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Bringing people and ideas together to fund, conduct, and share transformative science.

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Featured

Dissecting mechanisms of hyperarousal in autism and related disorders using the Simons Sleep Project

Funded Work

Gravity Follows Newton’s and Einstein’s Rules, Even at Cosmic Scales

April 15, 2026

Scientists Capture Superconductivity’s ‘Dancing Pairs’ for First Time, Filling Gap in Decades-Old Theory

April 15, 2026

How SURFiN Fellowships Jump-Started These 3 Neuroscience Students’ STEM Careers

March 18, 2026

Topology and Complexity

November 19, 2014

Results

  1. The Galactic Midplane Is Not a Plane: Implications for Dynamical Analysis with Gaia Data and Beyond

    Publication
    Orbital properties of stars, computed from their six-dimensional phase space measurements and an assumed Galactic potential, are used to understand the structure and evolution of the Galaxy …
  2. An Ultraviolet-Optical Color-Metallicity relation for Red Clump Stars using GALEX and Gaia

    Publication
    Although core helium-burning red clump (RC) stars are faint at ultraviolet wavelengths, their ultraviolet (UV)–optical color is a unique and accessible probe of their physical properties …
  3. Wobble: a data-driven method for precision radial velocities

    Publication
    Extreme-precision radial velocity (EPRV) exoplanet surveys face considerable data analysis challenges in extracting maximally precise RVs from spectra. Chief among these, particularly for the upcoming generation of …
  4. The Spur and the Gap in GD-1: Dynamical evidence for a dark substructure in the Milky Way halo

    Publication
    We present a model for the interaction of the GD-1 stellar stream with a massive perturber that naturally explains many of the observed stream features, including a …
  5. The Circular Velocity Curve of the Milky Way from 5 to 25 kpc

    Publication
    We measure the circular velocity curve vc(R) of the Milky Way with the highest precision to date across Galactocentric distances of 5≤R≤25 kpc. Our analysis …
  6. Spectrophotometric parallaxes with linear models: Accurate distances for luminous red-giant stars

    Publication
    With contemporary infrared spectroscopic surveys like APOGEE, red-giant stars can be observed to distances and extinctions at which Gaia parallaxes are not highly informative. Yet the combination …
  7. Inference of Stellar Parameters from Brightness Variations

    Publication
    It has been demonstrated that the time variability of a star's brightness at different frequencies can be used to infer its surface gravity, radius, mass, and age …
  8. Improving Gaia Parallax Precision with a Data-driven Model of Stars

    Publication
    Converting a noisy parallax measurement into a posterior belief over distance requires inference with a prior. Usually this prior represents beliefs about the stellar density distribution of the …
  9. Detection of the Milky Way spiral arms in dust from 3D mapping

    Publication
    Large stellar surveys are sensitive to interstellar dust through the effects of reddening. Using extinctions measured from photometry and spectroscopy, together with three-dimensional (3D) positions of individual …
  10. Multi-Messenger Astrophysics: Harnessing the Data Revolution

    Publication
    The past year has witnessed discovery of the first identified counterparts to a gravitational wave transient (GW 170817A) and a very high-energy neutrino (IceCube-170922A). These source …
  11. Hierarchical modeling and statistical calibration for photometric redshifts

    Publication
    The cosmological exploitation of modern photometric galaxy surveys requires both accurate (unbiased) and precise (narrow) redshift probability distributions derived from broadband photometry. Existing methodologies do not meet those …
  12. Binary Companions of Evolved Stars in APOGEE DR14: Search Method and Catalog of ∼5000 Companions

    Publication
    Multi-epoch radial velocity measurements of stars can be used to identify stellar, sub-stellar, and planetary-mass companions. Even a small number of observation epochs can be …
  13. Measuring Radial Orbit Migration in the Milky Way Disk

    Publication
    We develop and apply a model to quantify the global efficiency of radial orbit migration among stars in the Milky Way disk. This model parameterizes the possible star …
  14. Inference of stellar parameters from brightness variations

    Publication
  15. An Ultraviolet-Optical Color-Metallicity relation for Red Clump Stars using GALEX and Gaia

    Publication
  16. A likelihood function for the Gaia Data

    Publication
    When we perform probabilistic inferences with the Gaia Mission data, we technically require a likelihood function, or a probability of the (raw-ish) data as a function of …
  17. A likelihood function for the Gaia Data

    Publication
    When we perform probabilistic inferences with the Gaia Mission data, we technically require a likelihood function, or a probability of the (raw-ish) data as a function of …
  18. The information content in cold stellar streams

    Publication
    Cold stellar streams---produced by tidal disruptions of clusters---are long-lived, coherent dynamical features in the halo of the Milky Way. Due to their different ages and …
  19. Binary companions of evolved stars in APOGEE DR14: Search method and catalog of ~5,000 companions

