Area of research
Astronomy and Astrophysics · Instrumentation
Research interest
Research interests include Galaxies: Formation, Evolution, Phenomena, Astronomy and Astrophysical Research, Gamma-ray bursts and supernovae, and Stellar, planetary, and galactic studies.
A robust estimator of mutual information for deep learning interpretability
DeepGhostBusters: Using Mask R-CNN to detect and mask ghosting and scattered-light artifacts from optical survey images
Discovering the building blocks of dark matter halo density profiles with neural networks
DeepAdversaries: examining the robustness of deep learning models for galaxy morphology classification
<tt>KilonovaNet</tt>: Surrogate models of kilonova spectra with conditional variational autoencoders
DIGS: deep inference of galaxy spectra with neural posterior estimation
The Dark Energy Survey Bright Arcs Survey: Candidate Strongly Lensed Galaxy Systems from the Dark Energy Survey 5000 Square Degree Footprint
DeepMerge – II. Building robust deep learning algorithms for merging galaxy identification across domains
Dark Energy Survey Year 1 Results: Cosmological constraints from cluster abundances and weak lensing
Deeply uncertain: comparing methods of uncertainty quantification in deep learning algorithms
DeepMerge: Classifying high-redshift merging galaxies with deep neural networks
Dark Energy Survey year 1 results: Constraints on extended cosmological models from galaxy clustering and weak lensing
Finding high-redshift strong lenses in DES using convolutional neural networks
First cosmology results using Type Ia supernova from the Dark Energy Survey: simulations to correct supernova distance biases
First Cosmology Results Using Type Ia Supernovae from the Dark Energy Survey: Photometric Pipeline and Light-curve Data Release
Dark Energy Survey Year 1 results: weak lensing mass calibration of redMaPPer galaxy clusters
Dark Energy Survey year 1 results: Galaxy clustering for combined probes
Dark Energy Survey year 1 results: Galaxy-galaxy lensing
Baryon content in a sample of 91 galaxy clusters selected by the South Pole Telescope at 0.2 <z < 1.25
Density split statistics: Joint model of counts and lensing in cells
The Splashback Feature around DES Galaxy Clusters: Galaxy Density and Weak Lensing Profiles
Transfer learning for galaxy morphology from one survey to another
Dark Energy Survey Year 1 results: cross-correlation redshifts – methods and systematics characterization
A measurement of CMB cluster lensing with SPT and DES year 1 data
Chemical Abundance Analysis of Three α-poor, Metal-poor Stars in the Ultrafaint Dwarf Galaxy Horologium I*
Star-galaxy classification in the Dark Energy Survey Y1 dataset
Dynamical Analysis of Three Distant Trans-Neptunian Objects with Similar Orbits
Eight new luminous z ≥ 6 quasars discovered via SED model fitting of VISTA, WISE and Dark Energy Survey Year 1 observations
Nearest Neighbor: The Low-mass Milky Way Satellite Tucana III*
COSMOGRAIL: the COSmological MOnitoring of GRAvItational Lenses