Ronan Kerr
Research Interests: Reconstructing recent star formation history using Gaia and SDSS-V data of young stars
My role: Assistant Professor
(沈佳士)
Statistical AI for Cosmic Discovery
Guiding the next generation of astrostatisticians and data scientists
Bar charts showing distribution of mentees by career stage for current and former supervision
Research Interests: Reconstructing recent star formation history using Gaia and SDSS-V data of young stars
My role: Assistant Professor
Research Interests: Using AI to understand star formation, stellar feedback, and turbulence
Co-supervisors: Peter Martin (CITA)
My role: Assistant Professor
Research Interests: Developing novel statistical machine learning tools to study formation and evolution of galaxies
My role: Assistant Professor
Research Interests: Developing frameworks to constrain cosmological models by cross-correlating multiple surveys (DESI and DESC collaborations)
Co-supervisors: Renée Hložek (Dunlap Institute)
My role: Assistant Professor
Research Interests: Searching for the most massive galaxies in the distant Universe
Co-supervisors: Adam Muzzin (York University)
My role: Assistant Professor
Research Interests: Developing an astrostatistics-oriented software package
Co-supervisors: David van Dyk (Imperial College London)
PhD candidate (Imperial College London)
My role: Assistant Professor
Research Interests: SETI, biosignature detection, exoplanet characterization, and gravitational waves
Co-supervisors: Jason Wright (Penn State), Keith Vanderlinde (Dunlap Institute)
PhD candidate (Penn State)
My role: Assistant Professor
Research Interests: Statistical learning, quantum computing, and MCMC methods for astronomical Bayesian inference
Co-supervisors: Radu Craiu (Statistical Sciences)
PhD candidate
My role: Assistant Professor
Research Interests: Machine learning and stellar evolution to discover rare stellar populations in large-scale surveys
Co-supervisors: Maria Drout (Astronomy & Astrophysics)
PhD candidate
My role: Assistant Professor
Research Interests: Machine learning stellar dating methods using rotation and magnetic activity for M-dwarf exoplanet demographics
Co-supervisors: Gwen Eadie (Astronomy & Astrophysics / Statistical Sciences), Ryan Cloutier (McMaster University)
PhD candidate
My role: Assistant Professor
Research Interests: Hot plasma simulations in AGN accretion disks and Milky Way analogues in cosmological simulations
Co-supervisors: Bart Ripperda (CITA), Norm Murray (CITA)
PhD candidate
My role: Assistant Professor
Research Interests: Galactic chemical evolution using metal-poor stars and dwarf galaxies with hierarchical modeling
Co-supervisors: Ting Li (Astronomy & Astrophysics)
PhD candidate
My role: Assistant Professor
Project: Understanding Architectural Biases in Neural Time Series Models
MSc Statistics student
My role: Assistant Professor
Project: Time Series Forecasting with Deep Markov Models
MSc Statistics student
My role: Assistant Professor
Project: Exploring the Feasibility of Detecting a Time-Dependent σ8 with LSST
Co-supervisors: Renée Hložek (Dunlap Institute), Tanveer Karim (Dunlap Institute)
PhD student (AST 1501)
My role: Assistant Professor
Project: Galaxy evolution with a single star?
Undergraduate student
My role: Assistant Professor
Project: Tracing Star Formation Histories and Evolution in Rho Ophiuchi
Co-supervisors: Ronan Kerr (Dunlap Institute)
Undergraduate student
My role: Assistant Professor
Project: Estimating Stellar Abundances Across Surveys using Probabilistic Deep Learning
Co-supervisors: Ting Li (Astronomy & Astrophysics)
Undergraduate student (University of Waterloo)
My role: Assistant Professor
Project: Exploring the Chaotic Dynamics of Repelling-Attracting Hamiltonian Monte Carlo Systems
Undergraduate student
My role: Assistant Professor
Project: Exploring Galaxy Evolution in Cosmological Simulations with Machine Learning
Co-supervisors: Alicia Savelli (CITA)
Project: Infilling and Extending DESI Spectra with Masked Autoencoders
Co-supervisors: Biprateep Dey (Statistical Sciences)
Project: Multimodal Astronomical Learning with DESI Images and Spectra
Co-supervisors: Biprateep Dey (Statistical Sciences), Chris Maddison (Statistical Sciences)
Undergraduate researcher
My role: Assistant Professor
Research Interests: Building AI foundation models to interpret astronomical images
Outcome: Joined Wayve to work on AI in industry
AI Researcher
My role: Assistant Professor
Research Interests: Galaxy formation and evolution using globular cluster populations with Bayesian hierarchical modeling
Co-supervisors: Gwen Eadie (Astronomy & Astrophysics / Statistical Sciences), Monica Alexander (Statistical Sciences)
Outcome: NSF Astronomy and Astrophysics Postdoctoral Fellow at UMass Amherst working with Kate Whitaker
PhD candidate
My role: Postdoctoral Fellow and Assistant Professor
Research Interests: Evolution of massive stars in groups including post-common envelope binaries and dynamical interactions
Co-supervisors: Maria Drout (Astronomy & Astrophysics), Jeremy Webb (York University)
Outcome: NSERC Postdoctoral Fellow at UC San Diego working with Floor Broekgaarden and Kyle Kremer
