Exoplanet Populations, Kepler, Hierarchical Bayesian models, Approximate Bayesian Computing, Machine Learning, Gaussian Process Emulators
Characterizing exoplanets and multi-planet systems with RV surveys. Extremely Precise Radial Velocity (EPRV) surveys. Improving the detection efficiency of RV surveys in the presence of stellar variability. Sun-as-a-star RV observations.
Characterizing planets, planetary systems and exoplanet population using transit surveys, and particularly NASA's Kepler/K2 mission.
Characterizing the current and future dynamical state of multiple planet systems. Transit timing variations. Secular theory. Circumbinary planets.
N-body integrations of planet formation. Secular evolution. Planet-planet scattering. Late-stage accretion. Implications for their composition, atmospheres and habitability.
Bayesian Computing, MCMC, Hierarchical Bayesian models, Approximate Bayesian Computing, Machine Learning, Gaussian Process Emulators, GPU computing and more.
N-body Integrators, Bayesian Computing, GPUs, Julia, Scientific Software Development.
Preparing for future direct imaging missions. Characterizing the surface and weather on rocky planets.
ALMA observations of debris disks. GTC & HST observations of exoplanet atmospheres. Astrometric planet surveys. Direct imaging of exoplanets.