Daniel Foreman-Mackey

ScholarGPS® ID: 35064787310548

Highly Ranked Scholar - Prior Five Years:

Gaussian process

Affiliation

University of Washington, Seattle, United States

Affiliation History

Field

Physical Sciences and Mathematics

Discipline

Astronomy

Top Specialties

Planet | Gaussian Process | Open Source | Open-source Software | Process Modeling

Metrics Summary

Publication Count

Predicted Citations

19,755

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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nuance: Efficient Detection of Planets Transiting Active Stars (journal article) Garcia, Lionel J. \| Foreman-Mackey, Daniel \| Murray, Catriona A. \| Aigrain, Suzanne \| Feliz, Dax L. \| Pozuelos, Francisco J. The Astronomical Journal, volume 167, issue 6, pages 284- (2024). 10.3847/1538-3881/ad3cd6 Cite \| Source
How do wavelength correlations affect transmission spectra? Application of a new fast and flexible 2D Gaussian process framework to transiting exoplanet spectroscopy (journal article) Fortune, Mark \| Gibson, Neale P. \| Foreman-Mackey, Daniel \| Evans-Soma, Thomas M. \| Maguire, Cathal \| Ramkumar, Swaetha Astronomy & Astrophysics, volume 686 (2024). 10.1051/0004-6361/202347613 Cite \| Source
Detecting Solar System Analogs through Joint Radial Velocity/Astrometric Surveys (journal article) Yahalomi, Daniel A. \| Angus, Ruth \| Spergel, David N. \| Foreman-Mackey, Daniel The Astronomical Journal, volume 166, issue 6, pages 258- (2023). 10.3847/1538-3881/ad05cc Cite \| Source
Gaussian Process Regression for Astronomical Time Series (journal article) Aigrain, Suzanne \| Foreman-Mackey, Daniel Annual Review of Astronomy and Astrophysics, volume 61, issue 1, pages 329-371 (2023). 10.1146/annurev-astro-052920-103508 Cited by (35) \| Cite \| Source
Joint Modeling of Radial Velocities and Photometry with a Gaussian Process Framework (journal article) Tran, Quang H. \| Bedell, Megan \| Foreman-Mackey, Daniel \| Luger, Rodrigo The Astrophysical Journal, volume 950, issue 2, pages 162- (2023). 10.3847/1538-4357/acd05c Cited by (5) \| Cite \| Source
The 3D Galactocentric Velocities of Kepler Stars: Marginalizing Over Missing Radial Velocities (journal article) Angus, Ruth \| Price-Whelan, Adrian M. \| Zinn, Joel C. \| Bedell, Megan \| Lu, Yuxi (Lucy) \| Foreman-Mackey, Daniel The Astronomical Journal, volume 164, issue 1, pages 25- (2022). 10.3847/1538-3881/ac6fea Cited by (2) \| Cite \| Source
Analytic Light Curves in Reflected Light: Phase Curves, Occultations, and Non-Lambertian Scattering for Spherical Planets and Moons (journal article) Luger, Rodrigo \| Agol, Eric \| Bartolić, Fran \| Foreman-Mackey, Daniel The Astronomical Journal, volume 164, issue 1, pages 4- (2022). 10.3847/1538-3881/ac4017 Cited by (9) \| Cite \| Source
The unpopular Package: A Data-driven Approach to Detrending TESS Full-frame Image Light Curves (journal article) Hattori, Soichiro \| Foreman-Mackey, Daniel \| Hogg, David W. \| Montet, Benjamin T. \| Angus, Ruth \| Pritchard, T. A. \| Curtis, Jason L. \| Schölkopf, Bernhard The Astronomical Journal, volume 163, issue 6, pages 284- (2022). 10.3847/1538-3881/ac625a Cited by (19) \| Cite \| Source
The Thresher : Lucky imaging without the waste (journal article) Hitchcock, J A \| Bramich, D M \| Foreman-Mackey, D \| Hogg, David W \| Hundertmark, M Monthly Notices of the Royal Astronomical Society, volume 511, issue 4, pages 5372-5384 (2022). 10.1093/mnras/stac427 Cite \| Source
Three-dimensional dust density structure of the Orion, Cygnus X, Taurus, and Perseus star-forming regions (journal article) Dharmawardena, T. E. \| Bailer-Jones, C. A. L. \| Fouesneau, M. \| Foreman-Mackey, D. Astronomy & Astrophysics, volume 658 (2022). 10.1051/0004-6361/202141298 Cited by (14) \| Cite \| Source
