Application of a fine-tuned BERT model for seafloor DAS data processing

Gerardo Manuel Mendo Perez

Presentation information

[E] Oral

S (Solid Earth Sciences ) » S-TT Technology & Techniques

[S-TT51] State-of-the-Art Seismic Data Analysis Based on Bayesian Statistics

Thu. May 28, 2026 10:45 AM - 12:15 PM Exhibition Hall Special Setting (8) (Exhibition Hall 7&8, Makuhari Messe)

Chairperson:Nagao Hiromichi(Earthquake Research Institute, The University of Tokyo), Kato Aitaro(Earthquake Research Institute, the University of Tokyo), Yano Keisuke(The Institute of Statistical Mathematics), Sato Daisuke(Japan Agency for Marine-Earth Science and Technology)

11:00 AM - 11:15 AM

[STT51-02] Application of a fine-tuned BERT model for seafloor DAS data processing

*Gerardo Manuel Mendo Perez¹, Hiromichi Nagao^1,2,3, Shinya Katoh¹, Masanao Shinohara¹ (1. Earthquake Research Institute, The University of Tokyo, 2. Graduate School of Information Science and Technology, The University of Tokyo, 3. RIKEN Center for Advanced Intelligence Project)

Keywords:Distributed Acoustic Sensing, Deep Learning, BERT

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