Ian W. McBrearty
Rice University
Assistant Professor
Expertise: Seismology
About Me
Publications
No bio available.
McBrearty, I. W., & Beroza, G. C. (2026, 08). Optimized Source and Station Graphs for Spatially Adaptive Earthquake Phase Association with Graph Neural Networks. Poster Presentation at 2026 SCEC Annual Meeting. SCEC Contribution 15412
Rong, B., Zhu, W., McBrearty, I. W., & Beroza, G. C. (2026, 08). A Machine-Learning-Enhanced Catalog of California Statewide Seismicity over Two Decades. Poster Presentation at 2026 SCEC Annual Meeting. SCEC Contribution 15268
Arzabala, E., Withers, K. B., Moschetti, M. P., Clements, T., & McBrearty, I. W. (2025, 09). Modeling Nonergodic Ground Motions using a Graph Neural Network. Poster Presentation at 2025 SCEC Annual Meeting. SCEC Contribution 14585
McBrearty, I. W. (2025, 09). Enhanced earthquake detection with graph neural networks: Applications to northern California seismicity. Oral Presentation at 2025 SCEC Annual Meeting. SCEC Contribution 14382
McBrearty, I. W., Zhu, W., Rong, B., & Beroza, G. C. (2024, 09). Deep Learning Enhanced Earthquake Catalog for Northern California. Poster Presentation at 2024 SCEC Annual Meeting. SCEC Contribution 14056
Li, L., McBrearty, I. W., Tan, X., Ellsworth, W. L., & Beroza, G. C. (2024, 09). Deep learning-enhanced catalog of microseismicity in The Geysers geothermal field. Poster Presentation at 2024 SCEC Annual Meeting. SCEC Contribution 13753
Chung, J., McBrearty, I. W., Park, Y., & Beroza, G. C. (2024, 09). Spatial Probabilistic Quantification of Enhanced Earthquake Detection Using a Machine Learning Picker. Poster Presentation at 2024 SCEC Annual Meeting. SCEC Contribution 13526
McBrearty, I. W., & Beroza, G. C. (2023, 09). Improvements to a Graph Neural Network Earthquake Phase Associator. Poster Presentation at 2023 SCEC Annual Meeting. SCEC Contribution 13213
McBrearty, I. W., & Beroza, G. C. (2022, 09). Earthquake Phase Association with Graph Neural Networks: Application to Seismicity in Northern California. Poster Presentation at 2022 SCEC Annual Meeting. SCEC Contribution 12332
McBrearty, I., & Beroza, G. C. (2021, 08). Earthquake Phase Association with Graph Neural Networks. Poster Presentation at 2021 SCEC Annual Meeting. SCEC Contribution 11525
Last updated Aug 10, 2026.
