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My CV

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README 

          
# Dan Foreman-Mackey's CV



### Read my CV as a [PDF](https://raw.githubusercontent.com/dfm/cv/main-pdf/tex/cv_pubs.pdf) or [scroll down to see it in Markdown](https://github.com/dfm/cv#daniel-foreman-mackey).



Licensed under [Creative Commons Attribution](http://creativecommons.org/licenses/by/4.0/)






## Daniel Foreman-Mackey



 dfm@dfm.io,

https://dfm.io  

Research Engineer, Google DeepMind, New York, NY  



## Education






PhD 2015, Department of Physics, New York University. Advisor: Hogg



MSc 2010, Department of Physics, Queen’s University, Canada. Advisor:

Widrow



BSc 2008, Department of Physics, McGill University, Canada.






## Positions






Research Engineer, Google DeepMind, 2024–present.



Research Scientist, Flatiron Institute, 2022–2024.



Associate Research Scientist, Flatiron Institute, 2017–2022.



Sagan Postdoctoral Fellow, University of Washington, 2015–2017.






## Popular open-source software






[**jax**](https://github.com/jax-ml/jax) — 31890 stars / 2976 forks  

Composable transformations of Python+NumPy programs: differentiate,

vectorize, JIT to GPU/TPU, and more [\[docs\]](https://docs.jax.dev/)



[**tinygp**](https://github.com/dfm/tinygp) — 306 stars / 27 forks  

The tiniest of Gaussian Process libraries

[\[docs\]](https://tinygp.readthedocs.io)



[**emcee**](https://github.com/dfm/emcee) — 1506 stars / 432 forks  

The Python ensemble sampling toolkit for affine-invariant MCMC

[\[docs\]](https://emcee.readthedocs.io)



[**corner.py**](https://github.com/dfm/corner.py) — 534 stars / 232

forks  

Make some beautiful corner plots

[\[docs\]](http://corner.readthedocs.io)



[**exoplanet**](https://github.com/exoplanet-dev/exoplanet) — 215 stars

/ 53 forks  

Fast & scalable MCMC for all your exoplanet needs!

[\[docs\]](https://docs.exoplanet.codes)



[**daft**](https://github.com/daft-dev/daft) — 677 stars / 119 forks  

Render probabilistic graphical models using matplotlib

[\[docs\]](https://docs.daft-pgm.org)






## Publications



refereed: 107 / first author: 9 / citations: 23,825 / h-index: 47

(2025-04-11)



### Refereed publications






Sayeed, Maryum; Angus, Ruth; Berger, Travis A.; Lu, Yuxi(Lucy);

*et al.* (incl. **DFM**), 2025, *[Exoplanet Occurrence Rate with Age for

FGK Stars in Kepler](http://dx.doi.org/10.3847/1538-3881/ada8a1)*, The

Astronomical Journal, **169**, 112

([arXiv:2501.13809](http://arxiv.org/abs/2501.13809))



Garrison, Lehman H.; **Foreman-Mackey, Daniel**; Shih, Yu-hsuan; &

Barnett, Alex, 2024, *[NIFTY-LS: Fast and Accurate LombScargle

Periodograms Using a Non-uniform

FFT](http://dx.doi.org/10.3847/2515-5172/ad82cd)*, Research Notes of the

American Astronomical Society, **8**, 250

([arXiv:2409.08090](http://arxiv.org/abs/2409.08090)) \[[3

citations](https://ui.adsabs.harvard.edu/abs/2024RNAAS...8..250G)\]



Edwards, Thomas D. P.; Wong, Kaze W. K.; Lam, Kelvin K. H.; Coogan,

Adam; *et al.* (incl. **DFM**), 2024, *[Differentiable and

hardware-accelerated waveforms for gravitational wave data

analysis](http://dx.doi.org/10.1103/PhysRevD.110.064028)*, Physical

Review D, **110**, 64028

([arXiv:2302.05329](http://arxiv.org/abs/2302.05329)) \[[23

citations](https://ui.adsabs.harvard.edu/abs/2024PhRvD.110f4028E)\]



Dharmawardena, T. E.; Bailer-Jones, C. A. L.; Fouesneau, M.;

**Foreman-Mackey, Daniel**; *et al.*, 2024, *[All-sky three-dimensional

dust density and extinction Maps of the Milky Way out to 2.8

kpc](http://dx.doi.org/10.1093/mnras/stae1474)*, Monthly Notices of the

Royal Astronomical Society, **532**, 3480

([arXiv:2406.06740](http://arxiv.org/abs/2406.06740)) \[[5

citations](https://ui.adsabs.harvard.edu/abs/2024MNRAS.532.3480D)\]



Garcia, Lionel J.; **Foreman-Mackey, Daniel**; Murray, Catriona A.;

Aigrain, Suzanne; *et al.*, 2024, *[nuance: Efficient Detection of

Planets Transiting Active

Stars](http://dx.doi.org/10.3847/1538-3881/ad3cd6)*, The Astronomical

Journal, **167**, 284

([arXiv:2402.06835](http://arxiv.org/abs/2402.06835))



Fortune, Mark; Gibson, Neale P.; **Foreman-Mackey, Daniel**; Evans-Soma,

Thomas M.; *et al.*, 2024, *[How do wavelength correlations affect

transmission spectra? Application of a new fast and flexible 2D Gaussian

process framework to transiting exoplanet

spectroscopy](http://dx.doi.org/10.1051/0004-6361/202347613)*, Astronomy

and Astrophysics, **686**

([arXiv:2402.15204](http://arxiv.org/abs/2402.15204)) \[[2

citations](https://ui.adsabs.harvard.edu/abs/2024A&A...686A..89F)\]



Lu, Yuxi(Lucy); Angus, Ruth; **Foreman-Mackey, Daniel**; & Hattori,

Soichiro, 2024, *[In This Day and Age: An Empirical Gyrochronology

Relation for Partially and Fully Convective Single Field

Stars](http://dx.doi.org/10.3847/1538-3881/ad28b9)*, The Astronomical

Journal, **167**, 159

([arXiv:2310.14990](http://arxiv.org/abs/2310.14990)) \[[15

citations](https://ui.adsabs.harvard.edu/abs/2024AJ....167..159L)\]



Yahalomi, Daniel A.; Angus, Ruth; Spergel, David N.; & **Foreman-Mackey,

Daniel**, 2023, *[Detecting Solar System Analogs through Joint Radial

Velocity/Astrometric

Surveys](http://dx.doi.org/10.3847/1538-3881/ad05cc)*, The Astronomical

Journal, **166**, 258

([arXiv:2302.05064](http://arxiv.org/abs/2302.05064)) \[[5

citations](https://ui.adsabs.harvard.edu/abs/2023AJ....166..258Y)\]



Dong, Jiayin; & **Foreman-Mackey, Daniel**, 2023, *[A Hierarchical

Bayesian Framework for Inferring the Stellar Obliquity

Distribution](http://dx.doi.org/10.3847/1538-3881/ace105)*, The

Astronomical Journal, **166**, 112

([arXiv:2305.14220](http://arxiv.org/abs/2305.14220)) \[[27

citations](https://ui.adsabs.harvard.edu/abs/2023AJ....166..112D)\]



Gagliano, Alexander; Contardo, Gabriella; **Foreman-Mackey, Daniel**;

Malz, Alex I.; & Aleo, Patrick D., 2023, *[First Impressions: Early-time

Classification of Supernovae Using Host-galaxy Information and Shallow

Learning](http://dx.doi.org/10.3847/1538-4357/ace326)*, The

Astrophysical Journal, **954**, 6

([arXiv:2305.08894](http://arxiv.org/abs/2305.08894)) \[[26

citations](https://ui.adsabs.harvard.edu/abs/2023ApJ...954....6G)\]



