Mentorship & Supervision

Hamiltonian Optimization and Sampling for Deep Learning; Exploring the Chaotic Dynamics of Repelling-Attracting Hamiltonian Monte Carlo Systems

Co-supervised with Ricardo Baptista

Undergraduate student

My career stage then: Assistant Professor

alphaUniverse: The AI Virtual Observatory

Co-supervised with Biprateep Dey, Nolan Koblischke

Undergraduate student

My career stage then: Assistant Professor

Hamiltonian Optimization and Sampling for Deep Learning

Co-supervised with Ricardo Baptista

Undergraduate student

My career stage then: Assistant Professor

Exploring Galaxy Evolution in Cosmological Simulations with Machine Learning; Infilling and Extending DESI Spectra with Masked Autoencoders; Multimodal Astronomical Learning with DESI Images and Spectra

Co-supervised with Alicia Savelli (CITA), Biprateep Dey (Statistical Sciences), Chris Maddison (Statistical Sciences)

My career stage then: Assistant Professor

Estimating Stellar Abundances Across Surveys using Probabilistic Deep Learning

Co-supervised with Ting Li (Astronomy & Astrophysics)

My career stage then: Assistant Professor

Tracing Star Formation Histories and Evolution in Rho Ophiuchi

Co-supervised with Ronan Kerr (Dunlap Institute)

My career stage then: Assistant Professor

Galaxy evolution with a single star?

My career stage then: Assistant Professor

Kinematic and Demographic Analysis of the SCYA-89 Stellar Association

Co-supervised with Ronan Kerr (Dunlap Institute)

My career stage then: Assistant Professor

Building a Multi-Modal Model for Variable Star Spectra and Light Curves; Applying cross-modal foundation models to Faraday spectra and images from POSSUM

Co-supervised with Alex Laroche (Astronomy & Astrophysics), Erik Osinga (Dunlap Institute), Bryan Gaensler (UC Santa Cruz)

My career stage then: Assistant Professor

Estimating Stellar Abundances from DESI Spectra with Deep Learning

Co-supervised with Ting Li (Astronomy & Astrophysics), Mairead Heiger (Astronomy & Astrophysics), Biprateep Dey (Statistical Sciences)

My career stage then: Assistant Professor

Identifying and Characterizing Strong Gravitational Lensing Systems Using Probabilistic Machine Learning

Co-supervised with Biprateep Dey (Statistical Sciences), Mike Walmsley (Dunlap Institute)

My career stage then: Assistant Professor

Exploring Galaxy Assembly Histories Across Cosmological Simulations

Co-supervised with Alicia Savelli (CITA)

My career stage then: Assistant Professor

Estimating Abundances from Stellar Spectra with Probabilistic Machine Learning

Co-supervised with Andrew Saydjari (Princeton University), Ting Li (Astronomy & Astrophysics)

My career stage then: Assistant Professor

Counting Massive Galaxies in the Early Universe with JWST

Co-supervised with Jacqueline Antwi-Danso (Astronomy & Astrophysics), Sam Berek (Astronomy & Astrophysics)

My career stage then: Assistant Professor

Exploring Galaxy Evolution in Cosmological Simulations with Machine Learning

Co-supervised with Alicia Savelli (CITA)

My career stage then: Assistant Professor

Galactic Paleontology with Probabilistic Machine Learning

Co-supervised with Ting Li (Astronomy & Astrophysics)

My career stage then: Assistant Professor

Identifying Strong Lenses in Euclid Data with Active Learning

Co-supervised with Mike Walmsley (Dunlap Institute)

My career stage then: Assistant Professor

Identifying Strong Lenses in Euclid Data with Active Learning

Co-supervised with Mike Walmsley (Dunlap Institute)

My career stage then: Assistant Professor

Assessing the Robustness of Bayesian Model Comparison in Cosmological Analysis

Co-supervised with Tanveer Karim (Dunlap Institute)

My career stage then: Assistant Professor

Making the next generation of 3D Interstellar Medium Dust Temperature Maps

Co-supervised with Ioana Zelko (CITA)

My career stage then: Assistant Professor

Population Demographics of Exoplanets and their Host Stars

My career stage then: Assistant Professor

Population Demographics of Exoplanets and their Host Stars

My career stage then: Assistant Professor

Population Demographics of Exoplanets and their Host Stars

My career stage then: Assistant Professor

Population Demographics of Exoplanets and their Host Stars

My career stage then: Assistant Professor

Population Demographics of Exoplanets and their Host Stars

My career stage then: Assistant Professor

Multiple Stellar Populations: Observations, Origins, and Onetime Solutions

Co-supervised with Steffani Grondin (Astronomy & Astrophysics)

My career stage then: Assistant Professor

Latent Parameter Inference with Probabilistic Dimensionality Reduction

My career stage then: Assistant Professor

Stellar Parameter Estimation with Likelihood-Free Frequentist Inference (LF2I)

Co-supervised with Ting Li (Astronomy & Astrophysics), Mairead Heiger (Astronomy & Astrophysics)

My career stage then: Assistant Professor

Classifying PLAsTiCC Transient Simulations with Recurrent Neural Networks

Co-supervised with Brian Nord (Fermilab)

