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16 changes: 8 additions & 8 deletions README.md
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<div class="list">


[**jax**](https://github.com/google/jax)29261 stars / 2678 forks
[**jax**](https://github.com/google/jax)29277 stars / 2680 forks
Composable transformations of Python+NumPy programs: differentiate,
vectorize, JIT to GPU/TPU, and more
[\[docs\]](http://jax.readthedocs.io/)
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## Publications

refereed: 104 / first author: 9 / citations: 20,509 / h-index: 45
(2024-07-24)
refereed: 104 / first author: 9 / citations: 20,509 / h-index: 46
(2024-07-25)

### Refereed publications

Expand Down Expand Up @@ -172,7 +172,7 @@ 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)) \[[119
664 ([arXiv:2211.10488](http://arxiv.org/abs/2211.10488)) \[[118
citations](https://ui.adsabs.harvard.edu/abs/2023Natur.614..664A)\]

Mikal-Evans, Thomas; Sing, David K.; Dong, Jiayin; **Foreman-Mackey,
Expand Down Expand Up @@ -526,7 +526,7 @@ Bedell, Megan E.; *et al.*, 2019, *[eleanor: An Open-source Tool for
Extracting Light Curves from the TESS Full-frame
Images](http://dx.doi.org/10.1088/1538-3873/ab291c)*, Publications of
the Astronomical Society of the Pacific, **131**, 94502
([arXiv:1903.09152](http://arxiv.org/abs/1903.09152)) \[[194
([arXiv:1903.09152](http://arxiv.org/abs/1903.09152)) \[[196
citations](https://ui.adsabs.harvard.edu/abs/2019PASP..131i4502F)\]

Kruse, Ethan; Agol, Eric; Luger, Rodrigo; & **Foreman-Mackey, Daniel**,
Expand Down Expand Up @@ -614,7 +614,7 @@ Teague, Richard; Bae, Jaehan; Bergin, Edwin A.; Birnstiel, Tilman; &
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))
\[[252
\[[251
citations](https://ui.adsabs.harvard.edu/abs/2018ApJ...860L..12T)\]

Hogg, David W.; & **Foreman-Mackey, Daniel**, 2018, *[Data Analysis
Expand Down Expand Up @@ -857,7 +857,7 @@ citations](https://ui.adsabs.harvard.edu/abs/2013AJ....146....7B)\]
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)) \[[9181
([arXiv:1202.3665](http://arxiv.org/abs/1202.3665)) \[[9180
citations](https://ui.adsabs.harvard.edu/abs/2013PASP..125..306F)\]

Weisz, Daniel R.; Fouesneau, Morgan; Hogg, David W.; Rix, Hans-Walter;
Expand Down Expand Up @@ -920,7 +920,7 @@ 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)) \[[44
([arXiv:2110.06271](http://arxiv.org/abs/2110.06271)) \[[45
citations](https://ui.adsabs.harvard.edu/abs/2021arXiv211006271L)\]

Wang, Dun; Hogg, David W.; **Foreman-Mackey, Daniel**; & Schölkopf,
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12 changes: 6 additions & 6 deletions data/pubs.json
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"Wheatley, Peter J.",
"Zhang, Xi"
],
"citations": 119,
"citations": 118,
"doctype": "article",
"doi": "10.1038/s41586-022-05591-3",
"page": 664,
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"Zhao, Lily L.",
"Hogg, David W."
],
"citations": 44,
"citations": 45,
"doctype": "eprint",
"doi": "10.48550/arXiv.2110.06271",
"page": null,
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"Scolnic, Daniel",
"Cardoso, Jos{\\'e} Vin{\\'\\i}cius de Miranda"
],
"citations": 194,
"citations": 196,
"doctype": "article",
"doi": "10.1088/1538-3873/ab291c",
"page": 94502,
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"Birnstiel, Tilman",
"Foreman-Mackey, Daniel"
],
"citations": 252,
"citations": 251,
"doctype": "article",
"doi": "10.3847/2041-8213/aac6d7",
"page": null,
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"authors": [
"Foreman-Mackey, Daniel"
],
"citations": 1580,
"citations": 1581,
"doctype": "article",
"doi": "10.21105/joss.00024",
"page": 24,
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"Lang, Dustin",
"Goodman, Jonathan"
],
"citations": 9181,
"citations": 9180,
"doctype": "article",
"doi": "10.1086/670067",
"page": 306,
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4 changes: 2 additions & 2 deletions data/repos.json
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"description": "Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more",
"url": "https://github.com/google/jax",
"homepageUrl": "http://jax.readthedocs.io/",
"forkCount": 2678,
"forkCount": 2680,
"stargazers": {
"totalCount": 29261
"totalCount": 29277
},
"watchers": {
"totalCount": 330
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8 changes: 4 additions & 4 deletions tex/pubs_ref.tex
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\item[{\color{numcolor}\scriptsize94}] Wong, Kaze W. K.; Gabri{\'e}, Marylou; \& \textbf{Foreman-Mackey, Daniel}, 2023, \doi{10.21105/joss.05021}{flowMC: Normalizing flow enhanced sampling package for probabilistic inference in JAX}, The Journal of Open Source Software, \textbf{8}, 5021 (\arxiv{2211.06397}) [\href{https://ui.adsabs.harvard.edu/abs/2023JOSS....8.5021W}{13 citations}]