Aigrain, Suzanne; & **Foreman-Mackey, Daniel**, 2023, *[Gaussian Process

Regression for Astronomical Time

Series](http://dx.doi.org/10.1146/annurev-astro-052920-103508)*, Annual

Review of Astronomy and Astrophysics, **61**, 329

([arXiv:2209.08940](http://arxiv.org/abs/2209.08940)) \[[81

citations](https://ui.adsabs.harvard.edu/abs/2023ARA&A..61..329A)\]



Blunt, Sarah; Carvalho, Adolfo; David, Trevor J.; Beichman, Charles;

*et al.* (incl. **DFM**), 2023, *[Overfitting Affects the Reliability of

Radial Velocity Mass Estimates of the V1298 Tau

Planets](http://dx.doi.org/10.3847/1538-3881/acde78)*, The Astronomical

Journal, **166**, 62

([arXiv:2306.08145](http://arxiv.org/abs/2306.08145)) \[[32

citations](https://ui.adsabs.harvard.edu/abs/2023AJ....166...62B)\]



Tran, Quang H.; Bedell, Megan; **Foreman-Mackey, Daniel**; & Luger,

Rodrigo, 2023, *[Joint Modeling of Radial Velocities and Photometry with

a Gaussian Process

Framework](http://dx.doi.org/10.3847/1538-4357/acd05c)*, The

Astrophysical Journal, **950**, 162

([arXiv:2305.00988](http://arxiv.org/abs/2305.00988)) \[[10

citations](https://ui.adsabs.harvard.edu/abs/2023ApJ...950..162T)\]



Wong, Kaze W. K.; Gabrié, Marylou; & **Foreman-Mackey, Daniel**, 2023,

*[flowMC: Normalizing flow enhanced sampling package for probabilistic

inference in JAX](http://dx.doi.org/10.21105/joss.05021)*, The Journal

of Open Source Software, **8**, 5021

([arXiv:2211.06397](http://arxiv.org/abs/2211.06397)) \[[23

citations](https://ui.adsabs.harvard.edu/abs/2023JOSS....8.5021W)\]



Alderson, Lili; Wakeford, Hannah R.; Alam, Munazza K.; Batalha, Natasha

E.; *et al.* (incl. **DFM**), 2023, *[Early Release Science of the

exoplanet WASP-39b with JWST NIRSpec

G395H](http://dx.doi.org/10.1038/s41586-022-05591-3)*, Nature, **614**,

664 ([arXiv:2211.10488](http://arxiv.org/abs/2211.10488)) \[[179

citations](https://ui.adsabs.harvard.edu/abs/2023Natur.614..664A)\]



Mikal-Evans, Thomas; Sing, David K.; Dong, Jiayin; **Foreman-Mackey,

Daniel**; *et al.*, 2023, *[A JWST NIRSpec Phase Curve for WASP-121b:

Dayside Emission Strongest Eastward of the Substellar Point and

Nightside Conditions Conducive to Cloud

Formation](http://dx.doi.org/10.3847/2041-8213/acb049)*, The

Astrophysical Journal, **943**

([arXiv:2301.03209](http://arxiv.org/abs/2301.03209)) \[[29

citations](https://ui.adsabs.harvard.edu/abs/2023ApJ...943L..17M)\]



Dharmawardena, T. E.; Bailer-Jones, C. A. L.; Fouesneau, M.;

**Foreman-Mackey, Daniel**; *et al.*, 2023, *[The three-dimensional

structure of galactic molecular cloud complexes out to 2.5

kpc](http://dx.doi.org/10.1093/mnras/stac2790)*, Monthly Notices of the

Royal Astronomical Society, **519**, 228

([arXiv:2210.03615](http://arxiv.org/abs/2210.03615)) \[[15

citations](https://ui.adsabs.harvard.edu/abs/2023MNRAS.519..228D)\]



Jo, Yongseok; Genel, Shy; Wandelt, Benjamin; Somerville, Rachel S.;

*et al.* (incl. **DFM**), 2023, *[Calibrating Cosmological Simulations

with Implicit Likelihood Inference Using Galaxy Growth

Observables](http://dx.doi.org/10.3847/1538-4357/aca8fe)*, The

Astrophysical Journal, **944**, 67

([arXiv:2211.16461](http://arxiv.org/abs/2211.16461)) \[[14

citations](https://ui.adsabs.harvard.edu/abs/2023ApJ...944...67J)\]



Brande, Jonathan; Crossfield, Ian J. M.; Kreidberg, Laura; Oklopčić,

Antonija; *et al.* (incl. **DFM**), 2022, *[A Mirage or an Oasis? Water

Vapor in the Atmosphere of the Warm Neptune TOI-674

b](http://dx.doi.org/10.3847/1538-3881/ac8b7e)*, The Astronomical

Journal, **164**, 197

([arXiv:2201.04197](http://arxiv.org/abs/2201.04197)) \[[16

citations](https://ui.adsabs.harvard.edu/abs/2022AJ....164..197B)\]



Nagaraj, Gautam; Forbes, John C.; Leja, Joel; **Foreman-Mackey,

Daniel**; & Hayward, Christopher C., 2022, *[Empirical Dust Attenuation

Model Leads to More Realistic UVJ Diagram for TNG100

Galaxies](http://dx.doi.org/10.3847/1538-4357/ac9477)*, The

Astrophysical Journal, **939**, 29

([arXiv:2204.06449](http://arxiv.org/abs/2204.06449)) \[[5

citations](https://ui.adsabs.harvard.edu/abs/2022ApJ...939...29N)\]



Eilers, Anna-Christina; Hogg, David W.; Schölkopf, Bernhard;

**Foreman-Mackey, Daniel**; *et al.*, 2022, *[A Generative Model for

Quasar Spectra](http://dx.doi.org/10.3847/1538-4357/ac8ead)*, The

Astrophysical Journal, **938**, 17

([arXiv:2209.02725](http://arxiv.org/abs/2209.02725)) \[[8

citations](https://ui.adsabs.harvard.edu/abs/2022ApJ...938...17E)\]



Farrell, Eoin; Jermyn, Adam S.; Cantiello, Matteo; & **Foreman-Mackey,

Daniel**, 2022, *[The Initial Magnetic Field Distribution in AB

Stars](http://dx.doi.org/10.3847/1538-4357/ac8423)*, The Astrophysical

Journal, **938**, 10

([arXiv:2210.11180](http://arxiv.org/abs/2210.11180)) \[[4

citations](https://ui.adsabs.harvard.edu/abs/2022ApJ...938...10F)\]



Astropy Collaboration; Price-Whelan, Adrian M.; Lim, Pey Lian; Earl,

Nicholas; *et al.* (incl. **DFM**), 2022, *[The Astropy Project:

Sustaining and Growing a Community-oriented Open-source Project and the

Latest Major Release (v5.0) of the Core

Package](http://dx.doi.org/10.3847/1538-4357/ac7c74)*, The Astrophysical

Journal, **935**, 167

([arXiv:2206.14220](http://arxiv.org/abs/2206.14220)) \[[2784

citations](https://ui.adsabs.harvard.edu/abs/2022ApJ...935..167A)\]



Luger, Rodrigo; Agol, Eric; Bartolić, Fran; & **Foreman-Mackey,

Daniel**, 2022, *[Analytic Light Curves in Reflected Light: Phase

Curves, Occultations, and Non-Lambertian Scattering for Spherical

Planets and Moons](http://dx.doi.org/10.3847/1538-3881/ac4017)*, The

Astronomical Journal, **164**, 4

([arXiv:2103.06275](http://arxiv.org/abs/2103.06275)) \[[11

citations](https://ui.adsabs.harvard.edu/abs/2022AJ....164....4L)\]