My career stage then: Assistant Professor

Deriving Stellar Properties with Spectrophotometric Modelling

My career stage then: Assistant Professor

Applications of Bayesian Predictive Model Comparison in Astronomy

Co-supervised with Sam Berek (Astronomy & Astrophysics), Gwen Eadie (Astronomy & Astrophysics / Statistical Sciences)

My career stage then: Assistant Professor

Deriving Stellar Abundances in DESI using Machine Learning

Co-supervised with Ting Li (Astronomy & Astrophysics), Mairead Heiger (Astronomy & Astrophysics)

My career stage then: Assistant Professor

Exploring Galaxy Assembly Histories Across Cosmological Simulations

Co-supervised with Alicia Savelli (CITA)

My career stage then: Assistant Professor

Identifying Extra-Tidal Stars in APOGEE Globular Clusters

Co-supervised with Jeremy Webb (Astronomy & Astrophysics), Steffani Grondin (Astronomy & Astrophysics)

My career stage then: Assistant Professor

Identifying Extra-Tidal Stars in APOGEE Globular Clusters

Co-supervised with Jeremy Webb (Astronomy & Astrophysics), Steffani Grondin (Astronomy & Astrophysics)

My career stage then: Assistant Professor

Probabilistic Dimensionality Reduction Methods for Stellar Chemodynamics

Co-supervised with Jeremy Webb (Astronomy & Astrophysics), Steffani Grondin (Astronomy & Astrophysics)

My career stage then: Assistant Professor

Probabilistic Dimensionality Reduction Methods for Stellar Chemodynamics

My career stage then: Assistant Professor

Mapping the Milky Way with Blue Horizontal Branch Stars

Co-supervised with Ting Li (Astronomy & Astrophysics)

My career stage then: Postdoctoral Fellow and Assistant Professor

Estimating Galaxy Sizes from Panchromatic Images

Co-supervised with Lamiya Mowla (Dunlap Institute / Wellesley College), Kartheik Iyer (Dunlap Institute / Columbia University)

My career stage then: Postdoctoral Fellow and Assistant Professor

Hierarchical Modelling of Globular Cluster Properties

Co-supervised with Jeremy Webb (York University), Gwen Eadie (Astronomy & Astrophysics / Statistical Sciences)

My career stage then: Postdoctoral Fellow and Assistant Professor

Exploring Definitions of Milky Way Analogues with Cosmological Simulations

Co-supervised with Alicia Savelli (CITA)

My career stage then: Assistant Professor

Investigating Warped Disk Galaxies in IllustrisTNG

Co-supervised with Neige Frankel (CITA)

My career stage then: Postdoctoral Fellow and Assistant Professor

Rapid Focusing Algorithms for the Dragonfly Telephoto Array

Co-supervised with Bob Abraham (Astronomy & Astrophysics)

My career stage then: Assistant Professor

Applications of Bayesian Predictive Model Comparison in Astronomy

My career stage then: Assistant Professor

Imaging Cosmic Dust with Machine Learning

Co-supervised with Kristen Menou (Astronomy & Astrophysics)

My career stage then: Postdoctoral Fellow

Bayesian Model Selection with Globular Clusters

Co-supervised with Gwen Eadie (Astronomy & Astrophysics / Statistical Sciences), Jeremy Webb (Astronomy & Astrophysics)

My career stage then: Postdoctoral Fellow

Milky Way Analogues in Cosmological Simulations

Co-supervised with J. Ted Mackereth (CITA)

My career stage then: Postdoctoral Fellow

Estimating Stellar Parameters using 220M Gaia DR3 BP/RP Spectra; Disentangling Stellar Age Estimates from Galactic Chemodynamical Evolution; Estimating the Mass of the Milky Way with the H3 Survey

Co-supervised with Neige Frankel (CITA), J. Ted Mackereth (CITA), Gwen Eadie (Astronomy & Astrophysics / Statistical Sciences), Norm Murray (CITA), Dennis Zaritsky (University of Arizona)

My career stage then: Postdoctoral Fellow

Detecting and Characterizing Outliers in Machine Learning Applications

Co-supervised with Renée Hložek (Dunlap Institute)

My career stage then: Postdoctoral Fellow

Estimating Photometric Metallicities with DECam and S5

Co-supervised with Ting Li (Astronomy & Astrophysics)

My career stage then: Postdoctoral Fellow and Assistant Professor

High-Dimensional Analysis of APOGEE Data

Co-supervised with Jeremy Webb (Astronomy & Astrophysics), Steffani Grondin (Astronomy & Astrophysics)

My career stage then: Postdoctoral Fellow and Assistant Professor

Latent Space Decompositions of APOGEE Spectra

Co-supervised with Jo Bovy (Astronomy & Astrophysics)

My career stage then: Postdoctoral Fellow and Assistant Professor

Studying Galaxy Assembly Histories in Cosmological Simulations

Co-supervised with J. Ted Mackereth (CITA), Lamiya Mowla (Dunlap Institute)

My career stage then: Postdoctoral Fellow

Kinematics of Young Stars in the Radcliffe Wave

Co-supervised with Catherine Zucker (Harvard University), Gus Beane (Harvard University)

My career stage then: Postdoctoral Fellow

Constraining the Distance to the North Polar Spur

Co-supervised with Catherine Zucker (Harvard University)

My career stage then: Postdoctoral Fellow