AM
ashish mahabal
California Institute of Technology
Research areas: Physics and Astronomy · Astronomy and Astrophysics · Gamma-ray bursts and supernovae · Astrophysics and Cosmic Phenomena · Stellar, planetary, and galactic studies
0000-0003-2242-0244
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Publications (45)
- Stellar Flare Detection and Characterization in the ZTF High-cadence Light Curves Save
- Ghosts of Eruptions Past: Searching for Historical Galactic Supernovae using Variable Thermal Dust Echoes and Machine Learning Save
- Predicting Fungal Contaminants for Space Missions Using Proteome-Wide Screening for Protein Orthologs Save
- Gaia DR3 variable white dwarfs vetted by ZTF Save
- Identifying Gems from Roman RAPIDly Save
- Semisupervised learning for lensed quasar detection Save
- The nature of ASASSN-24fw’s occultation: modelling the event as dimming by optically thick rings around a substellar companion Save
- Spectroscopic classification of extragalactic transients from CRTS Save
- Deconvolution for Large Astronomical Surveys: A Study of the Scaled Gradient Projection Method on Zwicky Transient Facility Data Save
- GWSkyNet-Multi. II. An Updated Machine Learning Model for Rapid Classification of Gravitational-wave Events Save
- QZO: A Catalog of 5 Million Quasars from the Zwicky Transient Facility Save
- CCSNscore: A Multi-input Deep Learning Tool for Classification of Core-collapse Supernovae Using SED-machine Spectra Save
- Enhancing Scientific Understanding through Explainable AI: GWSkyNet and GWSkyNet-Multi Models on LIGO-Virgo Data Save
- GWSkyNet. II. A Refined Machine-learning Pipeline for Real-time Classification of Public Gravitational Wave Alerts Save
- The Zwicky Transient Facility Bright Transient Survey. III. BTSbot: Automated Identification and Follow-up of Bright Transients with Deep Learning Save
- The ZTF Source Classification Project. III. A Catalog of Variable Sources Save
- tdescore: An Accurate Photometric Classifier for Tidal Disruption Events Save
- Explaining the GWSkyNet-Multi Machine Learning Classifier Predictions for Gravitational-wave Events Save
- A Light in the Dark: Searching for Electromagnetic Counterparts to Black Hole–Black Hole Mergers in LIGO/Virgo O3 with the Zwicky Transient Facility Save
- SNGuess: A method for the selection of young extragalactic transients Save