The Zwicky Transient Facility: Science Objectives

Abstract

The Zwicky Transient Facility (ZTF), a public-private enterprise, is a new time domain survey employing a dedicated camera on the Palomar 48-inch Schmidt telescope with a 47 deg${}^2$ field of view and 8 second readout time. It is well positioned in the development of time domain astronomy, offering operations at 10% of the scale and style of the Large Synoptic Survey Telescope (LSST) with a single 1-m class survey telescope. The public surveys will cover the observable northern sky every three nights in g and r filters and the visible Galactic plane every night in g and r. Alerts generated by these surveys are sent in real time to brokers. A consortium of universities which provided funding ("partnership") are undertaking several boutique surveys. The combination of these surveys producing one million alerts per night allows for exploration of transient and variable astrophysical phenomena brighter than r $\sim$ 20.5 on timescales of minutes to years. We describe the primary science objectives driving ZTF including the physics of supernovae and relativistic explosions, multi-messenger astrophysics, supernova cosmology, active galactic nuclei and tidal disruption events, stellar variability, and Solar System objects.

26 pages, 7 figures, Published in PASP Focus Issue on the Zwicky Transient Facility

References in corpus (253)

• Observational Evidence from Supernovae for an Accelerating Universe and a Cosmological Constant
• Measurements of Omega and Lambda from 42 High-Redshift Supernovae
• Planck 2015 results. XIII. Cosmological parameters
• GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral
• Gravitational Waves and Gamma-rays from a Binary Neutron Star Merger: GW170817 and GRB 170817A
• The Complete Light-curve Sample of Spectroscopically Confirmed Type Ia Supernovae from Pan-STARRS1 and Cosmological Constraints from The Combined Pantheon Sample
• The Zwicky Transient Facility: System Overview, Performance, and First Results
• A 2.4% Determination of the Local Value of the Hubble Constant
• Discovery of the peculiar supernova 1998bw in the error box of GRB980425
• Improved cosmological constraints from a joint analysis of the SDSS-II and SNLS supernova samples
• The Man Behind the Curtain: X-rays Drive the UV through NIR Variability in the 2013 AGN Outburst in NGC 2617
• Evidence for High-Energy Extraterrestrial Neutrinos at the IceCube Detector
• The Fermi Gamma-Ray Burst Monitor
• An Ordinary Short Gamma-Ray Burst with Extraordinary Implications: Fermi-GBM Detection of GRB 170817A
• First Results from the Catalina Real-time Transient Survey
• The Zwicky Transient Facility: Data Processing, Products, and Archive
• ATLAS: A High-Cadence All-Sky Survey System
• A gravitational-wave standard siren measurement of the Hubble constant
• Origin of the heavy elements in binary neutron-star mergers from a gravitational wave event
• The Palomar Transient Factory: System Overview, Performance and First Results
• Multi-messenger observations of a flaring blazar coincident with high-energy neutrino IceCube-170922A
• Short-Duration Gamma-Ray Bursts
• KiDS-450: Cosmological parameter constraints from tomographic weak gravitational lensing
• Light Curves of the Neutron Star Merger GW170817/SSS17a: Implications for R-Process Nucleosynthesis
• UltraVISTA: a new ultra-deep near-infrared survey in COSMOS
• Illuminating Gravitational Waves: A Concordant Picture of Photons from a Neutron Star Merger
• Supernova Light Curves Powered by Young Magnetars
• The shock break-out of GRB 060218/SN 2006aj
• The death of massive stars - I. Observational constraints on the progenitors of type II-P supernovae
• The Pan-STARRS1 Surveys
• Pulsational pair instability as an explanation for the most luminous supernovae
• Observational constraints on the progenitors of core-collapse supernovae : the case for missing high mass stars
• Optical emission from a kilonova following a gravitational-wave-detected neutron-star merger
• Milky Way Cepheid Standards for Measuring Cosmic Distances and Application to Gaia DR2: Implications for the Hubble Constant
• Luminous Supernovae
• Classical Be Stars: Rapidly Rotating B Stars with Viscous Keplerian Decretion Disks
• A Radio Counterpart to a Neutron Star Merger
• New Parallaxes of Galactic Cepheids from Spatially Scanning the Hubble Space Telescope: Implications for the Hubble Constant
• Hydrodynamical Simulations to Determine the Feeding Rate of Black Holes by the Tidal Disruption of Stars: The Importance of the Impact Parameter and Stellar Structure
• Bright Supernovae from Magnetar Birth
• How to Tell a Jet from a Balloon: A Proposed Test for Beaming in Gamma Ray Bursts
• An extremely luminous X-ray outburst at the birth of a supernova
• Relativistic ejecta from XRF 060218 and the rate of cosmic explosions
• Supernova 2011fe from an Exploding Carbon-Oxygen White Dwarf Star
• The Electromagnetic Counterpart of the Binary Neutron Star Merger LIGO/VIRGO GW170817. III. Optical and UV Spectra of a Blue Kilonova From Fast Polar Ejecta
• Robust Physical-World Attacks on Deep Learning Models
• Supernova 2007bi as a pair-instability explosion
• A combined maximum-likelihood analysis of the high-energy astrophysical neutrino flux measured with IceCube
• Shock Breakout in Dense Mass Loss: Luminous Supernovae
• A giant outburst two years before the core-collapse of a massive star
• The Discovery of the First "Changing Look" Quasar: New Insights into the Physics & Phenomenology of AGN
• Seeing the Collision of a Supernova with its Companion Star
• Faint Thermonuclear Supernovae from AM Canum Venaticorum Binaries
• VVV DR1: The First Data Release of the Milky Way Bulge and Southern Plane from the Near-Infrared ESO Public Survey VISTA Variables in the Via Lactea
• Rates of Stellar Tidal Disruption as Probes of the Supermassive Black Hole Mass Function
• Stellar disruption by a supermassive black hole: is the light curve really proportional to $t^{-5/3}$?