\item[{\color{numcolor}\scriptsize93}] Alderson, Lili; Wakeford, Hannah R.; Alam, Munazza K.; Batalha, Natasha E.; \etal\ (incl.\ \textbf{DFM}), 2023, \doi{10.1038/s41586-022-05591-3}{Early Release Science of the exoplanet WASP-39b with JWST NIRSpec G395H}, Nature, \textbf{614}, 664 (\arxiv{2211.10488}) [\href{https://ui.adsabs.harvard.edu/abs/2023Natur.614..664A}{119 citations}]
\item[{\color{numcolor}\scriptsize93}] Alderson, Lili; Wakeford, Hannah R.; Alam, Munazza K.; Batalha, Natasha E.; \etal\ (incl.\ \textbf{DFM}), 2023, \doi{10.1038/s41586-022-05591-3}{Early Release Science of the exoplanet WASP-39b with JWST NIRSpec G395H}, Nature, \textbf{614}, 664 (\arxiv{2211.10488}) [\href{https://ui.adsabs.harvard.edu/abs/2023Natur.614..664A}{118 citations}]

\item[{\color{numcolor}\scriptsize92}] Mikal-Evans, Thomas; Sing, David K.; Dong, Jiayin; \textbf{Foreman-Mackey, Daniel}; \etal, 2023, \doi{10.3847/2041-8213/acb049}{A JWST NIRSpec Phase Curve for WASP-121b: Dayside Emission Strongest Eastward of the Substellar Point and Nightside Conditions Conducive to Cloud Formation}, The Astrophysical Journal, \textbf{943} (\arxiv{2301.03209}) [\href{https://ui.adsabs.harvard.edu/abs/2023ApJ...943L..17M}{14 citations}]

Expand Down Expand Up @@ -112,7 +112,7 @@

\item[{\color{numcolor}\scriptsize48}] Bedell, Megan; Hogg, David W.; \textbf{Foreman-Mackey, Daniel}; Montet, Benjamin T.; \& Luger, Rodrigo, 2019, \doi{10.3847/1538-3881/ab40a7}{WOBBLE: A Data-driven Analysis Technique for Time-series Stellar Spectra}, The Astronomical Journal, \textbf{158}, 164 (\arxiv{1901.00503}) [\href{https://ui.adsabs.harvard.edu/abs/2019AJ....158..164B}{44 citations}]

\item[{\color{numcolor}\scriptsize47}] Feinstein, Adina D.; Montet, Benjamin T.; \textbf{Foreman-Mackey, Daniel}; Bedell, Megan E.; \etal, 2019, \doi{10.1088/1538-3873/ab291c}{eleanor: An Open-source Tool for Extracting Light Curves from the TESS Full-frame Images}, Publications of the Astronomical Society of the Pacific, \textbf{131}, 94502 (\arxiv{1903.09152}) [\href{https://ui.adsabs.harvard.edu/abs/2019PASP..131i4502F}{194 citations}]
\item[{\color{numcolor}\scriptsize47}] Feinstein, Adina D.; Montet, Benjamin T.; \textbf{Foreman-Mackey, Daniel}; Bedell, Megan E.; \etal, 2019, \doi{10.1088/1538-3873/ab291c}{eleanor: An Open-source Tool for Extracting Light Curves from the TESS Full-frame Images}, Publications of the Astronomical Society of the Pacific, \textbf{131}, 94502 (\arxiv{1903.09152}) [\href{https://ui.adsabs.harvard.edu/abs/2019PASP..131i4502F}{196 citations}]

\item[{\color{numcolor}\scriptsize46}] Kruse, Ethan; Agol, Eric; Luger, Rodrigo; \& \textbf{Foreman-Mackey, Daniel}, 2019, \doi{10.3847/1538-4365/ab346b}{Detection of Hundreds of New Planet Candidates and Eclipsing Binaries in K2 Campaigns 0-8}, The Astrophysical Journal Supplement Series, \textbf{244}, 11 (\arxiv{1907.10806}) [\href{https://ui.adsabs.harvard.edu/abs/2019ApJS..244...11K}{59 citations}]