Angus, Ruth; Price-Whelan, Adrian M.; Zinn, Joel C.; Bedell, Megan;

*et al.* (incl. **DFM**), 2022, *[The 3D Galactocentric Velocities of

Kepler Stars: Marginalizing Over Missing Radial

Velocities](http://dx.doi.org/10.3847/1538-3881/ac6fea)*, The

Astronomical Journal, **164**, 25

([arXiv:2205.08901](http://arxiv.org/abs/2205.08901)) \[[3

citations](https://ui.adsabs.harvard.edu/abs/2022AJ....164...25A)\]



Hattori, Soichiro; **Foreman-Mackey, Daniel**; Hogg, David W.; Montet,

Benjamin T.; *et al.*, 2022, *[The unpopular Package: A Data-driven

Approach to Detrending TESS Full-frame Image Light

Curves](http://dx.doi.org/10.3847/1538-3881/ac625a)*, The Astronomical

Journal, **163**, 284

([arXiv:2106.15063](http://arxiv.org/abs/2106.15063)) \[[38

citations](https://ui.adsabs.harvard.edu/abs/2022AJ....163..284H)\]



Powell, Brian P.; Kruse, Ethan; Montet, Benjamin T.; Feinstein, Adina

D.; *et al.* (incl. **DFM**), 2022, *[The NASA GSFC TESS Full Frame

Image Light Curve Data

Set](http://dx.doi.org/10.3847/2515-5172/ac74c4)*, Research Notes of the

American Astronomical Society, **6**, 111 \[[17

citations](https://ui.adsabs.harvard.edu/abs/2022RNAAS...6..111P)\]



Nagaraj, Gautam; Forbes, John C.; Leja, Joel; **Foreman-Mackey,

Daniel**; & Hayward, Christopher C., 2022, *[A Bayesian Population Model

for the Observed Dust Attenuation in

Galaxies](http://dx.doi.org/10.3847/1538-4357/ac6c80)*, The

Astrophysical Journal, **932**, 54

([arXiv:2202.05102](http://arxiv.org/abs/2202.05102)) \[[27

citations](https://ui.adsabs.harvard.edu/abs/2022ApJ...932...54N)\]



Johnson, Marshall C.; David, Trevor J.; Petigura, Erik A.; Isaacson,

Howard T.; *et al.* (incl. **DFM**), 2022, *[An Aligned Orbit for the

Young Planet V1298 Tau b](http://dx.doi.org/10.3847/1538-3881/ac6271)*,

The Astronomical Journal, **163**, 247

([arXiv:2110.10707](http://arxiv.org/abs/2110.10707)) \[[26

citations](https://ui.adsabs.harvard.edu/abs/2022AJ....163..247J)\]



Hitchcock, J. A.; Bramich, D. M.; **Foreman-Mackey, Daniel**; Hogg,

David W.; & Hundertmark, M., 2022, *[The Thresher: Lucky imaging without

the waste](http://dx.doi.org/10.1093/mnras/stac427)*, Monthly Notices of

the Royal Astronomical Society, **511**, 5372

([arXiv:2202.04686](http://arxiv.org/abs/2202.04686))



Bartolić, Fran; Luger, Rodrigo; **Foreman-Mackey, Daniel**; Howell,

Robert R.; & Rathbun, Julie A., 2022, *[Occultation Mapping of Io’s

Surface in the Near-infrared. I. Inferring Static

Maps](http://dx.doi.org/10.3847/PSJ/ac2a3e)*, The Planetary Science

Journal, **3**, 67 ([arXiv:2103.03758](http://arxiv.org/abs/2103.03758))

\[[5 citations](https://ui.adsabs.harvard.edu/abs/2022PSJ.....3...67B)\]



Dharmawardena, T. E.; Bailer-Jones, C. A. L.; Fouesneau, M.; &

**Foreman-Mackey, Daniel**, 2022, *[Three-dimensional dust density

structure of the Orion, Cygnus X, Taurus, and Perseus star-forming

regions](http://dx.doi.org/10.1051/0004-6361/202141298)*, Astronomy and

Astrophysics, **658**

([arXiv:2111.06672](http://arxiv.org/abs/2111.06672)) \[[24

citations](https://ui.adsabs.harvard.edu/abs/2022A&A...658A.166D)\]



Feinstein, Adina D.; David, Trevor J.; Montet, Benjamin T.;

**Foreman-Mackey, Daniel**; *et al.*, 2022, *[V1298 Tau with TESS:

Updated Ephemerides, Radii, and Period Constraints from a Second Transit

of V1298 Tau e](http://dx.doi.org/10.3847/2041-8213/ac4745)*, The

Astrophysical Journal, **925**

([arXiv:2111.08660](http://arxiv.org/abs/2111.08660)) \[[21

citations](https://ui.adsabs.harvard.edu/abs/2022ApJ...925L...2F)\]



Martin, David V.; El-Badry, Kareem; Hodžić, Vedad Kunovac; Triaud,

Amaury H. M. J.; *et al.* (incl. **DFM**), 2021, *[TOI-1259Ab - a gas

giant planet with 2.7 per cent deep transits and a bound white dwarf

companion](http://dx.doi.org/10.1093/mnras/stab2129)*, Monthly Notices

of the Royal Astronomical Society, **507**, 4132

([arXiv:2101.02707](http://arxiv.org/abs/2101.02707)) \[[14

citations](https://ui.adsabs.harvard.edu/abs/2021MNRAS.507.4132M)\]



Van Eylen, V.; Astudillo-Defru, N.; Bonfils, X.; Livingston, J.;

*et al.* (incl. **DFM**), 2021, *[Masses and compositions of three small

planets orbiting the nearby M dwarf L231-32 (TOI-270) and the M dwarf

radius valley](http://dx.doi.org/10.1093/mnras/stab2143)*, Monthly

Notices of the Royal Astronomical Society, **507**, 2154

([arXiv:2101.01593](http://arxiv.org/abs/2101.01593)) \[[102

citations](https://ui.adsabs.harvard.edu/abs/2021MNRAS.507.2154V)\]



Gan, Tianjun; Bedell, Megan; Wang, Sharon Xuesong; **Foreman-Mackey,

Daniel**; *et al.*, 2021, *[HD 183579b: a warm sub-Neptune transiting a

solar twin detected by TESS](http://dx.doi.org/10.1093/mnras/stab2224)*,

Monthly Notices of the Royal Astronomical Society, **507**, 2220

([arXiv:2107.14015](http://arxiv.org/abs/2107.14015)) \[[6

citations](https://ui.adsabs.harvard.edu/abs/2021MNRAS.507.2220G)\]



Luger, Rodrigo; **Foreman-Mackey, Daniel**; Hedges, Christina; & Hogg,

David W., 2021, *[Mapping Stellar Surfaces. I. Degeneracies in the

Rotational Light-curve

Problem](http://dx.doi.org/10.3847/1538-3881/abfdb8)*, The Astronomical

Journal, **162**, 123

([arXiv:2102.00007](http://arxiv.org/abs/2102.00007)) \[[45

citations](https://ui.adsabs.harvard.edu/abs/2021AJ....162..123L)\]



Luger, Rodrigo; **Foreman-Mackey, Daniel**; & Hedges, Christina, 2021,

*[Mapping Stellar Surfaces. II. An Interpretable Gaussian Process Model

for Light Curves](http://dx.doi.org/10.3847/1538-3881/abfdb9)*, The

Astronomical Journal, **162**, 124

([arXiv:2102.01697](http://arxiv.org/abs/2102.01697)) \[[29

citations](https://ui.adsabs.harvard.edu/abs/2021AJ....162..124L)\]