• A mildly relativistic wide-angle outflow in the neutron star merger GW170817
• Late time afterglow observations reveal a collimated relativistic jet in the ejecta of the binary neutron star merger GW170817
• Confined Dense Circumstellar Material Surrounding a Regular Type II Supernova: The Unique Flash-Spectroscopy Event of SN 2013fs
• Revised Rates of Stellar Disruption in Galactic Nuclei
• The Zwicky Transient Facility: Surveys and Scheduler
• Wave-Driven Mass Loss in the Last Year of Stellar Evolution: Setting the Stage for the Most Luminous Core-Collapse Supernovae
• A Wolf-Rayet-like progenitor of supernova SN 2013cu from spectral observations of a wind
• Optical discovery of probable stellar tidal disruption flares
• A First Catalog of Variable Stars Measured by the Asteroid Terrestrial-impact Last Alert System (ATLAS)
• A faint type of supernova from a white dwarf with a helium-rich companion
• Bolometric light curves and explosion parameters of 38 stripped-envelope core-collapse supernovae
• All-sky search for time-integrated neutrino emission from astrophysical sources with 7 years of IceCube data
• SN 2006jc: A Wolf-Rayet Star Exploding in a Dense He-Rich Circumstellar Medium
• The Active Asteroids
• The search for failed supernovae with the Large Binocular Telescope: confirmation of a disappearing star
• Caltech Core-Collapse Project (CCCP) observations of type IIn supernovae: typical properties and implications for their progenitor stars
• On the progenitor of SN 2005gl and the nature of Type IIn supernovae
• TeV Neutrinos from Successful and Choked Gamma-Ray Bursts
• Slowly fading super-luminous supernovae that are not pair-instability explosions
• A Survey About Nothing: Monitoring a Million Supergiants for Failed Supernovae
• The outflow structure of GW170817 from late time broadband observations
• Very Low Energy Supernovae from Neutrino Mass Loss
• Hydrogen-Poor Superluminous Supernovae and Long-Duration Gamma-Ray Bursts Have Similar Host Galaxies
• The Active Centaurs
• Proper image subtraction - optimal transient detection, photometry and hypothesis testing
• Flash Spectroscopy: Emission Lines from the Ionized Circumstellar Material around $<10$-Day-Old Type II Supernovae
• iPTF16geu: A multiply imaged, gravitationally lensed type Ia supernova
• The SED Machine: a robotic spectrograph for fast transient classification
• Precursors prior to Type IIn supernova explosions are common: precursor rates, properties, and correlations
• An outburst from a massive star 40 days before a supernova explosion
• Pre-Supernova Outbursts via Wave Heating in Massive Stars I: Red Supergiants
• Spectroscopy of superluminous supernova host galaxies. A preference of hydrogen-poor events for extreme emission line galaxies
• Calcium-rich gap transients in the remote outskirts of galaxies
• Edward: A library for probabilistic modeling, inference, and criticism
• Setting the Stage for Circumstellar Interaction in Core-Collapse Supernovae II: Wave-Driven Mass Loss in Supernova Progenitors
• Towards Realistic Progenitors of Core-Collapse Supernovae
• Rapid formation of large dust grains in the luminous supernova SN 2010jl
• Evidence of Environmental Dependencies of Type Ia Supernovae from the Nearby Supernova Factory indicated by Local Hα
• Formation of asteroid pairs by rotational fission
• Ultra-stripped Type Ic supernovae from close binary evolution
• Host-Galaxy Properties of 32 Low-Redshift Superluminous Supernovae from the Palomar Transient Factory
• Optical and Infrared Spectroscopy of the type IIn SN 1998S : Days 3-127
• A Decline in the X-ray through Radio Emission from GW170817 Continues to Support an Off-Axis Structured Jet
• A cocoon shock breakout as the origin of the $\gamma$-ray emission in GW170817
• KiDS-450: The tomographic weak lensing power spectrum and constraints on cosmological parameters
• Strong Ultraviolet Pulse From a Newborn Type Ia Supernova
• The IceCube Realtime Alert System
• Supernova PTF 09uj: A possible shock breakout from a dense circumstellar wind
• Core-Collapse Supernovae and Host Galaxy Stellar Populations
• The Carnegie Supernova Project I: analysis of stripped-envelope supernova light curves
• The First Two Years of Electromagnetic Follow-Up with Advanced LIGO and Virgo
• Choked Jets and Low-Luminosity Gamma-Ray Bursts as Hidden Neutrino Sources
• Early-time light curves of Type Ib/c supernovae from the SDSS-II Supernova Survey
• Off-Axis Gamma-Ray Burst Afterglow Modeling Based On A Two-Dimensional Axisymmetric Hydrodynamics Simulation
• Rates of Superluminous Supernovae at z~0.2
• Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO
• Glitch Classification and Clustering for LIGO with Deep Transfer Learning
• Blazar Flares as an Origin of High-Energy Cosmic Neutrinos?
• The Search for Failed Supernovae with The Large Binocular Telescope: First Candidates
• Cosmic evolution and metal aversion in super-luminous supernova host galaxies
• Neutron Star Mergers as sites of r-process Nucleosynthesis and Short Gamma-Ray Bursts
• A new method for estimating the bolometric properties of Ibc SNe
• The bolometric light curves and physical parameters of stripped-envelope supernovae
• Optical and Infrared photometry of the type IIn SN 1998S:Days 11-146
• Are low luminosity GRBs generated by relativistic jets?
• Observational and Physical Classification of Supernovae
• Revisiting optical tidal disruption events with iPTF16axa
• SN 2006oz: rise of a super-luminous supernova observed by the SDSS-II SN Survey
• A turnover in the radio light curve of GW170817
• An Early Warning System for Asteroid Impact
• The Foundation Supernova Survey: Motivation, Design, Implementation, and First Data Release
• A unified picture for low-luminosity and long gamma-ray bursts based on the extended progenitor of llgrb 060218/SN 2006aj
• New Class of High-Energy Transients from Crashes of Supernova Ejecta with Massive Circumstellar Material Shells
• The GROWTH Marshal: A Dynamic Science Portal for Time-Domain Astronomy
• On the mass and luminosity functions of tidal disruption flares: rate suppression due to black hole event horizons
• Tidal stellar disruptions by massive black hole pairs: II. Decaying binaries
• Rapidly Decaying Supernova 2010X: A Candidate ".Ia" Explosion
• SN 2010jl: Optical to hard X-ray observations reveal an explosion embedded in a ten solar mass cocoon
• Galaxy Strategy for LIGO-Virgo Gravitational Wave Counterpart Searches
• The Zwicky Transient Facility Alert Distribution System
• Light curves of hydrogen-poor Superluminous Supernovae from the Palomar Transient Factory
• iPTF Discovery of the Rapid "Turn On" of a Luminous Quasar
• Early Blue Excess from the Type Ia Supernova 2017cbv and Implications for Its Progenitor
• Fireballs Loading and the Blast Wave Model of Gamma Ray Bursts
• Machine Learning for the Zwicky Transient Facility
• Afterglow Imaging and Polarization of Misaligned Structured GRB Jets and Cocoons: Breaking the Degeneracy in GRB 170817A
• Supernovae and the Nature of the Dark Energy
• A recurrent neural network for classification of unevenly sampled variable stars
• Understanding extreme quasar optical variability with CRTS: I. Major AGN flares
• Failed Supernovae Explain the Compact Remnant Mass Function
• SN 2010jl in UGC 5189: Yet another luminous type IIn supernova in a metal-poor galaxy
• The Fast and Furious Decay of the Peculiar Type Ic Supernova 2005ek
• Hydrogen-Poor Superluminous Supernovae from the Pan-STARRS1 Medium Deep Survey
• LSQ14bdq: A Type Ic super-luminous supernova with a double-peaked light curve
• Probing Shock Breakout with Serendipitous GALEX Detections of Two SNLS Type II-P Supernovae
• Transit surveys for Earths in the habitable zones of white dwarfs
• A surge of light at the birth of a supernova
• Supernova cosmology: legacy and future
• Pre-Supernova Outbursts via Wave Heating in Massive Stars II: Hydrogen-poor Stars
• A collision in 2009 as the origin of the debris trail of asteroid P/2010 A2
• Dependence of Type Ia supernova luminosities on their local environment
• Are peculiar velocity surveys competitive as a cosmological probe?