Expand All @@ -136,7 +136,7 @@

\item[{\color{numcolor}\scriptsize36}] Luger, Rodrigo; Kruse, Ethan; \textbf{Foreman-Mackey, Daniel}; Agol, Eric; \& Saunders, Nicholas, 2018, \doi{10.3847/1538-3881/aad230}{An Update to the EVEREST K2 Pipeline: Short Cadence, Saturated Stars, and Kepler-like Photometry Down to Kp = 15}, The Astronomical Journal, \textbf{156}, 99 (\arxiv{1702.05488}) [\href{https://ui.adsabs.harvard.edu/abs/2018AJ....156...99L}{139 citations}]

\item[{\color{numcolor}\scriptsize35}] Teague, Richard; Bae, Jaehan; Bergin, Edwin A.; Birnstiel, Tilman; \& \textbf{Foreman-Mackey, Daniel}, 2018, \doi{10.3847/2041-8213/aac6d7}{A Kinematical Detection of Two Embedded Jupiter-mass Planets in HD 163296}, The Astrophysical Journal, \textbf{860} (\arxiv{1805.10290}) [\href{https://ui.adsabs.harvard.edu/abs/2018ApJ...860L..12T}{252 citations}]
\item[{\color{numcolor}\scriptsize35}] Teague, Richard; Bae, Jaehan; Bergin, Edwin A.; Birnstiel, Tilman; \& \textbf{Foreman-Mackey, Daniel}, 2018, \doi{10.3847/2041-8213/aac6d7}{A Kinematical Detection of Two Embedded Jupiter-mass Planets in HD 163296}, The Astrophysical Journal, \textbf{860} (\arxiv{1805.10290}) [\href{https://ui.adsabs.harvard.edu/abs/2018ApJ...860L..12T}{251 citations}]

\item[{\color{numcolor}\scriptsize34}] Hogg, David W.; \& \textbf{Foreman-Mackey, Daniel}, 2018, \doi{10.3847/1538-4365/aab76e}{Data Analysis Recipes: Using Markov Chain Monte Carlo}, The Astrophysical Journal Supplement Series, \textbf{236}, 11 (\arxiv{1710.06068}) [\href{https://ui.adsabs.harvard.edu/abs/2018ApJS..236...11H}{183 citations}]

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\item[{\color{numcolor}\scriptsize3}] Brewer, Brendon J.; \textbf{Foreman-Mackey, Daniel}; \& Hogg, David W., 2013, \doi{10.1088/0004-6256/146/1/7}{Probabilistic Catalogs for Crowded Stellar Fields}, The Astronomical Journal, \textbf{146}, 7 (\arxiv{1211.5805}) [\href{https://ui.adsabs.harvard.edu/abs/2013AJ....146....7B}{39 citations}]

\item[{\color{numcolor}\scriptsize2}] \textbf{Foreman-Mackey, Daniel}; Hogg, David W.; Lang, Dustin; \& Goodman, Jonathan, 2013, \doi{10.1086/670067}{emcee: The MCMC Hammer}, Publications of the Astronomical Society of the Pacific, \textbf{125}, 306 (\arxiv{1202.3665}) [\href{https://ui.adsabs.harvard.edu/abs/2013PASP..125..306F}{9181 citations}]
\item[{\color{numcolor}\scriptsize2}] \textbf{Foreman-Mackey, Daniel}; Hogg, David W.; Lang, Dustin; \& Goodman, Jonathan, 2013, \doi{10.1086/670067}{emcee: The MCMC Hammer}, Publications of the Astronomical Society of the Pacific, \textbf{125}, 306 (\arxiv{1202.3665}) [\href{https://ui.adsabs.harvard.edu/abs/2013PASP..125..306F}{9180 citations}]

\item[{\color{numcolor}\scriptsize1}] Weisz, Daniel R.; Fouesneau, Morgan; Hogg, David W.; Rix, Hans-Walter; \etal\ (incl.\ \textbf{DFM}), 2013, \doi{10.1088/0004-637X/762/2/123}{The Panchromatic Hubble Andromeda Treasury. IV. A Probabilistic Approach to Inferring the High-mass Stellar Initial Mass Function and Other Power-law Functions}, The Astrophysical Journal, \textbf{762}, 123 (\arxiv{1211.6105}) [\href{https://ui.adsabs.harvard.edu/abs/2013ApJ...762..123W}{34 citations}]
2 changes: 1 addition & 1 deletion tex/pubs_select.tex
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\item[{\color{numcolor}\scriptsize2}] Ambikasaran, Sivaram; \textbf{Foreman-Mackey, Daniel}; Greengard, Leslie; Hogg, David W.; \& O'Neil, Michael, 2016, \doi{10.1109/TPAMI.2015.2448083}{Fast Direct Methods for Gaussian Processes}, IEEE Transactions on Pattern Analysis and Machine Intelligence, \textbf{38}, 252 (\arxiv{1403.6015}) [\href{https://scholar.google.com/scholar?cites=7122560326210979193,5194420368165307096,3347404430934682534}{668 citations}]