Dong, Jiayin; Huang, Chelsea X.; Dawson, Rebekah I.; **Foreman-Mackey,

Daniel**; *et al.*, 2021, *[Warm Jupiters in TESS Full-frame Images: A

Catalog and Observed Eccentricity Distribution for Year

1](http://dx.doi.org/10.3847/1538-4365/abf73c)*, The Astrophysical

Journal Supplement Series, **255**, 6

([arXiv:2104.01970](http://arxiv.org/abs/2104.01970)) \[[28

citations](https://ui.adsabs.harvard.edu/abs/2021ApJS..255....6D)\]



Luger, Rodrigo; **Foreman-Mackey, Daniel**; & Hedges, Christina, 2021,

*[starry\_process: Interpretable Gaussian processes for stellar light

curves](http://dx.doi.org/10.21105/joss.03071)*, The Journal of Open

Source Software, **6**, 3071

([arXiv:2102.01774](http://arxiv.org/abs/2102.01774)) \[[4

citations](https://ui.adsabs.harvard.edu/abs/2021JOSS....6.3071L)\]



Hitchcock, James A.; Hundertmark, Markus; **Foreman-Mackey, Daniel**;

Bachelet, Etienne; *et al.*, 2021, *[PyTorchDIA: a flexible,

GPU-accelerated numerical approach to Difference Image

Analysis](http://dx.doi.org/10.1093/mnras/stab1114)*, Monthly Notices of

the Royal Astronomical Society, **504**, 3561

([arXiv:2104.13715](http://arxiv.org/abs/2104.13715)) \[[7

citations](https://ui.adsabs.harvard.edu/abs/2021MNRAS.504.3561H)\]



**Foreman-Mackey, Daniel**; Luger, Rodrigo; Agol, Eric; Barclay, Thomas;

*et al.*, 2021, *[exoplanet: Gradient-based probabilistic inference for

exoplanet data & other astronomical time

series](http://dx.doi.org/10.21105/joss.03285)*, The Journal of Open

Source Software, **6**, 3285

([arXiv:2105.01994](http://arxiv.org/abs/2105.01994)) \[[180

citations](https://ui.adsabs.harvard.edu/abs/2021JOSS....6.3285F)\]



David, Trevor J.; Contardo, Gabriella; Sandoval, Angeli; Angus, Ruth;

*et al.* (incl. **DFM**), 2021, *[Evolution of the Exoplanet Size

Distribution: Forming Large Super-Earths Over Billions of

Years](http://dx.doi.org/10.3847/1538-3881/abf439)*, The Astronomical

Journal, **161**, 265

([arXiv:2011.09894](http://arxiv.org/abs/2011.09894)) \[[46

citations](https://ui.adsabs.harvard.edu/abs/2021AJ....161..265D)\]



Gordon, Tyler A.; Davenport, James R. A.; Angus, Ruth; **Foreman-Mackey,

Daniel**; *et al.*, 2021, *[Stellar Rotation in the K2 Sample: Evidence

for Modified Spin-down](http://dx.doi.org/10.3847/1538-4357/abf63e)*,

The Astrophysical Journal, **913**, 70

([arXiv:2101.07886](http://arxiv.org/abs/2101.07886)) \[[38

citations](https://ui.adsabs.harvard.edu/abs/2021ApJ...913...70G)\]



Tamayo, Daniel; Gilbertson, Christian; & **Foreman-Mackey, Daniel**,

2021, *[Stability constrained characterization of multiplanet

systems](http://dx.doi.org/10.1093/mnras/staa3887)*, Monthly Notices of

the Royal Astronomical Society, **501**, 4798

([arXiv:2009.11831](http://arxiv.org/abs/2009.11831)) \[[13

citations](https://ui.adsabs.harvard.edu/abs/2021MNRAS.501.4798T)\]



Agol, Eric; Dorn, Caroline; Grimm, Simon L.; Turbet, Martin;

*et al.* (incl. **DFM**), 2021, *[Refining the Transit-timing and

Photometric Analysis of TRAPPIST-1: Masses, Radii, Densities, Dynamics,

and Ephemerides](http://dx.doi.org/10.3847/PSJ/abd022)*, The Planetary

Science Journal, **2**, 1

([arXiv:2010.01074](http://arxiv.org/abs/2010.01074)) \[[260

citations](https://ui.adsabs.harvard.edu/abs/2021PSJ.....2....1A)\]



Hedges, Christina; Luger, Rodrigo; Dotson, Jessie; **Foreman-Mackey,

Daniel**; & Barentsen, Geert, 2021, *[Multiwavelength Photometry Derived

from Monochromatic Kepler

Data](http://dx.doi.org/10.3847/1538-3881/abd31c)*, The Astronomical

Journal, **161**, 95

([arXiv:2102.00044](http://arxiv.org/abs/2102.00044)) \[[7

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Gordon, Tyler A.; Agol, Eric; & **Foreman-Mackey, Daniel**, 2020, *[A

Fast, Two-dimensional Gaussian Process Method Based on Celerite:

Applications to Transiting Exoplanet Discovery and

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Astronomical Journal, **160**, 240

([arXiv:2007.05799](http://arxiv.org/abs/2007.05799)) \[[19

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Villaume, Alexa; **Foreman-Mackey, Daniel**; Romanowsky, Aaron J.;

Brodie, Jean; & Strader, Jay, 2020, *[The Assembly History of M87

through Radial Variations in Chemical Abundances of Its Field Star and

Globular Cluster

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Astrophysical Journal, **900**, 95

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Angus, Ruth; Beane, Angus; Price-Whelan, Adrian M.; Newton, Elisabeth;

*et al.* (incl. **DFM**), 2020, *[Exploring the Evolution of Stellar

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Astronomical Journal, **160**, 90

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Plavchan, Peter; Barclay, Thomas; Gagné, Jonathan; Gao, Peter;

*et al.* (incl. **DFM**), 2020, *[Publisher Correction: A planet within

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Hey, Daniel; Murphy, Simon; **Foreman-Mackey, Daniel**; Bedding,

Timothy; *et al.*, 2020, *[Maelstrom: A Python package for identifying

companions to pulsating stars from their light travel time

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Source Software, **5**, 2125 \[[6

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Plavchan, Peter; Barclay, Thomas; Gagné, Jonathan; Gao, Peter;

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Hey, Daniel R.; Murphy, Simon J.; **Foreman-Mackey, Daniel**; Bedding,

Timothy R.; *et al.*, 2020, *[Forward Modeling the Orbits of Companions

to Pulsating Stars from Their Light Travel Time

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Astronomical Journal, **159**, 202

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Agol, Eric; Luger, Rodrigo; & **Foreman-Mackey, Daniel**, 2020,

*[Analytic Planetary Transit Light Curves and Derivatives for Stars with

Polynomial Limb Darkening](http://dx.doi.org/10.3847/1538-3881/ab4fee)*,

The Astronomical Journal, **159**, 123

([arXiv:1908.03222](http://arxiv.org/abs/1908.03222)) \[[143

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Gillen, Edward; Briegal, Joshua T.; Hodgkin, Simon T.; **Foreman-Mackey,

Daniel**; *et al.*, 2020, *[NGTS clusters survey - I. Rotation in the

young benchmark open cluster Blanco

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Royal Astronomical Society, **492**, 1008

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**Foreman-Mackey, Daniel**; Farr, Will; Sinha, Manodeep; Archibald,

Anne; *et al.*, 2019, *[emcee v3: A Python ensemble sampling toolkit for

affine-invariant MCMC](http://dx.doi.org/10.21105/joss.01864)*, The

Journal of Open Source Software, **4**, 1864

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David, Trevor J.; Petigura, Erik A.; Luger, Rodrigo; **Foreman-Mackey,