• Detection of an outburst one year prior to the explosion of SN 2011ht
• SN 1988Z: Spectro-photometric catalogue and energy estimates
• Lensing Time Delays and Cosmological Complementarity
• Mass Ejection in Failed Supernovae: Variation with Stellar Progenitor
• A Morphological Classification Model to Identify Unresolved PanSTARRS1 Sources: Application in the ZTF Real-Time Pipeline
• Lessons from the short GRB170817A - the First Gravitational Wave Detection of a Binary Neutron Star Merger
• GRB 170817A as a jet counterpart to gravitational wave trigger GW 170817
• The Type IIb SN 2011dh - Two years of observations and modelling of the lightcurves
• Measuring cosmic bulk flows with Type Ia Supernovae from the Nearby Supernova Factory
• The Volumetric Rate of Superluminous Supernovae at z~1
• NGTS-1b: A hot Jupiter transiting an M-dwarf
• A multi-wavelength investigation of the radio-loud supernova PTF11qcj and its circumstellar environment
• High Energy Neutrinos from the Tidal Disruption of Stars
• DES14X3taz: A Type I Superluminous Supernova Showing a Luminous, Rapidly Cooling Initial Pre-Peak Bump
• Collisional Excavation of Asteroid (596) Scheila
• A High Spectral Resolution Atlas of Comet 122P/de Vico
• Machine Learning-based Brokers for Real-time Classification of the LSST Alert Stream
• The IPAC Image Subtraction and Discovery Pipeline for the intermediate Palomar Transient Factory
• The Foundation Supernova Survey: Measuring Cosmological Parameters with Supernovae from a Single Telescope
• Discovery of a Cosmological, Relativistic Outburst via its Rapidly Fading Optical Emission
• 2MTF VI. Measuring the velocity power spectrum
• Asteroid lightcurves from the Palomar Transient Factory survey: Rotation periods and phase functions from sparse photometry
• Type II supernova energetics and comparison of light curves to shock-cooling models
• Precise Time Delays from Strongly Gravitationally Lensed Type Ia Supernovae with Chromatically Microlensed Images
• Shock Breakout and Early Light Curves of Type II-P Supernovae Observed with Kepler
• Type I Superluminous Supernovae as Explosions inside Non-Hydrogen Circumstellar Envelopes
• The Rise of the Remarkable Type IIn Supernova SN 2009ip
• The red supergiant and supernova rate problems: implications for core-collapse supernova physics
• The Taipan Galaxy Survey: Scientific Goals and Observing Strategy
• Light-curve and spectral properties of ultra-stripped core-collapse supernovae leading to binary neutron stars
• Seeing double: the frequency and detectability of double-peaked superluminous supernova light curves
• PS1-14bj: A Hydrogen-Poor Superluminous Supernova With a Long Rise and Slow Decay
• Implications of the radio and X-ray emission that followed GW170817
• Selecting superluminous supernovae in faint galaxies from the first year of the Pan-STARRS1 Medium Deep Survey
• Asymmetries in the Type IIn SN2010jl
• Rates and Properties of Strongly Gravitationally Lensed Supernovae and their Host Galaxies in Time-Domain Imaging Surveys
• Two New Calcium-Rich Gap Transients in Group and Cluster Environments
• A GRB and Broad-lined Type Ic Supernova from a Single Central Engine
• Prompt Tidal Disruption of Stars as an Electromagnetic Signature of Supermassive Black Hole Coalescence
• Searches for Time Dependent Neutrino Sources with IceCube Data from 2008 to 2012
• How to Find Gravitationally Lensed Type Ia Supernovae
• Endurance of SN 2005ip after a decade: X-rays, radio, and H-alpha like SN 1988Z require long-lived pre-supernova mass loss
• Photometric Variability of the Be Star Population
• An enhanced rate of tidal disruptions in the centrally overdense E+A galaxy NGC 3156
• Optimizing spectroscopic follow-up strategies for supernova photometric classification with active learning
• iPTF16asu: A Luminous, Rapidly-Evolving, and High-Velocity Supernova
• Taking the "Un" out of "Unnovae"
• Type IIn supernovae as sources of high energy astrophysical neutrinos
• SN2009ip: Constraints on the progenitor mass-loss rate
• Rapidly Fading Supernovae from Massive Star Explosions
• The bumpy light curve of supernova iPTF13z
• Radio Emission from SN 1988Z and Very Massive Star Evolution
• A Common Central Engine for Long Gamma Ray Bursts and Type Ib/c Supernovae?
• iPTF15dtg: a double-peaked Type Ic Supernova from a massive progenitor
• Extending the supernova Hubble diagram to z~1.5 with the Euclid space mission
• Measuring the growth rate of structure with Type IA Supernovae from LSST
• SN Refsdal: Classification as a Luminous and Blue SN 1987A-like Type II Supernova
• CO-Driven Activity in Comet C/2017 K2 (PANSTARRS)
• Calcium-Rich Gap Transients: Tidal Detonations of White Dwarfs?
• Using Visual Analytics to Interpret Predictive Machine Learning Models
• Sifting for Sapphires: Systematic Selection of Tidal Disruption Events in iPTF
• iPTF 16hgs: A double-peaked Ca-rich gap transient in a metal poor, star forming dwarf galaxy
• PTF 13efv - An outburst 500 days prior to the SNHunt 275 explosion and its radiative efficiency
• The detection rate of early UV emission from supernovae: A dedicated GALEX/PTF survey and calibrated theoretical estimates
• Detecting Earth's Temporarily-Captured Natural Satellites - Minimoons
• Asteroid Spin-Rate Study using the Intermediate Palomar Transient Factory
• Small near-Earth asteroids in the Palomar Transient Factory survey: A real-time streak-detection system
• PTF11mnb: the first analog of supernova 2005bf
• Very Low Energy Supernovae: Light Curves and Spectra of Shock Breakout
• Calcium-rich Gap Transients: Solving the Calcium Conundrum in the Intracluster Medium
• The volumetric rate of calcium-rich transients in the local universe
• Search for precursor eruptions among Type IIb supernovae
• A Chandra ACIS Observation of the X-ray Luminous SN1988Z
• Volumetric Survey Speed: A Figure of Merit for Transient Surveys
• 2014-2015 Multiple Outbursts of 15P/Finlay
• Main-belt comets in the Palomar Transient Factory survey: I. The search for extendedness
• Shedding light on the Type Ia supernova extinction puzzle: dust location found
• Exploring the efficacy and limitations of shock-cooling models: new analysis of Type II supernovae observed by the Kepler mission
• Narrowing down the possible explanations of cosmic acceleration with geometric probes
• iPTF Archival Search for Fast Optical Transients
• A deep catalogue of classical Be stars in the direction of the Perseus Arm: spectral types and interstellar reddenings
• Estimating dust distances to Type Ia supernovae from colour excess time-evolution
• The Need for Speed in Near-Earth Asteroid Characterization
• Supernova PTF12glz: a possible shock breakout driven through an aspherical wind
• Large Synoptic Survey Telescope Solar System Science Roadmap
• The Redshift Completeness of Local Galaxy Catalogs
• Gone in a Blaze of Glory: the Demise of Comet C/2015 D1 (SOHO)
• Where are the Mini Kreutz-family Comets?
