Synthetic seismic waveforms
During the Ph.D., Pai also worked with Prof. Zachary Ross on synthetic broadband seismic wave generation using generative adversarial networks (GANs), including a model for broadband seismic waveforms for earthquake engineering.
Florez, M. A., Caporale, M., Buabthong, P., Ross, Z. E., Asimaki, D., and Meier, M.-A., "Data-Driven Synthesis of Broadband Earthquake Ground Motions Using Artificial Intelligence." Bulletin of the Seismological Society of America, (2022).
Florez, M. A., Caporale, M., Buabthong, P., Ross, Z. E., Asimaki, D., and Meier, M.-A., "Data-driven Accelerogram Synthesis using Deep Generative Models." arXiv preprint, (2020).