Joshua S. Speagle

(沈佳士)

Statistical AI for Cosmic Discovery

Overview

Supervision Overview

76 Total
20 Current
56 Former

Career Stage Breakdown

Postdoctoral
Doctoral/Masters
Master's Projects
Bachelors/Other

Current Mentees

Postdoctoral Researchers (5)

Ronan Kerr
Primary Supervisor

Research Interests: Reconstructing recent star formation history using Gaia and SDSS-V data of young stars

My role: Assistant Professor

Doctoral & Masters Students (7)

Leo Watson
Co-Supervisor

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

Mairead Heiger
Co-Supervisor

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

Master's Projects (3)

Philip Loewen
Primary Supervisor

Project: Understanding Architectural Biases in Neural Time Series Models

MSc Statistics student

My role: Assistant Professor

Isabelle Huang
Primary Supervisor

Project: Time Series Forecasting with Deep Markov Models

MSc Statistics student

My role: Assistant Professor

Bachelors Students & Other Researchers (5)

Mehmet Bükücü
Primary Supervisor

Project: Galaxy evolution with a single star?

Undergraduate student

My role: Assistant Professor

Isabella Rivera
Secondary Supervisor

Project: Tracing Star Formation Histories and Evolution in Rho Ophiuchi

Co-supervisors: Ronan Kerr (Dunlap Institute)

Undergraduate student

My role: Assistant Professor

Diego Martinez Noriega
Co-Supervisor
Co-op Program

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

Chuxuan Ai
Primary Supervisor

Project: Exploring the Chaotic Dynamics of Repelling-Attracting Hamiltonian Monte Carlo Systems

Undergraduate student

My role: Assistant Professor

Zehao "Harry" Peng

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

Former Mentees

Postdoctoral Researchers (1)

Mike Walmsley
Primary Supervisor

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

Doctoral & Masters Students (5)

Henry Leung
Secondary Supervisor

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

Aarya Patil
Secondary Supervisor

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

Bachelors Students & Other Researchers (50)

Mayesha Rahaman
Secondary Supervisor

Project: Kinematic and Demographic Analysis of the SCYA-89 Stellar Association

Co-supervisors: Ronan Kerr (Dunlap Institute)

Undergraduate student

My role: Assistant Professor

Matthew Kustec
Co-Supervisor
Senior Thesis

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

Cissy Kuang
Co-Supervisor

Project: Exploring Galaxy Evolution in Cosmological Simulations with Machine Learning

Co-supervisors: Alicia Savelli (CITA)

Undergraduate researcher

My role: Assistant Professor

Weizhi "Luke" Shen
Primary Supervisor

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

Semoore Tijani
Co-Supervisor
Aurora Borealis FellowA&A SURP

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

Co-supervisors: Ioana Zelko (CITA)

Undergraduate researcher

My role: Assistant Professor

Patrice Yee
Primary Supervisor

Project: Population Demographics of Exoplanets and their Host Stars

Undergraduate researcher

My role: Assistant Professor

Jimmy Yang
Primary Supervisor

Project: Population Demographics of Exoplanets and their Host Stars

Undergraduate researcher

My role: Assistant Professor

Xinpeng Xing
Primary Supervisor

Project: Population Demographics of Exoplanets and their Host Stars

Undergraduate researcher

My role: Assistant Professor

Wanshi Liang
Primary Supervisor

Project: Population Demographics of Exoplanets and their Host Stars

Undergraduate researcher

My role: Assistant Professor

Yonatan Eyob
Primary Supervisor

Project: Population Demographics of Exoplanets and their Host Stars

Undergraduate researcher

My role: Assistant Professor

Maximilian Zabrodski
Co-Supervisor
Junior Thesis

Project: Multiple Stellar Populations: Observations, Origins, and Onetime Solutions

Co-supervisors: Steffani Grondin (Astronomy & Astrophysics)

Undergraduate researcher

My role: Assistant Professor

Qianyu "Rita" Fan
Primary Supervisor

Project: Latent Parameter Inference with Probabilistic Dimensionality Reduction

Undergraduate researcher

My role: Assistant Professor