Daniel Godines
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View article: Dark classification matters: searching for primordial black holes with LSST
Dark classification matters: searching for primordial black holes with LSST Open
We present projected constraints on the abundance of primordial black holes (PBHs) as a constituent of dark matter, based on microlensing observations from the upcoming Legacy Survey of Space and Time (LSST) at the Vera C. Rubin Observator…
View article: Anomaly detection to identify transients in LSST time series data
Anomaly detection to identify transients in LSST time series data Open
We introduce a novel approach to detecting microlensing events and other transients in light curves, utilizing the isolation forest (iforest) algorithm for anomaly detection. Focusing on the Legacy Survey of Space and Time (LSST) by the Ve…
View article: Classifying Microlensing Events from ROME/REA
Classifying Microlensing Events from ROME/REA Open
The Roman Galactic Bulge Time Domain Survey will complete our census of free-floating and bound exoplanets by detecting microlensing events from timeseries photometry. But the literature on classifying microlensing events is limited compar…
View article: Dark Classification Matters: Searching for Primordial Black Holes with LSST
Dark Classification Matters: Searching for Primordial Black Holes with LSST Open
We present projected constraints on the abundance of primordial black holes (PBHs) as a constituent of dark matter, based on microlensing observations from the upcoming Legacy Survey of Space and Time (LSST) at the Vera C. Rubin Observator…