Daniel**; *et al.*, 2019, *[Four Newborn Planets Transiting the Young

Solar Analog V1298 Tau](http://dx.doi.org/10.3847/2041-8213/ab4c99)*,

The Astrophysical Journal, **885**

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Angus, Ruth; Morton, Timothy D.; **Foreman-Mackey, Daniel**; van Saders,

Jennifer; *et al.*, 2019, *[Toward Precise Stellar Ages: Combining

Isochrone Fitting with Empirical

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Astronomical Journal, **158**, 173

([arXiv:1908.07528](http://arxiv.org/abs/1908.07528)) \[[107

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Bedell, Megan; Hogg, David W.; **Foreman-Mackey, Daniel**; Montet,

Benjamin T.; & Luger, Rodrigo, 2019, *[WOBBLE: A Data-driven Analysis

Technique for Time-series Stellar

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Journal, **158**, 164

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Feinstein, Adina D.; Montet, Benjamin T.; **Foreman-Mackey, Daniel**;

Bedell, Megan E.; *et al.*, 2019, *[eleanor: An Open-source Tool for

Extracting Light Curves from the TESS Full-frame

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the Astronomical Society of the Pacific, **131**, 94502

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Kruse, Ethan; Agol, Eric; Luger, Rodrigo; & **Foreman-Mackey, Daniel**,

2019, *[Detection of Hundreds of New Planet Candidates and Eclipsing

Binaries in K2 Campaigns

0-8](http://dx.doi.org/10.3847/1538-4365/ab346b)*, The Astrophysical

Journal Supplement Series, **244**, 11

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Angus, Ruth; Morton, Timothy; & **Foreman-Mackey, Daniel**, 2019,

*[stardate: Combining dating methods for better stellar

ages](http://dx.doi.org/10.21105/joss.01469)*, The Journal of Open

Source Software, **4**, 1469 \[[15

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Kostov, Veselin B.; Schlieder, Joshua E.; Barclay, Thomas; Quintana,

Elisa V.; *et al.* (incl. **DFM**), 2019, *[The L 98-59 System: Three

Transiting, Terrestrial-size Planets Orbiting a Nearby M

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Journal, **158**, 32

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Siemiginowska, Aneta; Eadie, Gwendolyn; Czekala, Ian; Feigelson, Eric;

*et al.* (incl. **DFM**), 2019, *[The Next Decade of Astroinformatics

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Bulletin of the American Astronomical Society, **51**, 355

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Luger, Rodrigo; Agol, Eric; **Foreman-Mackey, Daniel**; Fleming, David

P.; *et al.*, 2019, *[starry: Analytic Occultation Light

Curves](http://dx.doi.org/10.3847/1538-3881/aae8e5)*, The Astronomical

Journal, **157**, 64

([arXiv:1810.06559](http://arxiv.org/abs/1810.06559)) \[[267

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Van Eylen, Vincent; Albrecht, Simon; Huang, Xu; MacDonald, Mariah G.;

*et al.* (incl. **DFM**), 2019, *[The Orbital Eccentricity of Small

Planet Systems](http://dx.doi.org/10.3847/1538-3881/aaf22f)*, The

Astronomical Journal, **157**, 61

([arXiv:1807.00549](http://arxiv.org/abs/1807.00549)) \[[199

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Brewer, John M.; Wang, Songhu; Fischer, Debra A.; & **Foreman-Mackey,

Daniel**, 2018, *[Compact Multi-planet Systems are more Common around

Metal-poor Hosts](http://dx.doi.org/10.3847/2041-8213/aae710)*, The

Astrophysical Journal, **867**

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Ness, Melissa K.; Silva Aguirre, Victor; Lund, Mikkel N.; Cantiello,

Matteo; *et al.* (incl. **DFM**), 2018, *[Inference of Stellar

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Astrophysical Journal, **866**, 15

([arXiv:1805.04519](http://arxiv.org/abs/1805.04519)) \[[11

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Brewer, Brendon; & **Foreman-Mackey, Daniel**, 2018, *[DNest4: Diffusive

Nested Sampling in C++ and

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Statistical Software, **86**, 1

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Luger, Rodrigo; Kruse, Ethan; **Foreman-Mackey, Daniel**; Agol, Eric; &

Saunders, Nicholas, 2018, *[An Update to the EVEREST K2 Pipeline: Short

Cadence, Saturated Stars, and Kepler-like Photometry Down to Kp =

15](http://dx.doi.org/10.3847/1538-3881/aad230)*, The Astronomical

Journal, **156**, 99

([arXiv:1702.05488](http://arxiv.org/abs/1702.05488)) \[[149

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Teague, Richard; & **Foreman-Mackey, Daniel**, 2018, *[A Robust Method

to Measure Centroids of Spectral

Lines](http://dx.doi.org/10.3847/2515-5172/aae265)*, Research Notes of

the American Astronomical Society, **2**, 173

([arXiv:1809.10295](http://arxiv.org/abs/1809.10295)) \[[108

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Teague, Richard; Bae, Jaehan; Bergin, Edwin A.; Birnstiel, Tilman; &

**Foreman-Mackey, Daniel**, 2018, *[A Kinematical Detection of Two

Embedded Jupiter-mass Planets in HD

163296](http://dx.doi.org/10.3847/2041-8213/aac6d7)*, The Astrophysical

Journal, **860** ([arXiv:1805.10290](http://arxiv.org/abs/1805.10290))

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Hogg, David W.; & **Foreman-Mackey, Daniel**, 2018, *[Data Analysis

Recipes: Using Markov Chain Monte

Carlo](http://dx.doi.org/10.3847/1538-4365/aab76e)*, The Astrophysical

Journal Supplement Series, **236**, 11

([arXiv:1710.06068](http://arxiv.org/abs/1710.06068)) \[[220

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Angus, Ruth; Morton, Timothy; Aigrain, Suzanne; **Foreman-Mackey,

Daniel**; & Rajpaul, Vinesh, 2018, *[Inferring probabilistic stellar

rotation periods using Gaussian

processes](http://dx.doi.org/10.1093/mnras/stx2109)*, Monthly Notices of

the Royal Astronomical Society, **474**, 2094

([arXiv:1706.05459](http://arxiv.org/abs/1706.05459)) \[[186

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**Foreman-Mackey, Daniel**, 2018, *[Scalable Backpropagation for

Gaussian Processes using

Celerite](http://dx.doi.org/10.3847/2515-5172/aaaf6c)*, Research Notes

of the American Astronomical Society, **2**, 31

([arXiv:1801.10156](http://arxiv.org/abs/1801.10156)) \[[180

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**Foreman-Mackey, Daniel**; Agol, Eric; Ambikasaran, Sivaram; & Angus,

Ruth, 2017, *[Fast and Scalable Gaussian Process Modeling with

Applications to Astronomical Time

Series](http://dx.doi.org/10.3847/1538-3881/aa9332)*, The Astronomical

Journal, **154**, 220

([arXiv:1703.09710](http://arxiv.org/abs/1703.09710)) \[[707

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Montet, Benjamin T.; Tovar, Guadalupe; & **Foreman-Mackey, Daniel**,

2017, *[Long-term Photometric Variability in Kepler Full-frame Images:

Magnetic Cycles of Sun-like

Stars](http://dx.doi.org/10.3847/1538-4357/aa9e00)*, The Astrophysical

Journal, **851**, 116

([arXiv:1705.07928](http://arxiv.org/abs/1705.07928)) \[[87

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Grunblatt, Samuel K.; Huber, Daniel; Gaidos, Eric; Lopez, Eric D.;

