Interests

• Simulation-based Inference

• Exoplanet Demographics

• Machine Learning for Exoplanet Surveys

Anne is exploring new approaches to simulation-based inference for characterizing exoplanet populations.

Selected Papers

• Dattilo, A. et al. (2019). AJ, 157, 169. "Identifying Exoplanets with Deep Learning. II. Two New Super-Earths Uncovered by a Neural Network in K2 Data."

• Dattilo, A., Batalha, N.M., Bryson, S. (2023). AJ, 166, 122. "A Unified Treatment of Kepler Occurrence to Trace Planet Populations."

• Fernandes, R.B. et al. (2025). "Are We There Yet? Challenges in Quantifying the Frequency of Earth Analogs in the Habitable Zone."