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2026 Sagan Summer Workshop Hands-On Sessions


There are two hands-on sessions during the 2026 Sagan Summer Workshop. We encourage all attendees to participate in these sessions as much as possible, as well as in the group projects that have informal presentations on Friday afternoon. Both in-person and remote attendees can participate; however, support for remote attendees may be somewhat limited.


Colab Notebooks

The hands-on session activities will use Google Colaboratory (Colab) Notebooks which is a browser based Python platform. As the Colab Notebooks run in your Google Drive using a virtual machine, and do not require a Python installation, they are the easiest way to work on the hands-on sessions. No prior Python experience is required to participate in the hands-on sessions, but a free Google account is required to run the Colab Notebooks. For experienced Python users, the Colab Notebooks can generally be downloaded and run as Jupyter Notebooks, but there may be dependencies that need to be installed in addition to the defined packages.

Each hands-on session has a Setup notebook that must be run one time only prior to running the exercise notebooks. The Setup notebooks create directories in your Google drive and download the necessary files. The Setup notebooks can be run ahead of time or at the beginning of the hands-on session as they do not take long to run.

If you are new to Python, Tim Brandt (STScI) has contributed an Introduction to Python programming document that will be useful information for the hands-on sessions, especially for those working on them independently.


Hands-On Session I: Microlensing Fits of Single and Binary Lenses

Himanshu Verma (LSU), Casey Lam (Carnegie), and Arjun Murlidhar (OSU)

The Roman Galactic Bulge Time Domain Survey is going to detect over a thousand exoplanets via gravitational microlensing. In this hands-on session, participants will learn the basics of modelling microlensing events and extracting microlensing parameters from light curves. Participants will be introduced to standard modelling practices in the field, and we will briefly discuss existing tools and software for microlensing modelling.

Some of the learning objectives for this hands-on session are:

  • How to model single lens + single source models
  • How to model binary lens + single source models
  • How different binary lens parameters and source trajectories affect magnification patterns
  • Understanding how to infer planetary parameters from a lightcurve
  • Awareness of higher-order effects like parallax and finite source effects modify lightcurves
  • Awareness of the computational considerations in modeling binary lens microlensing events


Hands-On Session II: Placing Transit or Microlensing Events in a Galactic Context

Jessica Lu (Berkeley), Matthew Penny (LSU), and Macy Huston (Berkeley)

In order to fully characterize an exoplanet, you need to characterize its host star. Participants will explore an example host star in a Galactic context using simulated end-of-season Roman Galactic Bulge Time Domain Survey star catalogs. They will explore how we can use color-magnitude diagrams (CMDs), isochrones, extinction maps, spectral energy distributions (SEDs), proper motions, and parallaxes to understand a star and its surrounding population.

Learning objectives include:

  • Working with parquet catalog files
  • Making a CMD and examining a star in context with isochrones and extinction estimates
  • Exploring the SED of the target of interest
  • Creating a proper motion vector-point diagram and placing a star within the Galactic populations
  • Exploring the parallaxes of stars as Roman can measure them


Questions? Sagan_Workshop@ipac.caltech.edu

Workshop Code of Conduct

2026 Workshop home page

(last updated March 11th, 2026 14:25:07)