• Confirmation of Large Super-Fast Rotator (144977) 2005 EC127
• The cosmic transparency measured with Type Ia supernovae: implications for intergalactic dust
• Hunting electromagnetic counterparts of gravitational-wave events using the Zwicky Transient Facility
• Understanding Type Ia supernovae through their U-band spectra
• Interpretable VAEs for nonlinear group factor analysis
• RATIR Followup of LIGO/Virgo Gravitational Wave Events
• A search of reactivated comets

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• A Late-Time Radio Flare following a Possible Transition in Accretion State in the Tidal Disruption Event AT 2019azh
• DeepStreaks: identifying fast-moving objects in the Zwicky Transient Facility data with deep learning
• Target of Opportunity Observations of Gravitational Wave Events with Vera C. Rubin Observatory
• The Diverse Properties of Type Icn Supernovae Point to Multiple Progenitor Channels
• Uncovering a population of gravitational lens galaxies with magnified standard candle SN Zwicky
• Pre-discovery Activity of New Interstellar Comet 2I/Borisov Beyond 5 AU
• Teamwork Makes the Dream Work: Optimizing Multi-Telescope Observations of Gravitational-Wave Counterparts
• The early discovery of SN 2017ahn: signatures of persistent interaction in a fast declining Type II supernova
• Discovery of the Fastest Early Optical Emission from Overluminous SN Ia 2020hvf: A Thermonuclear Explosion within a Dense Circumstellar Environment
• A new class of Roche lobe-filling hot subdwarf binaries
• The Spectacular Ultraviolet Flash From the Peculiar Type Ia Supernova 2019yvq
• No Detectable Kilonova Counterpart is Expected for O3 Neutron Star-Black Hole Candidates
• The broad-line type Ic SN 2020bvc: signatures of an off-axis gamma-ray burst afterglow
• A Machine Learning Based Source Property Inference for Compact Binary Mergers
• Year 1 of the ZTF high-cadence Galactic Plane Survey: Strategy, goals, and early results on new single-mode hot subdwarf B-star pulsators
• Constraining the Kilonova Rate with Zwicky Transient Facility Searches Independent of Gravitational Wave and Short Gamma-ray Burst Triggers
• Birth of the ELMs: a ZTF survey for evolved cataclysmic variables turning into extremely low-mass white dwarfs
• Discovery and characterization of five new eclipsing AM CVn systems
• Identifying LISA verification binaries among the Galactic population of double white dwarfs
• A new class of pulsating hot subdwarfs
• The Zwicky Transient Facility Type Ia supernova survey: first data release and results
• Two stripped envelope supernovae with circumstellar interaction -- but only one really shows it
• Variability-selected intermediate mass black hole candidates in dwarf galaxies from ZTF and WISE
• AT 2019avd: A novel addition to the diverse population of nuclear transients
• Gravitational tuning forks and hierarchical triple systems
• ZTF20aajnksq (AT2020blt): A Fast Optical Transient at $z\approx 2.9$ With No Detected Gamma-Ray Burst Counterpart
• $\text{simsurvey}$: Estimating Transient Discovery Rates for the Zwicky Transient Facility
• Gaia GraL: Gaia DR2 Gravitational Lens Systems. VI. Spectroscopic Confirmation and Modeling of Quadruply-Imaged Lensed Quasars
• The first high-redshift changing-look quasars
• Accretion Disk Size Measurements of Active Galactic Nuclei Monitored by the Zwicky Transient Facility
• A radio-detected Type Ia supernova with helium-rich circumstellar material
• Characterization of the Nucleus, Morphology and Activity of Interstellar Comet 2I/Borisov by Optical and Near-Infrared GROWTH, Apache Point, IRTF, ZTF and Keck Observations
• Extragalactic FXT Candidates Discovered by Chandra (2014-2022)
• ZTF Early Observations of Type Ia Supernovae III: Early-Time Colors as a Test for Explosion Models and Multiple Populations
• Deep modeling of quasar variability
• Cosmological Fast Optical Transients with the Zwicky Transient Facility: A Search for Dirty Fireballs
• Probing the extragalactic fast transient sky at minute timescales with DECam
• Luminous Red Nova AT 2019zhd, a new merger in M 31
• Velocity-resolved Reverberation Mapping of Changing-look Active Galactic Nucleus NGC~4151 During Outburst Stage: Evidence for Kinematics Evolution of Broad-line Region
• A Systematic Study of Ia-CSM Supernovae from the ZTF Bright Transient Survey
• Discovery of a double detonation thermonuclear supernova progenitor
• Searches after Gravitational Waves Using ARizona Observatories (SAGUARO): Observations and Analysis from Advanced LIGO/Virgo's Third Observing Run
• Constraining Type Ia supernova explosions and early flux excesses with the Zwicky Transient Factory
• Phases of Mass Transfer from Hot Subdwarfs to White Dwarf Companions and Their Photometric Properties
• An Early-Time Optical and Ultraviolet Excess in the type-Ic SN 2020oi
• Unsupervised machine learning for transient discovery in Deeper, Wider, Faster light curves
• Gaia Data Release 3. Rotational modulation and patterns of colour variations in solar-like variables
• A low-energy explosion yields the underluminous Type IIP SN 2020cxd
• The final months of massive star evolution from the circumstellar environment around SN Ic 2020oi
• Three Core-Collapse Supernovae with Nebular Hydrogen Emission
• The Iron Yield of Normal Type II Supernovae
• The Circumstellar Environments of Double-Peaked, Calcium-strong Supernovae 2021gno and 2021inl
• A non-equipartition shockwave traveling in a dense circumstellar environment around SN2020oi
• Cataclysmic Variables in the First Year of the Zwicky Transient Facility
• Detectability of kilonovae in optical surveys: $post$-$mortem$ examination of the LVC O3 run follow-up
• The ELM Survey South. II. Two dozen new low mass white dwarf binaries
• A Systematic Search for Short-period Close White Dwarf Binary Candidates Based on Gaia EDR3 Catalog and Zwicky Transient Facility Data
• The ZTF Source Classification Project: I. Methods and Infrastructure
• Nonlinear dynamical tides in white dwarf binaries
• Classifying Single Stars and Spectroscopic Binaries Using Optical Stellar Templates
• Mass ejection in failed supernovae: equation of state and neutrino loss dependence
• Establishing Earth's Minimoon Population through Characterization of Asteroid 2020 CD${}_3$
• A Twilight Search for Atiras, Vatiras and Co-orbital Asteroids: Preliminary Results
• Fast Blue Optical Transients due to Circumstellar Interaction and the Mysterious Supernova SN 2018gep
• Four (Super)luminous Supernovae from the First Months of the ZTF Survey
• SN 2021zny: an early flux excess combined with late-time oxygen emission suggests a double white dwarf merger event
• Low luminosity Type II supernovae -- IV. SN 2020cxd and SN 2021aai, at the edges of the sub-luminous supernovae class
• Constraining High-Energy Neutrino Emission from Supernovae with IceCube
• The double-peaked type Ic Supernova 2019cad: another SN 2005bf-like object
• Volumetric rates of Luminous Red Novae and Intermediate Luminosity Red Transients with the Zwicky Transient Facility
• Discovery of an intermediate-luminosity red transient in M51 and its likely dust-obscured, infrared-variable progenitor
• Limiting Magnitudes of the Wide Field Survey Telescope (WFST)
• AGN on the move: A search for off-nuclear AGN from recoiling SMBHs and ongoing galaxy mergers with the Zwicky Transient Facility
• Direct determination of supermassive black hole properties with gravitational-wave radiation from surrounding stellar-mass black hole binaries
• Helium-rich Superluminous Supernovae From the Zwicky Transient Facility
• Microlensing optical depth and event rate in the OGLE-IV Galactic plane fields
• SN 2018gjx reveals that some SNe Ibn are SNe IIb exploding in dense circumstellar material
• The ZTF Source Classification Project: II. Periodicity and variability processing metrics
• Multi-wavelength Observations of AT2019wey: a New Candidate Black Hole Low-mass X-ray Binary
• The broad-lined Type-Ic supernova SN 2022xxf with extraordinary two-humped light curves
• ZTF J1901+5309: A 40.6-Minute Orbital Period Eclipsing Double White Dwarf System
• Less than 1% of Core-Collapse Supernovae in the local universe occur in elliptical galaxies
• Multi-Frequency General Relativistic Radiation-Hydrodynamics with ${\mathbf{M}}_1$ Closure
• A systematic search for outbursting AM CVn systems with the Zwicky Transient Facility
• Micro Tidal Disruption Events in Active Galactic Nuclei
• Collapsars as Sites of r-process Nucleosynthesis: Systematic Near-Infrared Follow-up of Type Ic-BL Supernovae
• Swift/UVOT follow-up of Gravitational Wave Alerts in the O3 era
• Minutes-duration Optical Flares with Supernova Luminosities
• The Zwicky Transient Facility phase I sample of hydrogen-rich superluminous supernovae without strong narrow emission lines
• AM${}^3$: An Open-Source Tool for Time-Dependent Lepto-Hadronic Modeling of Astrophysical Sources
• Initial Characterization of Active Transitioning Centaur, P/2019 LD2 (ATLAS), using Hubble, Spitzer, ZTF, Keck, APO and GROWTH Visible & Infrared Imaging and Spectroscopy
• Novel constraints on fifth forces and ultralight dark sector with asteroidal data
• Combined spin orientation and phase function of asteroids
• Low luminosity Type II supernovae III. SN 2018hwm, a faint event with an unusually long plateau
• TOI-3984 A b and TOI-5293 A b: two temperate gas giants transiting mid-M dwarfs in wide binary systems
• LAMOST J0140355+392651: An evolved cataclysmic variable donor transitioning to become an extremely low mass white dwarf
• Optimizing Cadences with Realistic Light Curve Filtering for Serendipitous Kilonova Discovery with Vera Rubin Observatory
• Type IIn Supernova Light Curves Powered by Forward and Reverse Shocks
• Real-Time Detection of Anomalies in Large-Scale Transient Surveys
• On the maximum luminosities of normal stripped-envelope supernovae -- brighter than explosion models allow
• The discovery and characterization of a kilometre sized asteroid inside the orbit of Venus
• Optimizing Serendipitous Detections of Kilonovae: Cadence and Filter Selection
• A ZTF Look at Optical Variability of Young Stellar Objects in the North America and Pelican Nebulae Complex
• A 62-minute orbital period black widow binary in a wide hierarchical triple
• Zwicky Transient Facility constraints on the optical emission from the nearby repeating FRB 180916.J0158+65
• CATCH: Chasing All Transients Constellation Hunters Space Mission
• SNIascore: Deep Learning Classification of Low-Resolution Supernova Spectra
• Supernova SN 2020faa -- an iPTF14hls look-alike?
