Modeling the Multiwavelength Variability of Mrk 335 Using Gaussian Processes

Detection Limits of Low-mass, Long-period Exoplanets Using Gaussian Processes Applied to HARPS-N Solar Radial Velocities

(2021) N. Langellier et al.   ASTRONOMICAL JOURNAL

Imbalance learning for variable star classification

(2020) Zafiirah Hosenie et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Correlation between optical and UV variability of a large sample of quasars

(2020) Chengcheng Xin et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning

(2020) Yunwei Zhang et al.   Nature Communications

Mapping Materials and Molecules

(2020) Bingqing Cheng et al.   ACCOUNTS OF CHEMICAL RESEARCH

Tracking the year-to-year variation in the spectral energy distribution of the narrow-line Seyfert 1 galaxy Mrk 335

(2020) S Tripathi et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

The awakening beast in the Seyfert 1 Galaxy KUG 1141+371 – I

(2020) Jiachen Jiang et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

MOGPTK: The multi-output Gaussian process toolkit

(2020) Taco de Wolff et al.   NEUROCOMPUTING

The nuclear environment of the NLS1 Mrk 335: Obscuration of the X-ray line emission by a variable outflow

(2019) M L Parker et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Low-frequency X-ray timing with Gaussian processes and reverberation in the radio-loud AGN 3C 120

(2019) D R Wilkins   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Estimating dayside effective temperatures of hot Jupiters and associated uncertainties through Gaussian process regression

(2019) Emily K Pass et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Is there a UV/X-ray connection in IRAS 13224−3809?

(2018) D J K Buisson et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Eleven years of monitoring the Seyfert 1 Mrk 335 with Swift: Characterizing the X-ray and UV/optical variability

(2018) L C Gallo et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

An absolute sodium abundance for a cloud-free ‘hot Saturn’ exoplanet

(2018) N. Nikolov et al.   NATURE

The origin of the UV/optical lags in NGC 5548

(2017) Emma Gardner et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Inferring probabilistic stellar rotation periods using Gaussian processes

(2017) Ruth Angus et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

The origin of UV-optical variability in AGN and test of disc models: XMM-Newtonand ground-based observations of NGC 4395

(2016) I. M. McHardy et al.   ASTRONOMISCHE NACHRICHTEN

Correlated X-ray/ultraviolet/optical variability in NGC 6814

(2016) Jon Troyer et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Ultraviolet and X-ray variability of active galactic nuclei withSwift

(2016) D. J. K. Buisson et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

K2SC: Flexible systematics correction and detrending ofK2light curves using Gaussian Process regression

(2016) S. Aigrain et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Taking the Human Out of the Loop: A Review of Bayesian Optimization

(2016) Bobak Shahriari et al.   PROCEEDINGS OF THE IEEE

Flaring from the supermassive black hole in Mrk 335 studied withSwiftandNuSTAR

(2015) D. R. Wilkins et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

A Gaussian process framework for modelling stellar activity signals in radial velocity data

(2015) V. Rajpaul et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

THE MAN BEHIND THE CURTAIN: X-RAYS DRIVE THE UV THROUGH NIR VARIABILITY IN THE 2013 ACTIVE GALACTIC NUCLEUS OUTBURST IN NGC 2617

(2014) B. J. Shappee et al.   ASTROPHYSICAL JOURNAL

Suzaku observations of Mrk 335: confronting partial covering and relativistic reflection

(2014) L. C. Gallo et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

The NuSTAR spectrum of Mrk 335: extreme relativistic effects within two gravitational radii of the event horizon?

(2014) M. L. Parker et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Astropy: A community Python package for astronomy

(2013) et al.   ASTRONOMY & ASTROPHYSICS

THE RISE OF AN IONIZED WIND IN THE NARROW-LINE SEYFERT 1 GALAXY Mrk 335 OBSERVED BYXMM-NEWTONANDHST

(2013) A. L. Longinotti et al.   ASTROPHYSICAL JOURNAL

CALCULATING TIME LAGS FROM UNEVENLY SAMPLED LIGHT CURVES

(2013) A. Zoghbi et al.   ASTROPHYSICAL JOURNAL

THEGALEXTIME DOMAIN SURVEY. I. SELECTION AND CLASSIFICATION OF OVER A THOUSAND ULTRAVIOLET VARIABLE SOURCES

(2013) S. Gezari et al.   ASTROPHYSICAL JOURNAL

Discovery of high-frequency iron K lags in Ark 564 and Mrk 335

(2013) E. Kara et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Gaussian processes for time-series modelling

(2013) S. Roberts et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

NONPARAMETRIC BAYESIAN ESTIMATION OF PERIODIC LIGHT CURVES

(2012) Yuyang Wang et al.   ASTROPHYSICAL JOURNAL

A REMARKABLE LONG-TERM LIGHT CURVE AND DEEP, LOW-STATE SPECTROSCOPY:SWIFTANDXMM-NEWTONMONITORING OF THE NLS1 GALAXY Mkn 335

(2012) Dirk Grupe et al.   ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES

A blurred reflection interpretation for the intermediate flux state in Mrk 335

(2012) L. C. Gallo et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

OBSERVATIONAL SIGNATURES OF TILTED BLACK HOLE ACCRETION DISKS FROM SIMULATIONS

(2011) Jason Dexter et al.   ASTROPHYSICAL JOURNAL

A Gaussian process framework for modelling instrumental systematics: application to transmission spectroscopy

(2011) N. P. Gibson et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

GALEX observations of quasar variability in the ultraviolet

(2010) B. Y. Welsh et al.   ASTRONOMY & ASTROPHYSICS

Spectral variability and reverberation time delays in theSuzakuX-ray spectrum of NGC 4051

(2010) L. Miller et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Gaussian Approximation Potentials: The Accuracy of Quantum Mechanics, without the Electrons

(2010) Albert P. Bartók et al.   PHYSICAL REVIEW LETTERS

Broad line emission from iron K- and L-shell transitions in the active galaxy 1H 0707-495

(2009) A. C. Fabian et al.   NATURE

X‐Ray and Optical Microlensing in the Lensed Quasar PG 1115+080

(2008) Christopher W. Morgan et al.   ASTROPHYSICAL JOURNAL