*et al.* (incl. **DFM**), 2017, *[Seeing Double with K2: Testing

Re-inflation with Two Remarkably Similar Planets around Red Giant Branch

Stars](http://dx.doi.org/10.3847/1538-3881/aa932d)*, The Astronomical

Journal, **154**, 254

([arXiv:1706.05865](http://arxiv.org/abs/1706.05865)) \[[75

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Luger, Rodrigo; **Foreman-Mackey, Daniel**; & Hogg, David W., 2017,

*[Linear Models for Systematics and

Nuisances](http://dx.doi.org/10.3847/2515-5172/aa96b5)*, Research Notes

of the American Astronomical Society, **1**, 7

([arXiv:1710.11136](http://arxiv.org/abs/1710.11136)) \[[17

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Price-Whelan, Adrian M.; & **Foreman-Mackey, Daniel**, 2017,

*[schwimmbad: A uniform interface to parallel processing pools in

Python](http://dx.doi.org/10.21105/joss.00357)*, The Journal of Open

Source Software, **2**, 357 \[[30

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Luger, Rodrigo; Sestovic, Marko; Kruse, Ethan; Grimm, Simon L.;

*et al.* (incl. **DFM**), 2017, *[A seven-planet resonant chain in

TRAPPIST-1](http://dx.doi.org/10.1038/s41550-017-0129)*, Nature

Astronomy, **1**, 129

([arXiv:1703.04166](http://arxiv.org/abs/1703.04166)) \[[304

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Price-Whelan, Adrian M.; Hogg, David W.; **Foreman-Mackey, Daniel**; &

Rix, Hans-Walter, 2017, *[The Joker: A Custom Monte Carlo Sampler for

Binary-star and Exoplanet Radial Velocity

Data](http://dx.doi.org/10.3847/1538-4357/aa5e50)*, The Astrophysical

Journal, **837**, 20

([arXiv:1610.07602](http://arxiv.org/abs/1610.07602)) \[[126

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**Foreman-Mackey, Daniel**; Morton, Timothy D.; Hogg, David W.; Agol,

Eric; & Schölkopf, Bernhard, 2016, *[The Population of Long-period

Transiting Exoplanets](http://dx.doi.org/10.3847/0004-6256/152/6/206)*,

The Astronomical Journal, **152**, 206

([arXiv:1607.08237](http://arxiv.org/abs/1607.08237)) \[[83

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Hogg, David W.; Casey, Andrew R.; Ness, Melissa; Rix, Hans-Walter;

*et al.* (incl. **DFM**), 2016, *[Chemical Tagging Can Work:

Identification of Stellar Phase-space Structures Purely by

Chemical-abundance

Similarity](http://dx.doi.org/10.3847/1538-4357/833/2/262)*, The

Astrophysical Journal, **833**, 262

([arXiv:1601.05413](http://arxiv.org/abs/1601.05413)) \[[78

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Henderson, Calen B.; Poleski, Radosław; Penny, Matthew; Street, Rachel

A.; *et al.* (incl. **DFM**), 2016, *[Campaign 9 of the K2 Mission:

Observational Parameters, Scientific Drivers, and Community Involvement

for a Simultaneous Space- and Ground-based Microlensing

Survey](http://dx.doi.org/10.1088/1538-3873/128/970/124401)*,

Publications of the Astronomical Society of the Pacific, **128**, 124401

([arXiv:1512.09142](http://arxiv.org/abs/1512.09142)) \[[64

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Luger, Rodrigo; Agol, Eric; Kruse, Ethan; Barnes, Rory;

*et al.* (incl. **DFM**), 2016, *[EVEREST: Pixel Level Decorrelation of

K2 Light Curves](http://dx.doi.org/10.3847/0004-6256/152/4/100)*, The

Astronomical Journal, **152**, 100

([arXiv:1607.00524](http://arxiv.org/abs/1607.00524)) \[[247

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Angus, Ruth; Aigrain, Suzanne; & **Foreman-Mackey, Daniel**, 2016,

*[Stellar rotation period inference with Gaussian

processes](http://dx.doi.org/10.1017/S1743921316002738)*, IAU Focus

Meeting, **29A**, 191



Wang, Dun; Hogg, David W.; **Foreman-Mackey, Daniel**; & Schölkopf,

Bernhard, 2016, *[A Causal, Data-driven Approach to Modeling the Kepler

Data](http://dx.doi.org/10.1088/1538-3873/128/967/094503)*, Publications

of the Astronomical Society of the Pacific, **128**, 94503

([arXiv:1508.01853](http://arxiv.org/abs/1508.01853)) \[[29

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Fischer, Debra A.; Anglada-Escude, Guillem; Arriagada, Pamela; Baluev,

Roman V.; *et al.* (incl. **DFM**), 2016, *[State of the Field: Extreme

Precision Radial

Velocities](http://dx.doi.org/10.1088/1538-3873/128/964/066001)*,

Publications of the Astronomical Society of the Pacific, **128**, 66001

([arXiv:1602.07939](http://arxiv.org/abs/1602.07939)) \[[269

citations](https://ui.adsabs.harvard.edu/abs/2016PASP..128f6001F)\]



**Foreman-Mackey, Daniel**, 2016, *[corner.py: Scatterplot matrices in

Python](http://dx.doi.org/10.21105/joss.00024)*, The Journal of Open

Source Software, **1**, 2 \[[1940

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Schölkopf, Bernhard; Hogg, David W.; Wang, Dun; **Foreman-Mackey,

Daniel**; *et al.*, 2016, *[Modeling confounding by half-sibling

regression](http://dx.doi.org/10.1073/pnas.1511656113)*, PNAS, **113**,

27 \[[68

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Angus, Ruth; **Foreman-Mackey, Daniel**; & Johnson, John A., 2016,

*[Systematics-insensitive Periodic Signal Search with

K2](http://dx.doi.org/10.3847/0004-637X/818/2/109)*, The Astrophysical

Journal, **818**, 109

([arXiv:1505.07105](http://arxiv.org/abs/1505.07105)) \[[29

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Ambikasaran, Sivaram; **Foreman-Mackey, Daniel**; Greengard, Leslie;

Hogg, David W.; & O’Neil, Michael, 2016, *[Fast Direct Methods for

Gaussian Processes](http://dx.doi.org/10.1109/TPAMI.2015.2448083)*, IEEE

Transactions on Pattern Analysis and Machine Intelligence, **38**, 252

([arXiv:1403.6015](http://arxiv.org/abs/1403.6015)) \[[668

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Montet, Benjamin T.; Morton, Timothy D.; **Foreman-Mackey, Daniel**;

Johnson, John Asher; *et al.*, 2015, *[Stellar and Planetary Properties

of K2 Campaign 1 Candidates and Validation of 17 Planets, Including a

Planet Receiving Earth-like

Insolation](http://dx.doi.org/10.1088/0004-637X/809/1/25)*, The

Astrophysical Journal, **809**, 25

([arXiv:1503.07866](http://arxiv.org/abs/1503.07866)) \[[143

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Barclay, Thomas; Quintana, Elisa V.; Adams, Fred C.; Ciardi, David R.;

*et al.* (incl. **DFM**), 2015, *[The Five Planets in the Kepler-296

Binary System All Orbit the Primary: A Statistical and Analytical

Analysis](http://dx.doi.org/10.1088/0004-637X/809/1/7)*, The

Astrophysical Journal, **809**, 7

([arXiv:1505.01845](http://arxiv.org/abs/1505.01845)) \[[36

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Angus, Ruth; Aigrain, Suzanne; **Foreman-Mackey, Daniel**; & McQuillan,

Amy, 2015, *[Calibrating gyrochronology using Kepler asteroseismic

targets](http://dx.doi.org/10.1093/mnras/stv423)*, Monthly Notices of

the Royal Astronomical Society, **450**, 1787

([arXiv:1502.06965](http://arxiv.org/abs/1502.06965)) \[[173

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**Foreman-Mackey, Daniel**; Montet, Benjamin T.; Hogg, David W.; Morton,