V1298 Tau with TESS: Updated Ephemerides, Radii, and Period Constraints from a Second Transit of V1298 Tau e (journal article) Feinstein, Adina D. \| David, Trevor J. \| Montet, Benjamin T. \| Foreman-Mackey, Daniel \| Livingston, John H. \| Mann, Andrew W. The Astrophysical Journal Letters, volume 925, issue 1, pages L2- (2022). 10.3847/2041-8213/ac4745 Cited by (16) \| Cite \| Source
Mapping Stellar Surfaces. II. An Interpretable Gaussian Process Model for Light Curves (journal article) Luger, Rodrigo \| Foreman-Mackey, Daniel \| Hedges, Christina The Astronomical Journal, volume 162, issue 3, pages 124- (2021). 10.3847/1538-3881/abfdb9 Cited by (24) \| Cite \| Source
Mapping Stellar Surfaces. I. Degeneracies in the Rotational Light-curve Problem (journal article) Luger, Rodrigo \| Foreman-Mackey, Daniel \| Hedges, Christina \| Hogg, David W. The Astronomical Journal, volume 162, issue 3, pages 123- (2021). 10.3847/1538-3881/abfdb8 Cited by (34) \| Cite \| Source
starry_process: Interpretable Gaussian processes for stellar light curves (journal article) Luger, Rodrigo \| Foreman-Mackey, Daniel \| Hedges, Christina Journal of Open Source Software, volume 6, issue 63, pages 3071- (2021). 10.21105/joss.03071 Cite \| Source
exoplanet: Gradient-based probabilistic inference for exoplanet data other astronomical time series (journal article) Foreman-Mackey, Daniel \| Luger, Rodrigo \| Agol, Eric \| Barclay, Thomas \| Bouma, Luke \| Brandt, Timothy \| Czekala, Ian \| David, Trevor \| Dong, Jiayin \| Gilbert, Emily \| ... \| Savel, Arjun Journal of Open Source Software, volume 6, issue 62, pages 3285- (2021). 10.21105/joss.03285 Cited by (128) \| Cite \| Source
Evolution of the Exoplanet Size Distribution: Forming Large Super-Earths Over Billions of Years (journal article) David, Trevor J. \| Contardo, Gabriella \| Sandoval, Angeli \| Angus, Ruth \| Lu, Yuxi (Lucy) \| Bedell, Megan \| Curtis, Jason L. \| Foreman-Mackey, Daniel \| Fulton, Benjamin J. \| Grunblatt, Samuel K. \| Petigura, Erik A. The Astronomical Journal, volume 161, issue 6, pages 265- (2021). 10.3847/1538-3881/abf439 Cited by (32) \| Cite \| Source
PyTorchDIA: a flexible, GPU-accelerated numerical approach to Difference Image Analysis (journal article) Hitchcock, James A \| Hundertmark, Markus \| Foreman-Mackey, Daniel \| Bachelet, Etienne \| Dominik, Martin \| Street, Rachel \| Tsapras, Yiannis Monthly Notices of the Royal Astronomical Society, volume 504, issue 3, pages 3561-3579 (2021). 10.1093/mnras/stab1114 Cited by (3) \| Cite \| Source
Stellar Rotation in the K2 Sample: Evidence for Modified Spin-down (journal article) Gordon, Tyler A. \| Davenport, James R. A. \| Angus, Ruth \| Foreman-Mackey, Daniel \| Agol, Eric \| Covey, Kevin R. \| Agüeros, Marcel A. \| Kipping, David The Astrophysical Journal, volume 913, issue 1, pages 70- (2021). 10.3847/1538-4357/abf63e Cited by (30) \| Cite \| Source
Multiwavelength Photometry Derived from Monochromatic Kepler Data (journal article) Hedges, Christina \| Luger, Rodrigo \| Dotson, Jessie \| Foreman-Mackey, Daniel \| Barentsen, Geert The Astronomical Journal, volume 161, issue 2, pages 95- (2021). 10.3847/1538-3881/abd31c Cited by (6) \| Cite \| Source
Stability constrained characterization of multiplanet systems (journal article) Tamayo, Daniel \| Gilbertson, Christian \| Foreman-Mackey, Daniel Monthly Notices of the Royal Astronomical Society, volume 501, issue 4, pages 4798-4811 (2021). 10.1093/mnras/staa3887 Cited by (14) \| Cite \| Source