• ZTF SN Ia DR2: Colour standardisation of Type Ia Supernovae and its dependence on environment
• Towards Efficient Detection of Small Near-Earth Asteroids Using the Zwicky Transient Facility (ZTF)
• The ASAS-SN Catalog of Variable Stars VIII: "Dipper" Stars in the Lupus Star-Forming Region
• Discovery of Two Polars from a Crossmatch of ZTF and the SRG/eFEDS X-ray Catalog
• Photometric follow-up of 43 new eclipsing white dwarf plus main-sequence binaries from the ZTF survey
• Neutrino follow-up with the Zwicky Transient Facility: Results from the first 24 campaigns
• A gap in the double white dwarf separation distribution caused by the common-envelope evolution: astrometric evidence from Gaia
• Real-Time Value-Driven Data Augmentation in the Era of LSST
• A catalog of over ten million variable source candidates in ZTF data release 1
• SN 2020bqj: a Type Ibn supernova with a long lasting peak plateau
• SN2020qlb: A hydrogen-poor superluminous supernova with well-characterized light curve undulations
• Characterising eclipsing white dwarf M dwarf binaries from multi-band eclipse photometry
• Radio Emission from Supernovae in the Very Early Phase: Implications for the Dynamical Mass Loss of Massive Stars
• Gap Transients Interacting with Circumstellar Medium
• Radio Analysis of SN 2004C Reveals an Unusual CSM Density Profile as a Harbinger of Core Collapse
• Compact white-dwarf binaries in the combined SRG/eROSITA/SDSS eFEDS survey
• SN 2018hti: a nearby superluminous supernova discovered in a metal-poor galaxy
• Preparing to discover the unknown with Rubin LSST -- I: Time domain
• Spectroscopic observations of progenitor activity 100 days before a Type Ibn supernova
• CHIME/FRB/Pulsar discovery of a nearby long period radio transient with a timing glitch
• ZTF SN Ia DR2: Environmental dependencies of stretch and luminosity of a volume limited sample of 1,000 Type Ia Supernovae
• SN 2018ijp: the explosion of a stripped-envelope star within a dense H-rich shell?
• Multiwavelength observations of the extraordinary accretion event AT2021lwx
• Zwicky Transient Facility and Globular Clusters: The Period-Luminosity and Period-Wesenheit Relations for Type II Cepheids
• Multiple Peaks and a Long Precursor in the Type IIn Supernova 2021qqp: An Energetic Explosion in a Complex Circumstellar Environment
• GB6 J2113+1121: A multi-wavelength flaring gamma-ray blazar temporally and spatially coincident with the neutrino event IceCube-191001A
• The Large Array Survey Telescope -- Science Goals
• Growth-rate measurement with type-Ia supernovae using ZTF survey simulations
• A Comprehensive X-ray Report on AT2019wey
• ATAT: Astronomical Transformer for time series And Tabular data
• Limits on Simultaneous and Delayed Optical Emission from Well-localized Fast Radio Bursts
• The OmegaWhite Survey for Short-Period Variable Stars VII: High amplitude, short period blue variables
• Time-series and Phasecurve Photometry of Episodically-Active Asteroid (6478) Gault in a Quiescent State Using APO, GROWTH, P200 and ZTF
• SN 2019zrk, a bright SN 2009ip analog with a precursor
• A Roche Lobe-filling hot Subdwarf and White Dwarf Binary: possible detection of an ejected common envelope
• The Broad-lined Ic Supernova ZTF18aaqjovh (SN 2018bvw): An Optically-discovered Engine-driven Supernova Candidate with Luminous Radio Emission
• Realistic observing scenarios for the next decade of early warning detection of binary neutron stars
• eRASSt J074426.3+291606: prompt accretion disc formation in a 'faint and slow' tidal disruption event
• A cosmic formation site of silicon and sulphur revealed by a new type of supernova explosion
• GRANDMA Observations of ZTF/Fink Transients during Summer 2021
• Prospects of Searching for Type Ia Supernovae with 2.5-m Wide Field Survey Telescope
• Orbital decay in an accreting and eclipsing 13.7 minute orbital period binary with a luminous donor
• Double common envelope jets supernovae (CEJSNe) by triple-star systems
• RINGO3 polarimetry of very young ZTF supernovae
• A rotating white dwarf shows different compositions on its opposite faces
• Predicting electromagnetic counterparts using low-latency, gravitational-wave data products
• The fast transient AT 2023clx in the nearby LINER galaxy NGC 3799 as a tidal disruption of a very low-mass star
• AGN flares as counterparts to LIGO/Virgo mergers: No confident causal connection in spatial correlation analysis
• Give Me a Few Hours: Exploring Short Timescales in Rubin Observatory Cadence Simulations
• Measuring the Hubble constant with coalescences of binary neutron star and neutron star-black hole: bright sirens \& dark sirens
• Cataclysmic Variables in the Second Year of the Zwicky Transient Facility
• On the amount of peculiar velocity field information in supernovae from LSST and beyond
• Outbursting Young Stellar Object PGIR 20dci in the Perseus Arm
• Supernova Siblings and their Parent Galaxies in the Zwicky Transient Facility Bright Transient Surve
• Panchromatic evolution of three luminous red novae: Forbidden hugs in pandemic times -- IV
• SN 2021adxl: A luminous nearby interacting supernova in an extremely low metallicity environment
• $\text{tdescore}$: An Accurate Photometric Classifier for Tidal Disruption Events
• Late-Onset Circumstellar Medium Interactions are Rare: An Unbiased GALEX View of Type Ia Supernovae
• Early Ultra-Violet observations of type IIn supernovae constrain the asphericity of their circumstellar material
• Detectability of "Merger-nova" emission from a long-lived magnetar in short gamma-ray bursts
• AXS: A framework for fast astronomical data processing based on Apache Spark
• Sample of hydrogen-rich superluminous supernovae from the Zwicky Transient Facility
• Simultaneous observations of the northern TESS sectors by the Zwicky Transient Facility
• TIC 290061484: A Triply Eclipsing Triple System with the Shortest Known Outer Period of 24.5 Days
• ZTF SN Ia DR2: Study of Type Ia Supernova lightcurve fits
• What if GW190425 did not produce a black hole promptly?