Timothy D.; *et al.*, 2015, *[A Systematic Search for Transiting Planets

in the K2 Data](http://dx.doi.org/10.1088/0004-637X/806/2/215)*, The

Astrophysical Journal, **806**, 215

([arXiv:1502.04715](http://arxiv.org/abs/1502.04715)) \[[113

citations](https://ui.adsabs.harvard.edu/abs/2015ApJ...806..215F)\]



Weisz, Daniel R.; Johnson, L. Clifton; **Foreman-Mackey, Daniel**;

Dolphin, Andrew E.; *et al.*, 2015, *[The High-mass Stellar Initial Mass

Function in M31

Clusters](http://dx.doi.org/10.1088/0004-637X/806/2/198)*, The

Astrophysical Journal, **806**, 198

([arXiv:1502.06621](http://arxiv.org/abs/1502.06621)) \[[65

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Schölkopf, Bernhard; Hogg, David W.; Wang, Dun; **Foreman-Mackey,

Daniel**; *et al.*, 2015, Removing systematic errors for exoplanet

search via latent causes, ICML, **37**, 2218

([arXiv:1505.03036](http://arxiv.org/abs/1505.03036)) \[[11

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Barclay, Thomas; Endl, Michael; Huber, Daniel; **Foreman-Mackey,

Daniel**; *et al.*, 2015, *[Radial Velocity Observations and Light Curve

Noise Modeling Confirm that Kepler-91b is a Giant Planet Orbiting a

Giant Star](http://dx.doi.org/10.1088/0004-637X/800/1/46)*, The

Astrophysical Journal, **800**, 46

([arXiv:1408.3149](http://arxiv.org/abs/1408.3149)) \[[73

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**Foreman-Mackey, Daniel**; Hogg, David W.; & Morton, Timothy D., 2014,

*[Exoplanet Population Inference and the Abundance of Earth Analogs from

Noisy, Incomplete

Catalogs](http://dx.doi.org/10.1088/0004-637X/795/1/64)*, The

Astrophysical Journal, **795**, 64

([arXiv:1406.3020](http://arxiv.org/abs/1406.3020)) \[[245

citations](https://ui.adsabs.harvard.edu/abs/2014ApJ...795...64F)\]



Dawson, Rebekah I.; Johnson, John Asher; Fabrycky, Daniel C.;

**Foreman-Mackey, Daniel**; *et al.*, 2014, *[Large Eccentricity, Low

Mutual Inclination: The Three-dimensional Architecture of a Hierarchical

System of Giant Planets](http://dx.doi.org/10.1088/0004-637X/791/2/89)*,

The Astrophysical Journal, **791**, 89

([arXiv:1405.5229](http://arxiv.org/abs/1405.5229)) \[[75

citations](https://ui.adsabs.harvard.edu/abs/2014ApJ...791...89D)\]



Dorman, Claire E.; Widrow, Lawrence M.; Guhathakurta, Puragra; Seth,

Anil C.; *et al.* (incl. **DFM**), 2013, *[A New Approach to Detailed

Structural Decomposition from the SPLASH and PHAT Surveys: Kicked-up

Disk Stars in the Andromeda

Galaxy?](http://dx.doi.org/10.1088/0004-637X/779/2/103)*, The

Astrophysical Journal, **779**, 103

([arXiv:1310.4179](http://arxiv.org/abs/1310.4179)) \[[54

citations](https://ui.adsabs.harvard.edu/abs/2013ApJ...779..103D)\]



Brewer, Brendon J.; **Foreman-Mackey, Daniel**; & Hogg, David W., 2013,

*[Probabilistic Catalogs for Crowded Stellar

Fields](http://dx.doi.org/10.1088/0004-6256/146/1/7)*, The Astronomical

Journal, **146**, 7 ([arXiv:1211.5805](http://arxiv.org/abs/1211.5805))

\[[42

citations](https://ui.adsabs.harvard.edu/abs/2013AJ....146....7B)\]



**Foreman-Mackey, Daniel**; Hogg, David W.; Lang, Dustin; & Goodman,

Jonathan, 2013, *[emcee: The MCMC

Hammer](http://dx.doi.org/10.1086/670067)*, Publications of the

Astronomical Society of the Pacific, **125**, 306

([arXiv:1202.3665](http://arxiv.org/abs/1202.3665)) \[[10419

citations](https://ui.adsabs.harvard.edu/abs/2013PASP..125..306F)\]



Weisz, Daniel R.; Fouesneau, Morgan; Hogg, David W.; Rix, Hans-Walter;

*et al.* (incl. **DFM**), 2013, *[The Panchromatic Hubble Andromeda

Treasury. IV. A Probabilistic Approach to Inferring the High-mass

Stellar Initial Mass Function and Other Power-law

Functions](http://dx.doi.org/10.1088/0004-637X/762/2/123)*, The

Astrophysical Journal, **762**, 123

([arXiv:1211.6105](http://arxiv.org/abs/1211.6105)) \[[35

citations](https://ui.adsabs.harvard.edu/abs/2013ApJ...762..123W)\]






### Preprints & white papers






Hey, Daniel; Huber, Daniel; Ong, Joel; Stello, Dennis; &

**Foreman-Mackey, Daniel**, 2024, *[Precise Time-Domain Asteroseismology

and a Revised Target List for TESS Solar-Like

Oscillators](http://dx.doi.org/10.48550/arXiv.2403.02489)*, ArXiv

([arXiv:2403.02489](http://arxiv.org/abs/2403.02489)) \[[7

citations](https://ui.adsabs.harvard.edu/abs/2024arXiv240302489H)\]



Cabezas, Alberto; Corenflos, Adrien; Lao, Junpeng; Louf, Rémi;

*et al.* (incl. **DFM**), 2024, *[BlackJAX: Composable Bayesian

inference in JAX](http://dx.doi.org/10.48550/arXiv.2402.10797)*, ArXiv

([arXiv:2402.10797](http://arxiv.org/abs/2402.10797)) \[[16

citations](https://ui.adsabs.harvard.edu/abs/2024arXiv240210797C)\]



Blanton, Michael R.; Evans, Janet D.; Norman, Dara; O’Mullane, William;

*et al.* (incl. **DFM**), 2023, *[The Future of Astronomical Data

Infrastructure: Meeting

Report](http://dx.doi.org/10.48550/arXiv.2311.04272)*, ArXiv

([arXiv:2311.04272](http://arxiv.org/abs/2311.04272))



Eadie, Gwendolyn M.; Speagle, Joshua S.; Cisewski-Kehe, Jessi;

**Foreman-Mackey, Daniel**; *et al.*, 2023, *[Practical Guidance for

Bayesian Inference in

Astronomy](http://dx.doi.org/10.48550/arXiv.2302.04703)*, ArXiv

([arXiv:2302.04703](http://arxiv.org/abs/2302.04703)) \[[12

citations](https://ui.adsabs.harvard.edu/abs/2023arXiv230204703E)\]



Chance, Quadry; **Foreman-Mackey, Daniel**; Ballard, Sarah; Casey,

Andrew; *et al.*, 2022, *[paired: A Statistical Framework for Detecting

Stellar Binarity with Gaia RVs. I. Sensitivity to Unresolved

Binaries](http://dx.doi.org/10.48550/arXiv.2206.11275)*, ArXiv

([arXiv:2206.11275](http://arxiv.org/abs/2206.11275)) \[[5

citations](https://ui.adsabs.harvard.edu/abs/2022arXiv220611275C)\]



