Expertise: AI for Science, Geohazards, Earth System Science, Geophysics, environmental and multi-sensor seismology, AI/ML for Earth systems, agentic Earth models, and data-driven hazard forecasting
My research integrates cutting-edge seismology with environmental sensing, multidisciplinary sensor fusion, and AI-driven Earth system modeling to understand and forecast geohazards. I leverage ambient seismic noise, fiber-optic and multi-modal sensing, and scalable machine learning to reveal subsurface dynamics from soil moisture and fluid transport to earthquake rupture processes across scales. A central goal is to build agentic, reproducible workflows that transform big geoscience data into predictive insights for hazard mitigation and climate-linked Earth change.
LinkedIn: https://www.linkedin.com/in/marine-denolle-b528144b/