• Probing pre-supernova mass loss in double-peaked Type Ibc supernovae from the Zwicky Transient Facility
• Repeating periodic eruptions of the supernova impostor SN 2000ch
• Supernova 2020wnt: An Atypical Superluminous Supernova with a Hidden Central Engine
• Jetted and Turbulent Stellar Deaths: New LVK-Detectable Gravitational Wave Sources
• MUSSES2020J: The Earliest Discovery of a Fast Blue Ultraluminous Transient at Redshift 1.063
• The detection efficiency of type Ia supernovae from the Zwicky Transient Facility: Limits on the intrinsic rate of early flux excesses
• ZTF SN Ia DR2: The spectral diversity of Type Ia supernovae in a volume-limited sample
• Improved early warning of compact binary mergers using higher modes of gravitational radiation: A population study
• A Multilevel Scheduling Framework for Distributed Time-domain Large-area Sky Survey Telescope Array
• Six Outbursts of Comet 46P/Wirtanen
• Target of Opportunity Observations Detectability of Kilonovae with WFST
• Periodic Eruptive Variability of the Isolated Pre-Main Sequence Star V347 Aurigae
• Unexpected Short-Period Variability in Dwarf Carbon Stars from the Zwicky Transient Facility
• SRG/ART-XC discovery of SRGA J204318.2+443815: towards the complete population of faint X-ray pulsars
• Variable AGN in the GALEX Time Domain Survey
• Tails: Chasing Comets with the Zwicky Transient Facility and Deep Learning
• Deep Drilling in the Time Domain with DECam: Survey Characterization
• The nascent milliquasar VT J154843.06+220812.6: tidal disruption event or extreme accretion-state change?
• HEALPix Alchemy: Fast All-Sky Geometry and Image Arithmetic in a Relational Database for Multimessenger Astronomy Brokers
• HAFFET: Hybrid Analytic Flux FittEr for Transients
• AT2018lqh and the nature of the emerging population of day-scale duration optical transients
• Inferring CSM Properties of Type II SNe Using a Magnitude-Limited ZTF Sample
• O'TRAIN: a robust and flexible Real/Bogus classifier for the study of the optical transient sky
• Web application for galaxy-targeted follow-up of electromagnetic counterparts to gravitational wave sources
• Synthetic tracking using ZTF Long Dwell Datasets
• DELIGHT: Deep Learning Identification of Galaxy Hosts of Transients using Multi-resolution Images
• Mass-Ratio Distribution of Binaries From the LAMOST-MRS Survey
• Constraining the AGN formation channel for detected black hole binary mergers up to z=1.5 with the Quaia catalogue
• Luminous Type II Short-Plateau SN 2023ufx: Asymmetric Explosion of a Partially-Stripped Massive Progenitor
• Realistic Detection and Early Warning of Binary Neutron Stars with Decihertz Gravitational-wave Observatories
• SN 2020udy: a SN Iax with strict limits on interaction consistent with a helium-star companion
• THOR: An Algorithm for Cadence-Independent Asteroid Discovery
• A luminous X-ray transient in SDSS J143359.16+400636.0: a likely tidal disruption event
• LkH$\alpha$ 225 (V1318 Cyg) South in Outburst
• Zwicky Transient Facility and Globular Clusters: The Period-Luminosity and Period-Wesenheit Relations for Anomalous Cepheids Supplemented with Large Magellanic Cloud Sample
• Tidally excited oscillations in hot white dwarfs
• In search of short gamma-ray burst optical counterpart with the Zwicky Transient Facility
• The large-scale environment of thermonuclear and core-collapse supernovae
• SNAD Transient Miner: Finding Missed Transient Events in ZTF DR4 using k-D trees
• Highly Variable Active Galactic Nuclei in the SRG/eROSITA All-Sky Survey: I. Constructing Sample and Catalog of Sources Detected in Low State
• First discovery of an ultra-cool white dwarf benchmark in common proper motion with an M dwarf
• Testing the Homogeneity of Type Ia Supernovae in the Near-Infrared for Accurate Distance Estimations
• The dense and non-homogeneous circumstellar medium revealed in radio wavelengths around the Type Ib SN 2019oys
• Multiwavelength monitoring of the nucleus in PBC J2333.9-2343: the giant radio galaxy with a blazar-like core
• Tracing the AGN/X-ray Binary Analogy with Light Curves of Individual Changing-Look AGN
• Zwicky Transient Facility and Globular Clusters: the Period-Luminosity and Period-Luminosity-Color Relations for Late-Type Contact Binaries
• Formation and fate of low metallicity stars in IllustrisTNG50
• Forecast for growth-rate measurement using peculiar velocities from LSST supernovae
• A Distance Measurement to M33 Using Optical Photometry of Mira Variables
• Confirmation of Monoperiodicity Above 20 Seconds for Two Blue Large-Amplitude Pulsators
• Photometric study of the late-time near-infrared plateau in Type Ia supernovae
• Constraining neutrino mass and dark energy with peculiar velocities and lensing dispersions of Type Ia supernovae
• Spectroastrometric Reverberation Mapping of Broad-line Regions
• Searching for late-time interaction signatures in Type Ia supernovae from the Zwicky Transient Facility
• Dust and the intrinsic spectral index of quasar variations: hints of finite stress at the innermost stable circular orbit
• Spectral dataset of young type Ib supernovae and their time evolution
• A study in scarlet -- I. Photometric properties of a sample of Intermediate Luminosity Red Transients
• Enabling discovery of solar system objects in large alert data streams
• 60 Microlensing Events from the Three Years of Zwicky Transient Facility Phase One
• SN 2022joj: A Peculiar Type Ia Supernova Possibly Driven by an Asymmetric Helium-shell Double Detonation
• Cyclotron emitting magnetic white dwarfs in post common envelope binaries discovered with the Zwicky Transient Facility
• A rapidly declining transient discovered with Subaru/Hyper Suprime-Cam
• Type Ia Supernova Magnitude Step from the local Dark Matter Environment
• The enigmatic double-peaked stripped-envelope SN 2023aew
• Inferring kilonova population properties with a hierarchical Bayesian framework I : Non-detection methodology and single-event analyses
• Multiple giant eruptions and X-ray emission in the recoiling AGN/LBV candidate SDSS1133
• The Discovery and Evolution of a Possible New Epoch of Cometary Activity by the Centaur (2060) Chiron
• Real-time Discovery of AT2020xnd: A Fast, Luminous Ultraviolet Transient with Minimal Radioactive Ejecta
• Gravitational microlensing events from the first year of the northern Galactic plane survey by the Zwicky Transient Facility
• Possible Circumstellar Interaction Origin of the Early Excess Emission in Thermonuclear Supernovae
• Near-Infrared and Optical Observations of Type Ic SN 2021krf: Luminous Late-time Emission and Dust Formation
• Galaxy Formation and Symbiotic Evolution with the Inter-Galactic Medium in the Age of ELT-ANDES
• Detecting long-period variability in SDSS Stripe 82 standards catalog
• ZTF SN Ia DR2: Evidence of Changing Dust Distributions With Redshift Using Type Ia Supernovae
• HO Puppis: Not a Be Star but a Newly Confirmed IW And-Type Star
• An Extremely Luminous Flare Recorded from a Supermassive Black Hole