    Publication
    Multi-epoch radial velocity measurements of stars can be used to identify stellar, sub-stellar, and planetary-mass companions. Even a small number of observation epochs can be …
  20. Likelihood Non-Gaussianity in Large-Scale Structure Analyses

    Publication
    Standard present day large-scale structure (LSS) analyses make a major assumption in their Bayesian parameter inference --- that the likelihood has a Gaussian form. For summary statistics currently …
  21. Precise Ages of Field Stars from White Dwarf Companions

    Publication
    Observational tests of stellar and Galactic chemical evolution call for the joint knowledge of a star's physical parameters, detailed element abundances, and precise age. For cool main …
  22. Inferring binary and trinary stellar populations in photometric and astrometric surveys

    Publication
    Multiple stellar systems are ubiquitous in the Milky Way, but are often unresolved and seen as single objects in spectroscopic, photometric, and astrometric surveys. Yet, modeling them is …
  23. Hack Weeks as a model for Data Science Education and Collaboration

    Publication
    Across almost all scientific disciplines, the instruments that record our experimental data and the methods required for storage and data analysis are rapidly increasing in complexity. This gives …
  24. Linear models for systematics and nuisances

    Publication
    The target of many astronomical studies is the recovery of tiny astrophysical signals living in a sea of uninteresting (but usually dominant) noise. In many contexts (i.e …
  25. Data analysis recipes: Using Markov Chain Monte Carlo

    Publication
    Markov Chain Monte Carlo (MCMC) methods for sampling probability density functions (combined with abundant computational resources) have transformed the sciences, especially in performing probabilistic inferences, or fitting models …
  26. Kronos & Krios: Evidence for accretion of a massive, rocky planetary system in a comoving pair of solar-type stars

    Publication
    We report and discuss the discovery of a comoving pair of bright solar-type stars, HD 240430 and HD 240429, with a significant difference in their chemical abundances …
  27. Masses and Ages for 230,000 LAMOST Giants, via Their Carbon and Nitrogen Abundances

    Publication
    We measure carbon and nitrogen abundances to ≲ 0.1 dex for 450,000 giant stars from their low-resolution (R∼1800) LAMOST DR2 survey spectra. We use these …
  28. Improving Gaia parallax precision with a data-driven model of stars

    Publication
    Converting a noisy parallax measurement into a posterior belief over distance requires inference with a prior. Usually this prior represents beliefs about the stellar density distribution of the …
  29. Red clump stars and Gaia: Calibration of the standard candle using a hierarchical probabilistic model

    Publication
    Distances to individual stars in our own Galaxy are critical in order to piece together the nature of its velocity and spatial structure. Core helium burning red clump …
  30. Comoving Stars in Gaia DR1: An Abundance of Very Wide Separation Comoving Pairs

    Publication
    The primary sample of the {it Gaia} Data Release 1 is the Tycho-Gaia Astrometric Solution (TGAS): ≈ 2 million Tycho-2 sources with improved parallaxes and proper motions …
  31. Approximate Bayesian computation in large-scale structure: constraining the galaxy–halo connection

    Publication
    Standard approaches to Bayesian parameter inference in large-scale structure assume a Gaussian functional form (chi-squared form) for the likelihood. This assumption, in detail, cannot be correct …
  32. The Joker: A custom Monte Carlo sampler for binary-star and exoplanet radial velocity data

    Publication
    Given sparse or low-quality radial-velocity measurements of a star, there are often many qualitatively different stellar or exoplanet companion orbit models that are consistent with the …
  33. Hierarchical probabilistic inference of the color-magnitude diagram and shrinkage of stellar distance uncertainties

    Publication
    We present a hierarchical probabilistic model for improving geometric stellar distance estimates using color--magnitude information. This is achieved with a data driven model of the color--magnitude …
  34. Galactic Doppelganger: The chemical similarity among field stars and among stars with a common birth origin

    Publication
    We explore to which extent stars within Galactic disk open clusters resemble each other in the high-dimensional space of their photospheric element abundances, and contrast this with …
  35. Comoving stars in Gaia DR1: An abundance of very wide separation co-moving pairs

    Publication
    The primary sample of the {it Gaia} Data Release 1 is the Tycho-Gaia Astrometric Solution (TGAS): ≈ 2 million Tycho-2 sources with improved parallaxes and proper motions …
  36. Data-driven, interpretable photometric redshifts trained on heterogeneous and unrepresentative data

    Publication
    We present a new method for inferring photometric redshifts in deep galaxy and quasar surveys, based on a data driven model of latent spectral energy distributions (SEDs) and …
  37. Exploring the Long-Term Evolution of GRS 1915+105

    Publication
    Among the population of known galactic black hole X-ray binaries, GRS 1915+105 stands out in multiple ways. It has been in continuous outburst since 1992, and …
  38. Do fast stellar centroiding methods saturate the Cramér-Rao lower bound?

    Publication
    One of the most demanding tasks in astronomical image processing---in terms of precision---is the centroiding of stars. Upcoming large surveys are going to take images of …
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