Luger, Rodrigo; Bedell, Megan; **Foreman-Mackey, Daniel**; Crossfield,

Ian J. M.; *et al.*, 2021, *[Mapping stellar surfaces III: An Efficient,

Scalable, and Open-Source Doppler Imaging

Model](http://dx.doi.org/10.48550/arXiv.2110.06271)*, ArXiv

([arXiv:2110.06271](http://arxiv.org/abs/2110.06271)) \[[52

citations](https://ui.adsabs.harvard.edu/abs/2021arXiv211006271L)\]



Wang, Dun; Hogg, David W.; **Foreman-Mackey, Daniel**; & Schölkopf,

Bernhard, 2017, *[A pixel-level model for event discovery in time-domain

imaging](http://dx.doi.org/10.48550/arXiv.1710.02428)*, ArXiv

([arXiv:1710.02428](http://arxiv.org/abs/1710.02428)) \[[12

citations](https://ui.adsabs.harvard.edu/abs/2017arXiv171002428W)\]



Barnes, Rory; Deitrick, Russell; Luger, Rodrigo; Driscoll, Peter E.;

*et al.* (incl. **DFM**), 2016, *[The Habitability of Proxima Centauri b

I: Evolutionary

Scenarios](http://dx.doi.org/10.48550/arXiv.1608.06919)*, ArXiv

([arXiv:1608.06919](http://arxiv.org/abs/1608.06919)) \[[68

citations](https://ui.adsabs.harvard.edu/abs/2016arXiv160806919B)\]



Montet, Benjamin T.; Angus, Ruth; Barclay, Tom; Dawson, Rebekah;

*et al.* (incl. **DFM**), 2013, *[Maximizing Kepler science return per

telemetered pixel: Searching the habitable zones of the brightest

stars](http://dx.doi.org/10.48550/arXiv.1309.0654)*, ArXiv

([arXiv:1309.0654](http://arxiv.org/abs/1309.0654))



Hogg, David W.; Angus, Ruth; Barclay, Tom; Dawson, Rebekah;

*et al.* (incl. **DFM**), 2013, *[Maximizing Kepler science return per

telemetered pixel: Detailed models of the focal plane in the two-wheel

era](http://dx.doi.org/10.48550/arXiv.1309.0653)*, ArXiv

([arXiv:1309.0653](http://arxiv.org/abs/1309.0653))






## Mentorship



I collaborate with and mentor many students and postdocs, often on a

single project. Below is a list of the group members who I have formally

mentored as part of the Flatiron Research Fellowship and Pre-doctoral

Fellowship at the Center for Computational Astrophysics.






*Current postdocs:* Thavisha Dharmawardena, Jiayin Dong, Nora Eisner,

Lionel Garcia, Joseph Long.



*Current students:* Quadry Chance, Soichiro Hattori.



*Former postdocs:* Megan Bedell, Trevor David, Rodrigo Luger.



*Former students:* Fran Bartolić, Eoin Farrell, Alex Gagliano, Karl

Jaehnig, Gautam Nagaraj, Pa Chia Thao, Nhat Quang Hoang Tran.






## Selected invited talks & tutorials






*Open software for Astrophysics*, 2023, Invited Plenary, 241st AAS

Meeting, Seattle.



*Gaussian Processes for EPRV*, 2022, Invited Tutorial, University of

Oxford, UK.



*Methods for scalable probabilistic inference*, 2022, Colloquium,

University of Illinois Urbana-Champaign.  

2022, Colloquium, UC Berkeley.  

2022, Colloquium, University of Oxford, UK.  

2021, Invited Talk, Institute for Pure & Applied Mathematics, UCLA.



*Advanced probabilistic modeling*, 2021, Tutorial, Harley Wood Winter

School of Astronomy, Australia.



*Open-source software for probabilistic data analysis in astronomy*,

2021, Seminar, Instituto de Astrofísica, Portugal.



*Gaussian processes & stellar variability*, 2021, Seminar, CARMENES Team

Meeting.



*Extending JAX with custom C++ & CUDA*, 2021, Invited Talk, IRIS-HEP

Topical Meeting, CERN.



*Open source software for probabilistic data analysis*, 2020, Invited

Talk, OzGrav Early Career Researcher Symposium, Australia.



*The why & how of exoplanet, a domain-specific PyMC3 extension*, 2020,

Contributed Talk, PyMC Con.



*A modular ecosystem for probabilistic data analysis*, 2019, Invited

Talk, Open Digital Infrastructure in Astronomy conference, Kavli

Institute for Theoretical Physics.



*Exoplanet population inference, a tutorial*, 2019, Invited Talk,

Exostar19 conference, Kavli Institute for Theoretical Physics.



*Astronomy as a testbed for statistical method development*, 2019,

Colloquium, Center for Statistics and Machine Learning, Princeton.



*Data-driven discovery in the astronomical time domain*, 2018,

Colloquium, Institute for Theory and Computation, Harvard-Smithsonian

Center for Astrophysics.  

2018, Colloquium, University of California, Santa Cruz.  

2017, Interdisciplinary Colloquium, CIERA, Northwestern University.



*A practical introduction to Gaussian Processes for astronomy*, 2017,

Invited Talk, Statistical Challenges in Astrophysics, University of New

South Wales, Australia.



*Long-period transiting planets & their population*, 2016, Invited talk,

Exoplanets I, Davos.  

2016, Invited talk, Statistical Challenges of Modern Astrophysics,

Carnegie Mellon.  

2016, Colloquium, Villanova.



*Scalable Gaussian processes & the search for transiting exoplanets*,

2015, Data Science at the LHC, CERN, Geneva.



*Discovery & characterization of transiting exoplanets & their

population*, 2015, Colloquium, University of Washington.



*Hierarchical inference for exoplanet population inference*, 2015, IAU

Symposium, Honolulu.



*Data-driven models*, 2015, Extreme precision radial velocities, Yale.



*Population inference from noisy & incomplete catalogs*, 2015, Local

Group Astrostatistics, University of Michigan.



*Time series analysis, Gaussian Processes, and the search for

exo-Earths*, 2014, PyData NYC conference, New York.



*Introduction to Gaussian Processes, probabilistic graphical models, and

deep learning*, 2014, Astro Hack Week, University of Washington.



*An astronomer’s introduction to Gaussian processes*, 2014, Bayesian

Computing for Astronomical Data Analysis (Summer school at Penn State

University).






## Grants






NSF-CDS&E (PI: Agol) *Development of fast, multi-dimensional Gaussian

Processes for Exoplanet discovery and beyond*, \$471,048.00, 2019–2022



NSF-AAG (PI: Agol), *Collaborative Research: Masses and architectures of

(potentially habitable) exoplanet systems*, \$491,950, 2016–2018



K2 Guest Observer – Cycle 3 (PI: Penny), *Free-Floating and Bound Planet

Mass Measurements with K2: Ground- and Space-Based Photometry, Event

Detection and Modeling*, \$84,000, 2016–2017



K2 Guest Observer – Cycle 3 (PI: Hogg), *Ultra-precise photometry in

crowded fields: A self-calibration approach*, \$100,000, 2016–2017



XSEDE (PI: Foreman-Mackey), *A systematic search for transiting

exoplanets using K2*, 100,000 CPU hours, 2015–2016






## Honors






Kavli Fellow, 2015.



Sagan Postdoctoral Fellowship, 2015–2017.



James Arthur Graduate Fellowship, 2014.



Horizon Fellowship in the Natural & Physical Sciences, 2012.



Henry M. MacCracken Fellowship, 2010.



NSERC Undergraduate Summer Research Award, 2007.






## Professional service & activities






Associate Editor-in-Chief — Journal of Open Source Software



Active Referee — AAS Journals, MNRAS, PASP, A&A, Journal of Statistical

Software, Journal on Uncertainty Quantification, Journal of Open Source

Software



Panelist — NSF, NASA, LSSTC