• Spectroastrometry and Reverberation Mapping of Active Galactic Nuclei. II. Measuring Geometric Distances and Black Hole Masses of Four Nearby Quasars
• A search for gravitationally lensed supernovae within the Zwicky Transient Facility public survey
• Using Gaussian Processes to detect AGN flares
• ORACLE: A Real-Time, Hierarchical, Deep-Learning Photometric Classifier for the LSST
• GPU-Accelerated Periodic Source Identification in Large-Scale Surveys: Measuring $P$ and $\dot{P}$
• A Catalog of LAMOST Variable Sources Based on Time-domain Photometry of ZTF
• Long-rising Type II Supernovae in the Zwicky Transient Facility Census of the Local Universe
• Examining AGN UV/Optical Variability Beyond the Simple Damped Random Walk. II. Insights from 22 Years Observations of SDSS, PS1 and ZTF
• Foraging with MUSHROOMS: A Mixed-Integer Linear Programming Scheduler for Multimessenger Target of Opportunity Searches with the Zwicky Transient Facility
• Discovery and characterization of ZTF J0112+5827: An 80.9-minute polar with strong cyclotron features
• An optimized radio follow-up strategy for stripped-envelope core-collapse supernovae
• SN 2023zaw: an ultra-stripped, nickel-poor supernova from a low-mass progenitor
• ZTF SN Ia DR2: Properties of the low-mass host galaxies of Type Ia supernovae in a volume-limited sample
• SN 2019odp: A Massive Oxygen-Rich Type Ib Supernova
• Zwicky Transient Facility and Globular Clusters: The Period-Luminosity and Period-Wesenheit Relations for SX Phoenicis Variables in the gri-Band
• A systematic study of spiral density waves in the accretion discs of Cataclysmic Variables
• Astrometric Jitter as a Detection Diagnostic for Recoiling and Slingshot Supermassive Black Hole Candidates
• The Atacama Cosmology Telescope: Flux Upper Limits from a Targeted Search for Extragalactic Transients
• Forecast of strongly lensed supernovae rates in the China Space Station Telescope surveys
• ZTF SN Ia DR2: The secondary maximum in Type Ia supernovae
• Photometric activity cycles in fast-rotating stars: Revisiting the reality of stellar activity cycle branches
• ZTF SN Ia DR2: High-velocity components in the Si II $\lambda$6355
• Disentangling transients and their host galaxies with Scarlet2: A framework to forward model multi-epoch imaging
• Score-matching neural networks for improved multi-band source separation
• The origins of low-luminosity supernovae: the case of SN 2016bkv
• A long-lasting eruption heralds SN 2023ldh, a clone of SN 2009ip
• Hawai'i Supernova Flows: A Peculiar Velocity Survey Using Over a Thousand Supernovae in the Near-Infrared
• Detections of simultaneous brightening of gamma-ray and optical emissions of a distant blazar GB 1508+5714 at redshift 4.3
• Variability and transient search in the SUDARE-VOICE field: a new method to extract the light curves
• Early-time spectroscopic modelling of the transitional Type Ia Supernova 2021rhu with TARDIS
• Characterization of Supernovae Based on the Spectral-Temporal Energy Distribution: Possible two SN Ib Subtypes
• New Clues to the Evolution of Dwarf Carbon Stars From Their Variability and X-ray Emission
• Short-Period Variables in TESS Full-Frame Image Light Curves Identified via Convolutional Neural Networks
• Eruptive mass loss less than a year before the explosion of superluminous supernovae: I. The cases of SN 2020xga and SN 2022xgc
• AT2019wxt: An ultra-stripped supernova candidate discovered in electromagnetic follow-up of a gravitational wave trigger
• A complete measurement of a black-hole recoil through higher-order gravitational-wave modes
• Identification of an X-ray Pulsar in the BeXRB system IGR J18219$-$1347
• IIb or not IIb: A Catalog of ZTF Kilonova Imposters
• JWST Discovery of a High-Redshift Tidal Disruption Event Candidate in COSMOS-Web
• The Rise of Nova V1674 Herculis
• A Systematic Search for Active Galactic Nucleus Flares in ZTF Data Release 23
• Where are the binaries? -- Searching for blue horizontal-branch stars in binary systems in the inner Galactic Halo
• Four new eclipsing accreting ultracompact white dwarf binaries found with the Zwicky Transient Facility
• Luminous, rapidly declining supernovae as stripped transitional objects in low metallicity environments: the case of SN 2022lxg
• Great comet C/2023 A3 (Tsuchinshan-ATLAS): dust loss before perihelion
• A half-ring of ionized circumstellar material trapped in the magnetosphere of a white dwarf merger remnant
• eROSITA-RU Tidal Disruption Events with Keck-I/LRIS: Sample Selection, Optical Properties, and Host Galaxy Demographics
• A Morphological Study on AGN-host Dwarf Galaxies
• Deep learning to improve the discovery of near-Earth asteroids in the Zwicky Transient Facility
• Removing Atmospheric Fringes from Zwicky Transient Facility i-Band Images using Principal Component Analysis
• ZTFJ0038+2030: a long period eclipsing white dwarf and a substellar companion
• Follow-up Observations for IceCube-170922A: Detection of Rapid Near-Infrared Variability and Intensive Monitoring of TXS 0506+056
• Comet 240P/NEAT is Stirring
• Discovery of periodic variables in the hot subdwarf catalogue through a systematic search in Zwicky Transient Facility data
• Searching for Supernovae in HETDEX Data Release 3
• What to expect: kilonova light curve predictions via equation of state marginalization
• Time Evolution of Mg II in SDSS J2320+0024: Implications for a Subparsec Binary Supermassive Black Hole System
• ZTF-observed late-time signals of pre-ZTF transients
• A New Period Determination Method for Periodic Variable Stars
• Scalable and Robust Multiband Modeling of AGN Light Curves in Rubin-LSST
• A Search for Extra-Tidal RR Lyrae in the Globular Cluster NGC 5024 and NGC 5053
• Optimizing Supernova Classification with Interpretable Machine Learning Models
• An Online Framework for Fitting Fast Transient Lightcurves
• Machine-directed gravitational-wave counterpart discovery
• The X-ray and Radio Loud Fast Blue Optical Transient AT2020mrf: Implications for an Emerging Class of Engine-Driven Massive Star Explosions
• Search for neutrinos from the tidal disruption events AT2019dsg and AT2019fdr with the ANTARES telescope
• Optical characterization of two cataclysmic variables: RBS 0490 and SDSS J075939.79+191417.3
• ZTF SN Ia DR2 follow-up: Exploring the origin of the Type Ia supernova host galaxy step through Si II velocities
• Prospects of Cosmic Superstring Detection through Microlensing of Extragalactic Point-Like Sources
• Zwicky Transient Facility and Globular Clusters: the gr-Band Period-Luminosity Relations for Mira Variables at Maximum Light and Their Applications to Local Galaxies
• ZTF SN Ia DR2: Improved SN Ia colors through expanded dimensionality with SALT3+
• A search for distant, pulsating red giants in the southern halo
• A constraint on superheavy elements of the GRB-kilonova AT 2023vfi
• Two c's in a pod: Cosmology independent measurement of the Type Ia supernova colour-luminosity relation with a sibling pair
