +1
The Reduced Basis Method (RBM) is a model reduction technique used to solve parametric PDEs that relies upon a basis set of solutions to the PDE at specific parameter values. To ge…
Compressed Anomaly Detection with Multiple Mixed Observations
Natalie Durgin, Rachel Grotheer, Chenxi Huang +4
We consider a collection of independent random variables that are identically distributed, except for a small subset which follows a different, anomalous distribution. We study the…