PhD candidate
My role: Postdoctoral Fellow and Assistant Professor
Research Interests: Image analysis and machine learning applications in astrostatistics
Co-supervisors: Gwen Eadie (Astronomy & Astrophysics / Statistical Sciences)
Outcome: Joined University Health Network (UHN) as Data Analyst
PhD student
My role: Assistant Professor
Research Interests: Deep learning applications to stellar spectra and foundation models for astronomical data
Co-supervisors: Jo Bovy (Astronomy & Astrophysics)
Outcome: Senior AI Scientist at CIBC
PhD candidate
My role: Assistant Professor
Research Interests: Data-driven mathematical models of the Milky Way Galaxy using asteroseismology with multitaper methods
Co-supervisors: Gwen Eadie (Astronomy & Astrophysics / Statistical Sciences), Jo Bovy (Astronomy & Astrophysics), Sebastian Jaimungal (Statistical Sciences)
Outcome: LSST Discovery Alliance Catalyst Postdoctoral Fellow at Max Planck Institute for Astronomy; Incoming Assistant Professor at Penn State University
PhD candidate
My role: Postdoctoral Fellow and Assistant Professor
Project: Kinematic and Demographic Analysis of the SCYA-89 Stellar Association
Co-supervisors: Ronan Kerr (Dunlap Institute)
Undergraduate student
My role: Assistant Professor
Project: Building a Multi-Modal Model for Variable Star Spectra and Light Curves
Co-supervisors: Alex Laroche (Astronomy & Astrophysics)
Project: Applying cross-modal foundation models to Faraday spectra and images from POSSUM
Co-supervisors: Erik Osinga (Dunlap Institute), Bryan Gaensler (UC Santa Cruz)
Undergraduate researcher
My role: Assistant Professor
Project: Estimating Stellar Abundances from DESI Spectra with Deep Learning
Co-supervisors: Ting Li (Astronomy & Astrophysics), Mairead Heiger (Astronomy & Astrophysics), Biprateep Dey (Statistical Sciences)
Undergraduate researcher
My role: Assistant Professor
Project: Identifying and Characterizing Strong Gravitational Lensing Systems Using Probabilistic Machine Learning
Co-supervisors: Biprateep Dey (Statistical Sciences), Mike Walmsley (Dunlap Institute)
Undergraduate student (UKMA)
My role: Assistant Professor
Project: Exploring Galaxy Assembly Histories Across Cosmological Simulations
Co-supervisors: Alicia Savelli (CITA)
Outcome: Joined BEd program at Queen's University
Undergraduate researcher
My role: Assistant Professor
Project: Estimating Abundances from Stellar Spectra with Probabilistic Machine Learning
Co-supervisors: Andrew Saydjari (Princeton University), Ting Li (Astronomy & Astrophysics)
Outcome: Software Engineer at Veeva Systems
Undergraduate researcher
My role: Assistant Professor
Project: Counting Massive Galaxies in the Early Universe with JWST
Co-supervisors: Jacqueline Antwi-Danso (Astronomy & Astrophysics), Sam Berek (Astronomy & Astrophysics)
Undergraduate researcher (Ontario Tech University)
My role: Assistant Professor
Project: Exploring Galaxy Evolution in Cosmological Simulations with Machine Learning
Co-supervisors: Alicia Savelli (CITA)
Undergraduate researcher
My role: Assistant Professor
Project: Galactic Paleontology with Probabilistic Machine Learning
Co-supervisors: Ting Li (Astronomy & Astrophysics)
Outcome: Joined Master's Program in Science Technology at UPenn
Undergraduate researcher
My role: Assistant Professor
Project: Identifying Strong Lenses in Euclid Data with Active Learning
Co-supervisors: Mike Walmsley (Dunlap Institute)
Undergraduate researcher
My role: Assistant Professor
Project: Identifying Strong Lenses in Euclid Data with Active Learning
Co-supervisors: Mike Walmsley (Dunlap Institute)
Outcome: Joined Master's program in Data Science and AI at the University of Waterloo
Undergraduate researcher
My role: Assistant Professor
Project: Assessing the Robustness of Bayesian Model Comparison in Cosmological Analysis
Co-supervisors: Tanveer Karim (Dunlap Institute)
Outcome: Joined the MScAC program at the University of Toronto
Undergraduate researcher
My role: Assistant Professor
Project: Making the next generation of 3D Interstellar Medium Dust Temperature Maps
Co-supervisors: Ioana Zelko (CITA)
Undergraduate researcher
My role: Assistant Professor
Project: Population Demographics of Exoplanets and their Host Stars
Undergraduate researcher
My role: Assistant Professor
Project: Population Demographics of Exoplanets and their Host Stars
Undergraduate researcher
My role: Assistant Professor
Project: Population Demographics of Exoplanets and their Host Stars
Undergraduate researcher
My role: Assistant Professor
Project: Population Demographics of Exoplanets and their Host Stars
Undergraduate researcher
My role: Assistant Professor
Project: Population Demographics of Exoplanets and their Host Stars
Undergraduate researcher
My role: Assistant Professor
Project: Multiple Stellar Populations: Observations, Origins, and Onetime Solutions
Co-supervisors: Steffani Grondin (Astronomy & Astrophysics)
Undergraduate researcher
My role: Assistant Professor
Project: Latent Parameter Inference with Probabilistic Dimensionality Reduction
Undergraduate researcher
My role: Assistant Professor