• A Morphological Model to Separate Resolved-Unresolved Sources in the DESI Legacy Surveys: Application in the LS4 Alert Stream
• A real-time search for Type Ia Supernovae with late-time CSM interaction in ZTF
• Period-Luminosity-Metallicity-Color Relations of Late-type Contact Binaries in the Big Data Era
• ZTF SN Ia DR2: Exploring SN Ia properties in the vicinity of under-dense environments
• Multiband analysis of the O'Connell effect in 14 eclipsing binaries
• Black holes as telescopes: Discovering supermassive binaries through quasi-periodic lensed starlight
• ZTF SN~Ia DR2: Cosmology-independent constraints on Type Ia supernova standardisation from supernova siblings
• ZTF SN Ia DR2: Impact of the galaxy cluster environment on the stretch distribution of Type Ia supernovae
• Candidate strongly lensed type Ia supernovae in the Zwicky Transient Facility archive
• The hydrogen-free circumstellar interaction in the Type Ib supernova 2021efd: A clue to the mechanism of the helium-layer stripping
• A Review on Resolving the Hubble Tension via Late-Universe Physics
• Revisiting the unification of tidal disruption events with polarimetry
• SN 2024iss: A Double-peaked Type IIb Supernova with Evidence of Circumstellar Interaction
• Physical properties of newly active asteroid 2010 LH15
• Long-term evolution of a supernova remnant hosting a double neutron star binary
• Towards systematic searches for LISA white dwarf binaries with multiband photometry
• Covertly Active Comet (139359) 2001 ME1
• The ensemble broad-frequency power spectrum of Stripe-82 quasars from multiple surveys
• Identifying Changing-Look AGN Transitions in Light Curve Data with the Zwicky Transient Facility
• Mergers of binary neutron star systems: a multi-messenger revolution
• Early emission characterization of TDE 2025aarm
• Illuminating the Mass Gap Through Deep Optical Constraint on a Neutron Star Merger Candidate S250206dm
• Standard candles and sirens rescue $H_0$
• Between Plateaus and Slopes: A Data-Driven Exploration of Spectral Diversity Across Type IIP/L Supernovae
• PGIR 20eid (SN2020qmp): A Type IIP Supernova at 15.6 Mpc discovered by the Palomar Gattini-IR survey
• Double Mode Cepheids from the Zwicky Transient Facility Survey
• TDE 2025abcr: A Tidal Disruption Event in the Outskirts of a Massive Galaxy
• Zwicky Transient Facility and Globular Clusters: Calibration of the gr-Band Absolute Magnitudes for the Yellow Post-Asymptotic-Giant-Branch Stars
• Wind-mediated Eddington-limited emission in a $10^4{M}_{\odot }$ Black Hole Tidal Disruption Event
• The CUBES Science Case
• Eruptive mass loss less than a year before the explosion of superluminous supernovae. II. A systematic search for pre-explosion eruptions with VLT/X-shooter
• Physical properties of long-rising type II supernovae -- Bayesian analytic modeling and spectrophotometric correlations
• Characterizing the host galaxies and delay times of Ca-rich gap transients vs 91bg-like SNe and normal Type Ia SNe
• Atacama Cosmology Telescope: Observations of supermassive black hole binary candidates. Strong sinusoidal variations at 95, 147 and 225 GHz in PKS 2131$-$021 and PKS J0805$-$0111
• A MeerKAT survey of nearby dwarf novae: I. New detections
• Contaminating Electromagnetic Transients in LISA Gravitational Wave Localization Volumes. I: The Intrinsic Rates
• Submillimetre Transient Science in the Next Decade: EAO Submillimetre Futures White Paper Series, 2019
• AT 2021hdr: A candidate tidal disruption of a gas cloud by a binary super massive black hole system
• Testing the effect of progenitor's metallicity on ${}^{56}$Ni mass and constraining the progenitor scenarios in Type Ia supernovae
• Multi-messenger parameter inference of gravitational-wave and electromagnetic observations of white dwarf binaries
• SN 2019va: A Type IIP Supernova with Large Influence of Nickel-56 Decay on the Plateau-phase Light Curve
• Effects of an Immortal Stellar Population in AGN Disks
• Investigating the Effects of Point Source Injection Strategies on KMTNet Real/Bogus Classification
• Reverberation Mapping of Two Luminous Quasars: the Broad-line Region Structure and Black Hole Mass
• SN 2024hpj: A perspective on SN 2009ip-like events
• Microlensing Events in the Galactic Plane Using the Zwicky Transient Facility
• DeepZipper II: Searching for Lensed Supernovae in Dark Energy Survey Data with Deep Learning
• Radio Nebulæ from Hyper-Accreting X-ray Binaries as Common Envelope Precursors and Persistent Counterparts of Fast Radio Bursts
• Faintest of them all : ZTF 21aaoryiz/SN 2021fcg -- Discovery of an extremely low luminosity type Iax supernova
• The nearby He-rich superluminous supernova SN 2021bnw during photospheric phases
• Evaluating the V-band Photometric Metallicity with Fundamental Mode RR Lyrae in the Kepler Field
• GRB 160410A: the first Chemical Study of the Interstellar Medium of a Short GRB
• Modeling the Light Curve and Spectra of SN 2023aew
• Types of Transients in the Centers of Post-Starburst and Quiescent Balmer-Strong Galaxies
• Multimessenger Constraints on the Central Engine in SN 2023ixf: Neutron Star or Black Hole?
• Exploring Late Stellar Evolution in the Era of Large Surveys: Machine Learning Prospects for Hot Subdwarfs and White Dwarfs
• The Astronomy Commons Platform: A Deployable Cloud-Based Analysis Platform for Astronomy
• Finding Fast Transients in Real Time Using Novel Light Curve Analysis Algorithm
• AT2024lhc and AT2024kmq in the landscape of featureless tidal disruption events
• SDSS J153231.80+420342.7: a triple black hole candidate with a close binary black hole
• Relative frequencies of core-collapse supernovae as a function of metallicity: observations vs theoretical predictions
• LensNet: Enhancing Real-time Microlensing Event Discovery with Recurrent Neural Networks in the Korea Microlensing Telescope Network
• A Bayesian estimator for peculiar velocity correction in cosmological inference from supernovae data
• The Large Array Survey Telescope-Pipeline. II. Image Subtraction and Transient Detection
• Post-perihelion dust activity and a candidate icy-grain halo in long-period comet C/2023 A3 (Tsuchinshan--ATLAS)
• Discovery of the first outbursting hot subdwarf binary: ZTF J0007+4804
• Signatures of anti-social mass-loss in the ordinary Type II SN 2024bch -- A non-interacting supernova with early high-ionisation features
• Discovery and Detailed Study of the M31 Classical Nova AT 2023tkw: Evidence for Internal Shocks
• Identifications of RR Lyrae stars and Quasars from the simulated data of Mephisto-W Survey
• Zwicky Transient Facility and Globular Clusters: The RR Lyrae gri-Band Period-Luminosity-Metallicity and Period-Wesenheit-Metallicity Relations
• The Search for a Counterpart to NuSTAR J053449+2126.0
• Phenomenological classification of the Zwicky Transient Facility astronomical event alerts
• Gravitational-wave standard sirens and application in cosmology
• GPU-Enabled Searches for Periodic Signals of Unknown Shape