\item[{\color{numcolor}\scriptsize1}] \textbf{Foreman-Mackey, Daniel}; Hogg, David W.; Lang, Dustin; \& Goodman, Jonathan, 2013, \doi{10.1086/670067}{emcee: The MCMC Hammer}, Publications of the Astronomical Society of the Pacific, \textbf{125}, 306 (\arxiv{1202.3665}) [\href{https://ui.adsabs.harvard.edu/abs/2013PASP..125..306F}{9181 citations}]
\item[{\color{numcolor}\scriptsize1}] \textbf{Foreman-Mackey, Daniel}; Hogg, David W.; Lang, Dustin; \& Goodman, Jonathan, 2013, \doi{10.1086/670067}{emcee: The MCMC Hammer}, Publications of the Astronomical Society of the Pacific, \textbf{125}, 306 (\arxiv{1202.3665}) [\href{https://ui.adsabs.harvard.edu/abs/2013PASP..125..306F}{9180 citations}]
2 changes: 1 addition & 1 deletion tex/pubs_summary.tex
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@@ -1 +1 @@
refereed: 104 / first author: 9 / citations: 20,509 / h-index: 45 (2024-07-24)
refereed: 104 / first author: 9 / citations: 20,509 / h-index: 46 (2024-07-25)
4 changes: 2 additions & 2 deletions tex/pubs_summary_macros.tex
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\newcommand{\pubsdate}{2024-07-24}
\newcommand{\pubsdate}{2024-07-25}
\newcommand{\pubsnumber}{104}
\newcommand{\pubscitations}{20,509}
\newcommand{\pubshindex}{45}
\newcommand{\pubshindex}{46}
2 changes: 1 addition & 1 deletion tex/pubs_unref.tex
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\item[{\color{numcolor}\scriptsize6}] Chance, Quadry; \textbf{Foreman-Mackey, Daniel}; Ballard, Sarah; Casey, Andrew; \etal, 2022, \doi{10.48550/arXiv.2206.11275}{paired: A Statistical Framework for Determining Stellar Binarity with Gaia RVs. I. Planet Hosting Binaries}, ArXiv (\arxiv{2206.11275}) [\href{https://ui.adsabs.harvard.edu/abs/2022arXiv220611275C}{4 citations}]

\item[{\color{numcolor}\scriptsize5}] Luger, Rodrigo; Bedell, Megan; \textbf{Foreman-Mackey, Daniel}; Crossfield, Ian J. M.; \etal, 2021, \doi{10.48550/arXiv.2110.06271}{Mapping stellar surfaces III: An Efficient, Scalable, and Open-Source Doppler Imaging Model}, ArXiv (\arxiv{2110.06271}) [\href{https://ui.adsabs.harvard.edu/abs/2021arXiv211006271L}{44 citations}]
\item[{\color{numcolor}\scriptsize5}] Luger, Rodrigo; Bedell, Megan; \textbf{Foreman-Mackey, Daniel}; Crossfield, Ian J. M.; \etal, 2021, \doi{10.48550/arXiv.2110.06271}{Mapping stellar surfaces III: An Efficient, Scalable, and Open-Source Doppler Imaging Model}, ArXiv (\arxiv{2110.06271}) [\href{https://ui.adsabs.harvard.edu/abs/2021arXiv211006271L}{45 citations}]

\item[{\color{numcolor}\scriptsize4}] Wang, Dun; Hogg, David W.; \textbf{Foreman-Mackey, Daniel}; \& Sch{\"o}lkopf, Bernhard, 2017, \doi{10.48550/arXiv.1710.02428}{A pixel-level model for event discovery in time-domain imaging}, ArXiv (\arxiv{1710.02428}) [\href{https://ui.adsabs.harvard.edu/abs/2017arXiv171002428W}{11 citations}]

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\item \href{https://github.com/google/jax}{{\bf jax}} --- 29261 stars / 2678 forks \\
\item \href{https://github.com/google/jax}{{\bf jax}} --- 29277 stars / 2680 forks \\
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more \href{http://jax.readthedocs.io/}{[docs]}

\item \href{https://github.com/dfm/tinygp}{{\bf tinygp}} --- 283 stars / 23 forks \\
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